energies Article Laminar Flame Characteristics of C1–C5 Primary Alcohol-Isooctane Blends at Elevated Temperature Qianqian Li *, Wu Jin and Zuohua Huang * State Key Laboratory of Multiphase Flow in Power Engineering, Xi’an Jiaotong University, Xi’an 710049, China; [email protected] * Correspondence: [email protected] (Q.L.); [email protected] (Z.H.); Tel.: +86-29-8266-5075 (Q.L. & Z.H.) Academic Editor: Enrico Sciubba Received: 23 April 2016; Accepted: 24 June 2016; Published: 30 June 2016 Abstract: The laminar combustion characteristics of blends of isooctane and C1–C5 primary alcohols (i.e., methanol, ethanol, n-propanol, n-butanol and n-pentanol) were investigated using the spherical expanding flame methodology in a constant volume chamber at various equivalence ratios and volume fractions of alcohol. The stretch effect was removed using the nonlinear methodology. The results indicate that the laminar flame speeds of alcohol-isooctane blends increase monotonously with the increasing volume fraction of alcohol. Among the five alcohols, the addition of methanol is identified to be the most effective in enhancing laminar flame speed. The addition of ethanol results in an approximately equivalent laminar flame speed enhancement rate as those of n-propanol, n-butanol and n-pentanol at ratios of 0.8 and 1.5, and a higher rate at 1.0 and 1.2. An empirical correlation is provided to describe the laminar flame speed variation with the volume fraction of alcohol. Meanwhile, the laminar flame speed increases with the mass content of oxygen in the fuel blends. At the equivalence ratio of 0.8 and fixed oxygen content, similar laminar flame speeds are observed with different alcohols blended into isooctane. Nevertheless, with the increase of equivalence ratio, heavier alcohol-isooctane blends tend to exhibit higher values. Markstein lengths of alcohol-isooctane blends decrease with the addition of alcohol into isooctane at 0.8, 1.0 and 1.2, however they increase at 1.5. This is consistent with the behavior deduced from the Schlieren images. Keywords: primary alcohol; isooctane; laminar flame speed; oxygen content; Markstein length; empirical correlation 1. Introduction Driven by energy shortages and environmental issues, there has been great interest in the development of alternative fuels in recent years. Alcohols, considered a renewable resource, are being extensively investigated in all fields. Unlike traditional fuels, alcohols contain oxygen, which is beneficial for complete combustion and the reduction of toxic emissions [1–8]. Specifically, light alcohols, e.g., methanol and ethanol, have been successfully utilized as octane boosters for traditional fuels. Heavy alcohols have high energy contents and blend well with traditional fuels. Isooctane is identified as the representative branched paraffin and, hence an important constituent in the surrogates of traditional fuels [9–11], therefore, investigating alcohol-isooctane blends can provide valuable information for understanding the potential of alcohols as alternative fuels. Laminar flame characteristics, namely laminar flame speed and flame instability properties, are the fundamental physico-chemical information in evaluating the flame propagation process and turbulent flame research. In addition, laminar flame speed is widely adopted to validate chemical kinetics models. The laminar combustion characteristics of pure isooctane flames have been extensively investigated under various initial conditions in the past years [12–18]. Recently, studies on the laminar Energies 2016, 9, 511; doi:10.3390/en9070511 www.mdpi.com/journal/energies Energies 2016, 9, 511 2 of 17 flames of alcohols have received increasing attention. Saeed and Stone [19] and Zhang et al. [20] studied the laminar flames of methanol in a constant volume chamber with laminar flame speeds at different determined initial temperatures and pressures. Togbé et al. [21] presented a set of laminar flame speeds of n-pentanol at 0.1 MPa, 423 K to evaluate the accuracy of the n-pentanol model. Veloo et al. [22,23] measured the laminar flame speeds of methanol, ethanol, n-propanol and n-butanol flames in a counterflow configuration. Their results showed that methanol presents similar flame speeds as the other alcohols for lean mixtures, but yields significantly higher values for rich mixtures. This result was consistent with the conclusions of Beeckmann et al. [24] in a subsequent study on C1–C4 primary alcohols at elevated pressure. Sarathy et al. [25] reviewed the recent developments in alcohol combustion studies, and laminar flame speeds of different alcohols found in the literature were provided [25]. In addition, a comprehensive model covering C1–C5 alcohols was developed and adopted to simulate the laminar flame speeds at 353 K. The simulation results indicated that methanol exhibits the highest laminar flame speed, followed by ethanol and C3–C5 primary alcohols. Zhang et al. [26,27] determined the laminar flame speeds and Markstein lengths of n-butanol-isooctane blends at elevated temperatures with a spherical propagating flame. They also investigated the cellular instability characteristics by analyzing the critical Peclect numbers calculated from the Schlieren pictures and stability theory. Broustail et al. [28,29] experimentally evaluated the laminar flame speeds and Markstein lengths of n-butanol-isooctane and ethanol-isooctane blends at different initial temperatures and pressures in a constant volume chamber. An empirical formula was given to relate the laminar flame speed and the volume fraction of alcohol. Gulder et al. [30] studied the laminar flame speeds of methanol-isooctane blends at different determined blending ratios. Their results indicated that the laminar flame speed decreased with the addition of methanol to isooctane. Since there is no accurate model for methanol-isooctane blend combustion, it was speculated that the reason was that the methanol product formaldehyde may consume the intermediate radicals and suppress the oxidation reactivity. Subsequently, Gülder et al. [31] studied the effects of blending ethanol into isooctane on the laminar flame speed, and found the isooctane combustion was strongly promoted by the addition of ethanol. In general, experimental research on alcohol-isooctane blends is still scarce and no comprehensive comparative study on the blending of different alcohols into isooctane has been performed. As mentioned above, alcohols are different from traditional fuels due to the presence of oxygen in alcohols. Engine tests suggest that oxygen content in the alcohol fuel is relevant to the knocking resistance and the harmful emissions of NOx , soot and carbonyl [2,3,32]. Gautam et al. [2,3] investigated the combustion and emission characteristics of a single-cylinder engine fueled with C1–C5 alcohol-gasoline blends. It was concluded that with the increase of oxygen content in the fuel blends, knocking resistance is enhanced, but NOx emissions are increased significantly at high compression ratios. Sathiyagnanam et al. [33] studied the emission characteristics of hexanol-ethanol-diesel blends in a diesel engine. The results indicated that soot emissions decrease significantly with increasing oxygen content. Farkade and Pathre [34] compared the effects of blending methanol, ethanol and n-butanol into gasoline on engine performance. Their results showed that CO and HC emissions decreased with the increase in oxygen content and the better engine performance is achieved with oxygen contents in the blends equaling 5%. However, limited fundamental investigation has been carried out on the effect of oxygen content on laminar combustion characteristics. In this study, the laminar flame speeds and Markstein lengths of C1–C5 primary alcohol-isooctane blends were acquired via a spherical propagating flame in a constant volume chamber. The data were determined at an initial temperature of 363 K, initial pressure of 0.1 MPa, four equivalence ratios (0.8, 1.0, 1.2, 1.5) and different volume fractions of alcohol (0%, 20%, 40%, 60%, 80%, 100%). Based on the data, the dependencies of the laminar flame speed and Markstein length on the volume fraction of alcohol were interpreted, and a correlation describing the dependence of the laminar flame speed on volume fraction of alcohol was provided. In addition, the effect of oxygen content on the variation of laminar flame speed was illustrated. Energies 2016, 9, 511 3 of 17 2. Experimental Apparatus and Data Derivation The experimental apparatus utilized to determine the laminar flame speed is composed of five parts: a cylinder chamber with an inner diameter of 180 mm and a length of 210 mm, an ignition system, a high speed camera (Phantom V611, Vision Research Inc., Wayne, NJ, USA), the control system and the optical system. Two quartz windows mounted on the two sides of the chamber provide the optical path. The high temperature of 363 K was accomplished by heating the chamber with a 1500 W heating tape surrounding the chamber. The pressure and temperature were respectively monitored by a pressure transducer and a thermocouple arranged on the chamber. At the beginning of each experiment, the chamber was heated up to the target temperature and evacuated. The liquid fuel was injected into the chamber with a microliter syringe. At least 5 min was allowed to elapse to ensure the full evaporation of the liquid fuel. Then dry air composed of 21% O2 (>99.95%) and 79% N2 (>99.95%) was introduced into the chamber. After waiting for at least 6 min to achieve uniform mixing, ignition was performed using the spark electrodes located in the center of the chamber. Meanwhile, the high speed camera was initiated to track the flame propagation. More details of the experimental setup and procedures can be found in previous studies [35–37]. The liquid fuels (C1–C5 primary alcohols and isooctane) involved in present study had purities over 99% and the specifications listed in Table 1. It is seen that the heating values of alcohols are lower than that of isooctane and heavier alcohols have higher heating values. Among the five alcohols, the oxygen content decreases monotonously with increasing length of the carbon chain. Table 1. Specifications of the fuels involved in this study [2,3,38]. Property Isooctane Methanol Ethanol Chemical formula Molecular weight (g¨ mol´1 ) Oxygen content (wt%) Density (g¨ cm´3 ) Boiling point (˝ C) Vapor pressure at 20 ˝ C (kPa) Flash point (˝ C) Lower heating value (MJ¨ kg´1 ) Solubility in water C8 H18 114.23 0 691.9 99.3 5.5 ´12 44.4 Insoluble CH4 O 32.04 49.93 792 64.7 13.02 11 19.58 Soluble C2 H6 O 46.07 34.73 789 78.37 5.95 13 26.83 Soluble n-Propanol C3 H8 O 60.1 26.62 804 97 1.99 22 30.63 Soluble n-Butanol n-Pentanol C4 H10 O 74.12 21.59 810 117.7 0.82 35 33.09 Slight soluble C5 H12 O 88.15 18.15 811 137–139 0.2 49 34.65 Slight soluble The flame radius, rf , can be directly acquired from the Schlieren pictures of flame propagation. The stretched flame propagation speed is therefore determined by: Sb “ drf ptq dt (1) Both linear and nonlinear methodologies were developed to describe the relationship between the stretched flame propagation speed and the stretched rate. Here a nonlinear expression [39,40] was adopted and is expressed as: Sb “ Sb0 ´ Sb0 Lb ¨ 2{rf (2) where Sb0 and Lb represents the unstretched flame speed and Markstein length, respectively, and 2/rf is linked to the stretch rate through the equation κ = (2/rf )¨ Sb . Finally, the laminar flame speed is deduced on the basis of mass conservation by the expression: Su0 “ ρb Sb0 {ρu (3) where ρb and ρu are the densities of the burned and unburned gas, respectively. The spark ignition and the chamber confinement are recognized to affect the accuracy of laminar flame speed measurements, therefore a flame radius of 8–22 mm was utilized to do the data processing. The total experimental uncertainty was evaluated according to the theory of Moffat et al. [41] which has been widely adopted in previous studies [42–44]. It can be described as: δSu0 “ b pBSu0 q2 ` pt1´α{2 pνqσSu0 q2 (4) Energies 2016, 9, 511 4 of 17 where t1–α/2 (ν) is the Student’s t value at 95% confidence interval and the freedom degree of ν; σSu0 represents the standard deviation of Su0 . BSu0 is the total bias uncertainty of the determination methodology and can be obtained from the following equation: Energies 2016, 9, 511 4 of 16 g fconfidence 2 and the freedom degree of ν; σ𝑆 0 n where t1–α/2(ν) is the Student’s t value at 95% fÿ u BSu0 pxiinterval q 0 BSu0𝑆u“. e represents the standard deviation of 𝐵𝑆u0 isp the totalubias uncertainty of the determination iq Bxi i “1 methodology and can be obtained from the following equation: (5) n S 0 ( x ) where xi represents the factor influencing Bthe= measurement accuracy and ui is the deviation of xi . ( u i ui )2 (5) S xi ´ 1 i 1 Present total bias uncertainty was estimated to be 1.3–2 cm¨ s with the detailed analysis given in [44,45]. standard (σS0 ) arising from data processing cm¨ s´1of . At where The xi represents thedeviation factor influencing the measurement accuracy andwas ui is 0.3–2 the deviation xi. each u −1 condition, 40–80 were utilized to do to thebedata the values of νgiven werein40–80. Present total pictures bias uncertainty was estimated 1.3–2processing, cm·s with thus the detailed analysis −1. At each condition, [44,45]. The standarduncertainty deviation (σS0uwas ) arising fromdetermined data processing wasEquation 0.3–2 cm·s(4) The total experimental finally with to be approximately 1. were utilized to do the data processing, thus the values of ν were 40–80. The total ˘2–4 40–80 cm¨ s´pictures 0 u experimental uncertainty was finally determined with Equation (4) to be approximately ±2–4 cm·s−1. 3. Results and Discussion 3. Results and Discussion 3.1. Laminar Flame Speed 3.1. Laminar Flame Speed Figure 1 shows the stretched flame propagation speed (Sb ) of pure isooctane and alcohol flames Figure 1 shows the stretched flame propagation speed (Sb) of pure isooctane and alcohol flames versus stretch rate at 0.1 MPa, 363 K and four different equivalence ratios. It is observed that isooctane versus stretch rate at 0.1 MPa, 363 K and four different equivalence ratios. It is observed that isooctane flames always present thethe lowest flames,demonstrating demonstrating isooctane flames flames always present lowestSbSbamong among all all fuel fuel flames, thatthat isooctane flames propagates the slowest. The difference between the alcohol flames changes with the variation of propagates the slowest. The difference between the alcohol flames changes with the variation of equivalence ratio. At ϕ = 0.8 and 1.0, the methanol flame exhibits approximately the same S as the equivalence ratio. At = 0.8 and 1.0, the methanol flame exhibits approximately the same Sb as the b ethanol flame, higher b values thanthose those of the alcohol flames. ethanol flame, and and higher Sb Svalues than the C3–C5 C3–C5primary primary alcohol flames. 4.0 4.0 (a) = 0.8 Tu= 363 K 2.5 2.5 2.0 -1 Pu= 0.1 MPa -1 Sb / m s 3.0 methanol ethanol n-propanol n-butanol n-pentanol isooctane 1.5 1.0 0.5 0 Sb / m s 3.0 0.0 2.0 1.5 0.5 0.0 0 100 200 300 400 500 600 700 800 900 1000 /s 4.5 (c) 3.5 4.0 3.0 3.5 (d) 3.0 Sb / m s -1 -1 2.5 2.0 1.5 1.0 = 1.2 2.5 2.0 1.5 = 1.5 1.0 0.5 0.0 = 1.0 1.0 100 200 300 400 500 600 700 800 900 1000 /s 4.0 Sb / m s (b) 3.5 3.5 0.5 0 100 200 300 400 500 600 700 800 900 1000 /s 0.0 0 100 200 300 400 500 600 700 800 900 1000 /s Figure 1. Stretched flame propagation speed vs. stretch rate at different equivalence ratios for pure Figure 1. Stretched flame propagation speed vs. stretch rate at different equivalence ratios for pure isooctane and pure C1–C5 primary alcohol flames: (a) = 0.8; (b) = 1.0; (c) = 1.2; and (d) = 1.5. isooctane and pure C1–C5 primary alcohol flames: (a) ϕ = 0.8; (b) ϕ = 1.0; (c) ϕ = 1.2; and (d) ϕ = 1.5. A line is shown in (a) to indicate the nonlinear extrapolation. A line is shown in (a) to indicate the nonlinear extrapolation. At = 1.2 and 1.5, Sb of methanol flame remains the fastest, while the Sb of the ethanol flame At ϕ = 1.2 and 1.5, Sbas ofthe methanol flame remains thethe fastest, while the ratios, Sb of the ethanol flame exhibits a similar value C3–C5 primary alcohols. At four equivalence no significant difference is observed flame propagation speeds of alcohols, although the exhibits a similar value asfor thetheC3–C5 primary alcohols. Atthe theC3–C5 four primary equivalence ratios, no significant n-propanol flame presents higher valuesspeeds than that n-butanol n-pentanol at 0.8. difference is observed for the slightly flame propagation ofofthe C3–C5 and primary alcohols, although the n-propanol flame presents slightly higher values than that of n-butanol and n-pentanol at 0.8. Energies 2016, 9, 511 5 of 17 In Figure 2, laminar flame speeds measured in this study are compared with the data5 acquired Energies 2016, 9, 511 of 16 from the literature to evaluate the performance of the experimental apparatus. Error bars are marked to In Figure 2, laminar flame speedsuncertainty. measured inFigure this study compared with the dataspeeds acquired indicate the experimental measurement 2a,bare gives the laminar flame of pure from theisooctane literature to evaluate theMPa, performance of the experimental Error are marked ethanol and flames at 0.1 respectively. It is seen the apparatus. present data arebars in good agreement the experimental measurement uncertainty. 2a,b gives the speeds laminarof flame speeds of with to theindicate data from literatures [10,46–50]. Figure 2c givesFigure the laminar flame ethanol-isooctane pure ethanol and isooctane flames at 0.1 MPa, respectively. It is seen the present data are in good blend-air mixtures versus volume fraction of ethanol at 0.1 MPa. It is seen the present data at 363 K agreement with the data from literatures [10,46–50]. Figure 2c gives the laminar flame speeds of is located between the two sets of data at 348 K and 373 K measured by Rau et al. [51]. This result is ethanol-isooctane blend-air mixtures versus volume fraction of ethanol at 0.1 MPa. It is seen the reasonable because of the fundamental effect of the initial temperature. To allow a direct comparison present data at 363 K is located between the two sets of data at 348 K and 373 K measured by Rau et 0 between the present data and the data of Raufundamental et al. [51],effect an empirical relationship Tu1.8 [52] u 9 al. [51]. This result is reasonable because of the of the initial temperature.STo allow was introduced to account forthe thepresent effect data of the temperature on therelationship laminar flame a direct comparison between and10 theKdata of Rau et al.difference [51], an empirical 0 1.8 speed. 10 K difference results a 1–2ofcm/s in the laminar 𝑆u It∝is𝑇ufound [52] that was the introduced to account for theineffect the 10decrease K temperature differenceflame on thespeed. laminar flameadjusted speed. It isdata found thatwell the 10with K difference results in aFigure 1–2 cm/s laminarflame The temperature agree the present data. 2ddecrease shows in thethe laminar flame speed. The temperature adjusted data agreeequivalence well with theratios. presentThe data. Figure 2d shows the by speeds of n-butanol-isooctane blends at different experiment conducted laminar flame speeds of n-butanol-isooctane blends at different equivalence ratios. The experiment Zhang et al. [27] was at 353 K which is 10 K lower than the present temperature, thus the data of conducted by Zhang et al. [27] was at 353 K which is 10 K lower than the present temperature, thus Zhang et al. [27] were adjusted to match those at 363 K. It is seen that the present data agree well the data of Zhang et al. [27] were adjusted to match those at 363 K. It is seen that the present data with the data of Zhang et al. [27] at 0.8 equivalence ratio after temperature adjustment. At 1.0 and agree well with the data of Zhang et al. [27] at 0.8 equivalence ratio after temperature adjustment. At 1.5, the data slightly deviate from the temperature-adjusted data but the deviations are within the 1.0 and 1.5, the data slightly deviate from the temperature-adjusted data but the deviations are within experimental uncertainty. the experimental uncertainty. 0.5 0.7 (b) (a) 0.6 0.4 ethanol isooctane S0u / ms 0.4 0 Su / m s -1 -1 0.5 Pu= 0.1 MPa 0.3 Present data, 363 K Liao et al., 358 K [46] Egofopoulos et al., 363 K [47] G lder et al., 358 K [48] 0.2 0.1 0.0 0.8 1.0 1.2 1.4 Equivalence ratio 1.6 1.8 0.6 0.8 n-butanol+isooctane 0.44 Present data, 363 K Rau et al., 373 K [51] Rau et al., tem adjustment Rau et al., 348 K [51] 0.32 0.0 0.2 1.4 1.6 = 1.0 (d) = 0.8 0.40 0.48 0.36 1.2 0.48 ethanol+isooctane 0.40 1.0 Equivalence ratio 0.56 (c) S0u / ms-1 S0u / ms-1 Present data, 363 K Baloo et al., 363 K [49] Sileghem et al., 358 K [10] Dirrenberger et al., 358 K [50] 0.1 0.52 0.28 Pu= 0.1 MPa 0.2 0.0 0.6 0.60 0.56 0.3 = 1.0 Pu= 0.1 MPa 0.4 0.6 0.8 Volume fraction of ethanol 1.0 0.32 = 1.5 0.24 0.16 Pu= 0.1 MPa Present data (363 K) Zhang et al. (353 K) [27] Zhang et al. (tem adjustment) 0.08 0.00 0.0 0.2 0.4 0.6 0.8 Volume fraction of n-butanol 1.0 Figure 2. Laminar flame speeds of alcohol-isooctane blends acquired in present study and in Figure 2. Laminar flame speeds of alcohol-isooctane blends acquired in present study and in literatures [10,27,46–51] at 0.1 MPa: (a) pure ethanol; (b) pure isooctane; (c) ethanol-isooctane blends; literatures [10,27,46–51] at 0.1 MPa: (a) pure ethanol; (b) pure isooctane; (c) ethanol-isooctane blends; and (d) n-butanol-isooctane blends. and (d) n-butanol-isooctane blends. Figure 3 plots the laminar flame speeds of C1–C5 primary alcohol-isooctane blends at 363 K, 0.1 MPa and3 different equivalence ratios. speeds Error bars just indicated methanol-isooctane blendsat for363 K, Figure plots the laminar flame of are C1–C5 primaryfor alcohol-isooctane blends clarity. laminar flame speeds exhibit nonlinear with addition of alcohol to for 0.1 MPa andThe different equivalence ratios. Errorabars are justincrease indicated forthe methanol-isooctane blends isooctane. The increase rate depends on the kind of alcohol considered. This is consistent with the clarity. The laminar flame speeds exhibit a nonlinear increase with the addition of alcohol to isooctane. results obtained by Zhang et al. [27] and Broustail et al. [28,29]. It also provides support for the The increase rate depends on the kind of alcohol considered. This is consistent with the results obtained conclusions derived on engine tests that the combustion duration was decreased with the alcohols by Zhang et al. [27] and Broustail et al. [28,29]. It also provides support for the conclusions derived blended into gasoline. The methanol addition into isooctane is identified to be the most effective at on engine tests that the combustion duration was decreased with the alcohols blended into gasoline. The methanol addition into isooctane is identified to be the most effective at promoting the flame propagation at different equivalence ratios. Therefore, a pure methanol flame gives the fastest flame Energies 2016, 2016, 9, 5119, 511 Energies 6 of 166 of 17 promoting the flame propagation at different equivalence ratios. Therefore, a pure methanol flame speedgives among different alcohol flames. difference between and between the remaining alcohols the the fastest flame speed among theThe different alcohol flames. methanol The difference methanol and the remaining alcohols is within 3 cm/s at the equivalence ratio of greater at 1.0, is within 3 cm/s at the equivalence ratio of 0.8, but much greater at0.8, 1.0,but 1.2much and 1.5. This result is 1.2 and 1.5. the Thisresults result is consistent theetresults obtained Veloo et al.et[22,23] Beeckmann consistent with obtained bywith Veloo al. [22,23] and by Beeckmann al. [24]and under rich mixture et al. [24] under rich mixture conditions. Under lean conditions, Veloo et al. [22] and Beeckmann et conditions. Under lean conditions, Veloo et al. [22] and Beeckmann et al. [24] found that methanol al. [24] found that methanol flame exhibits similar laminar flame speeds to ethanol, n-propanol and flame exhibits similar laminar flame speeds to ethanol, n-propanol and n-butanol flames, which is n-butanol flames, which is slightly different from the present result. In the present study, the addition slightly different from the present result. In the present study, the addition of ethanol results in a similar of ethanol results in a similar laminar flame speed enhancement as those of n-propanol, n-butanol laminar speedatenhancement asratios thoseofof0.8 n-propanol, and n-pentanol theand equivalence andflame n-pentanol the equivalence and 1.5, andn-butanol a higher enhancement rate at at 1.0 1.2. ratiosThis of 0.8 and 1.5, and higher enhancement rate by at 1.0 and 1.2. result agrees well with the result agrees well a with the conclusions obtained Broustail et al.This [28,29] for ethanol-isooctane conclusions obtained by Broustail and n-butanol-isooctane blends. et al. [28,29] for ethanol-isooctane and n-butanol-isooctane blends. 0.50 methanol+isooctane ethanol+isooctane n-propanol+isooctane n-butanol+isooctane n-pentanol+isooctane 0.40 0.65 (a) (b) 0.60 Pu= 0.1 MPa S0u / ms-1 S0u / ms-1 0.45 = 0.8 Tu= 363 K 0.35 0.50 0.45 0.30 0.25 = 1.0 0.55 0.0 0.2 0.4 0.6 0.8 Volume fraction of alcohol 0.40 1.0 0.0 0.2 0.4 0.6 0.8 Volume fraction of alcohol 0.50 0.65 1.0 (d) (c) 0.45 0.60 = 1.2 0.55 S0u / ms-1 S0u / ms-1 0.40 0.50 = 1.5 0.35 0.30 0.25 0.45 0.20 0.40 0.0 0.2 0.4 0.6 0.8 Volume fraction of alcohol 0.15 1.0 0.0 0.2 0.4 0.6 0.8 Volume fraction of alcohol 1.0 Figure 3. Laminar flame speeds of the alcohol-isooctane blends vs. volume fraction of alcohol at 363 K, Figure 3. Laminar flame speeds of the alcohol-isooctane blends vs. volume fraction of alcohol at 363 K, 0.1 MPa, and different equivalence ratios: (a) = 0.8; (b) = 1.0; (c) = 1.2; and (d) = 1.5. Lines are 0.1 MPa, and different equivalence ratios: (a) ϕ = 0.8; (b) ϕ = 1.0; (c) ϕ = 1.2; and (d) ϕ = 1.5. Lines are calculated using Equation (8) in Section 3.4. calculated using Equation (8) in Section 3.4. 3.2. Interpretation on the Variation of Laminar Flame Speeds 3.2. Interpretation on the Variation of Laminar Flame Speeds Laminar flame speed is closely linked to the properties of thermal, diffusive and chemical kinetics, be described [53,54]: Laminarwhich flamecan speed is closelyaslinked to the properties of thermal, diffusive and chemical kinetics, which can be described as [53,54]: u Su0 (λ / Cp )Le[exp( Ea / R0Tad )] (6) 0 where Le, Ea and Tad denotes the number, the activation energy and adiabatic temperature, (6) ρu SLewis u 9pλ{Cp qLerexpp´Ea {R0 Tad qs respectively; and λ/Cp is the density-compensated thermal diffusivity. Tad is calculated based on thermal Lewis number (Le) number, is definedthe as the ratio of thermal diffusivity and where Le, Eaequilibrium. and Tad denotes the Lewis activation energy and andmass adiabatic temperature, derived by: respectively; and λ/Cp is the density-compensated thermal diffusivity. Tad is calculated based on λ thermal equilibrium. Lewis number (Le) is defined as the ratio of thermal and mass diffusivity Le (7) and C D derived by: in which λ is the thermal conductivity of the mixture,λ Cp is the specific heat of the mixture and Dm is Le “ (7) the mass diffusivity of the deficient species. The Lennard-Jones potential data of the blends involved ρu Cp Dm u p m in which λ is the thermal conductivity of the mixture, Cp is the specific heat of the mixture and Dm is the mass diffusivity of the deficient species. The Lennard-Jones potential data of the blends involved in the determination of Dm were calculated based on the mass average of the pure fuels. The terms of Tad Energies 2016, 9, 511 Energies 2016, 9, 511 Energies 2016, 9, 511 7 of 16 7 of 16 7 of 17 TadT/adK/ K in the determination of Dm were calculated based on the mass average of the pure fuels. The terms of inadthe of Dm the were calculated on the average of the pure fuels. The Figure terms of T anddetermination (λ/Cp)Le represent effects of thebased thermal andmass diffusive properties, respectively. 4 T ad and (λ/Cp)Le represent the effects of the thermal and diffusive properties, respectively. Figure 4 and (λ/C )Lealcohol-isooctane represent the effects of the and diffusive properties, 4 shows shows Tadpof blends at thermal the equivalence ratio of 1.2, 363 Krespectively. and 0.1 MPa.Figure It is observed shows Tdecreases ad of alcohol-isooctane blends at the equivalence ratio of 1.2, 363 K and 0.1 MPa. It is observed T blends at with the equivalence ratio of 1.2, 363 K andis0.1 MPa.by It is observed Tad that Tadalcohol-isooctane monotonously the addition of alcohols, which caused the smaller that heating ad of that T ad decreases monotonously with the addition of alcohols, which is caused by the smaller heating decreases with the addition of alcohols,Lower whichalcohols is causedhave by thesmaller smallerheating heating values values values of monotonously C1–C5 alcohols compared to isooctane. values oftoalcohols C1–C5 compared toTisooctane. Lowerwith alcohols have heating values of C1–C5 compared to to isooctane. have smaller heating values referring to referring Table 1,alcohols thus leading lower adLower of theiralcohols blends isooctane forsmaller a fixed volume fraction referring to Table 1, thus leading to lower T ad of their blends with isooctane for a fixed volume fraction Table 1, thus leading to lower T of their blends with isooctane for a fixed volume fraction of alcohol. of alcohol. ad of alcohol. 2260 2260 2250 2250 2240 2240 2230 2230 2220 2220 2210 2210 2200 2200 2190 2190 = 1.2 == 1.2 T 363 K u Tu= = 0.1 363MPa K P u Pu= 0.1 MPa methanol+isooctane methanol+isooctane ethanol+isooctane ethanol+isooctane n-propanol+isooctane n-propanol+isooctane n-butanol+isooctane n-butanol+isooctane n-pentanol+isooctane n-pentanol+isooctane 0.0 0.2 0.4 0.6 0.8 of alcohol 0.0 0.2Volume 0.4fraction0.6 0.8 Volume fraction of alcohol 1.0 1.0 Figure Figure 4. 4. Adiabatic Adiabatic temperature temperature of of alcohol-isooctane alcohol-isooctane blends blends vs. vs. volume volumefraction fractionof ofalcohol alcoholat at363 363 K, K, Figure 4.and Adiabatic temperature ofofalcohol-isooctane blends vs. volume fraction of alcohol at 363 K, 0.1 MPa the equivalence ratio 1.2. 0.1 MPa and the equivalence ratio of 1.2. 0.1 MPa and the equivalence ratio of 1.2. Figures 5 and 6 show the density compensated thermal diffusivity (λ/Cp) and Lewis number (Le) and66show showthe thedensity densitycompensated compensated thermal diffusivity (λ/C Lewis number p ) and Figures 55 and thermal diffusivity p) and Lewis number (Le) of five alcohol-isooctane blends at 363 K, 0.1 MPa, respectively. λ/C(λ/C p and Le decrease with the (Le)five of alcohol-isooctane five alcohol-isooctane blends atK,363 K, 0.1 respectively. MPa, respectively. λ/C and Le with decrease pdecrease of blends at 363 0.1 MPa, λ/C p and Le the increasing blending ratio of alcohol, and the values decrease more for lower alcohols. Therefore, with the increasing blending ratio of alcohol, and the values decrease more for lower alcohols. increasing blendingblends ratio of alcohol, and the values decrease more for lower alcohols. Therefore, methanol-isooctane have the lowest values of λ/C p and Le for a fixed volume fraction of alcohol. Therefore, methanol-isooctane blends have the lowest values ofLe λ/C and Le volume for a fixed volume methanol-isooctane blends have the lowest values of λ/C p and forp aprimary fixed fraction of fraction alcohol. This demonstrates that methanol is more diffusive than the other alcohols and isooctane. of alcohol. This demonstrates thatismethanol is morethan diffusive thanprimary the other primary alcohols and This demonstrates that methanol more diffusive the other alcohols and isooctane. Combining with the result of Tad, it is concluded that both thermal and diffusive factors exert negative isooctane. Combining with the result of T , it is concluded that both thermal and diffusive factors exert Combining with theflame resultspeed of Tad, with it is concluded that both thermal and diffusive factors exert negative effects on laminar theadincreasing volume fraction of alcohol. Moreover, such a negative effects on laminar flame with speedthe with the increasing volume fraction of alcohol. Moreover, such effects on laminar flame speed increasing volume fraction of alcohol. Moreover, such a negative effect is identified to be the strongest for the methanol-isooctane blends which, however, a negative effect is identified to be the strongest for the methanol-isooctane blends which, however, negative is laminar identified to bespeed. the strongest foritthe methanol-isooctane blends which, have the effect highest flame Therefore, is speculated that the chemical kinetichowever, effect is Therefore, itit is is speculated speculated that that the the chemical chemical kinetic kinetic have the highest laminar flame speed. Therefore, primarily responsible for the laminar flame speed variation with the addition of alcohols. effect is primarily responsible for the laminar flame speed speed variation variation with with the the addition addition of of alcohols. alcohols. -5 2.9x10 -5 2.9x10 -5 -1 C / kg/m C s s / kg/m p p -1 2.8x10 -5 2.8x10 -5 2.7x10 -5 2.7x10 -5 2.6x10 -5 2.6x10 -5 2.5x10 -5 2.5x10 = 1.2 == 1.2 T 363 K u T = 363MPa K u P = 0.1 u Pu= 0.1 MPa methanol+isooctane methanol+isooctane ethanol +isooctane ethanol+isooctane n-propanol +isooctane n-propanol+isooctane n-butanol+isooctane n-butanol+isooctane n-pentanol +isooctane n-pentanol+isooctane 0.0 0.2 0.4 0.6 0.8 0.0 0.2 Volume 0.4fraction 0.6of alcohol 0.8 Volume fraction of alcohol 1.0 1.0 Figure 5. Density-compensated thermal diffusivity of alcohol-isooctane blend-air mixtures at 363 K, Figure 5.and Density-compensated thermal Figure Density-compensated thermal diffusivity of of alcohol-isooctane alcohol-isooctane blend-air blend-air mixtures mixtures at at 363 363 K, K, 0.1 MPa5. the equivalence ratio of 1.2. diffusivity 0.1 of 1.2. 1.2. 0.1 MPa MPa and and the the equivalence equivalence ratio ratio of The laminar flame speed differences between the five alcohol-isooctane blends are inherently Thebylaminar flamecombustion speed differences between the fivefuels. alcohol-isooctane are kinetics inherently caused the distinct chemistries of the pure Therefore, theblends chemical of The laminar flame speed differences between the five alcohol-isooctane blends are inherently caused by the distinct combustion chemistries of the pure fuels. Therefore, the chemical kinetics of pure alcohols isooctane were comparatively Figure 7 showsthe thechemical simulations of C1– caused by theand distinct combustion chemistries ofinvestigated. the pure fuels. Therefore, kinetics of pure alcohols and isooctane were comparatively investigated. Figure 7 shows the simulations of C1– C5 primary and isooctane versus equivalence ratio Figure at 363 7Kshows and 0.1 The simulations pure alcoholsalcohols and isooctane were comparatively investigated. theMPa. simulations of C1–C5 C5 primary alcohols and isooctane versus equivalence ratio at CHEMKIN 363 K and 0.1 MPa. The simulations were carried out and with the PREMIX [55] coupling package [55–58]. Inwere the primary alcohols isooctane versuscode equivalence ratio atwith 363 K and 0.1 MPa. The simulations were carried out with the PREMIX code [55] coupling with CHEMKIN package [55–58]. In the Energies 2016, 9, 511 8 of 17 Energies 2016, 9, 511 8 of 16 carried out2016, with9, the Energies 511 PREMIX code [55] coupling with CHEMKIN package [55–58]. In the simulations, 8 of 16 thewell Soret as well as the mixture-averaged were used. Here the we adopted the simulations, Soret effect as aseffect the mixture-averaged transport weretransport used. Here we adopted mechanism simulations, effect as well as the transport were used. Here wethe adopted the mechanism ofSoret C1–C5 alcohol combustion developed Sarathy et al. [25] to alcohols’ simulate alcohols’ of C1–C5 alcoholthe combustion developed bymixture-averaged Sarathy et al.by[25] to simulate the flames and the the mechanism of C1–C5 alcohol combustion developed by Sarathy et al. [25] to simulate the alcohols’ and theproposed PRF mechanism proposed by Chaos et al. [59] simulateflames. the isooctane flames. is PRFflames mechanism by Chaos et al. [59] to simulate the to isooctane It is seen thatItunder flames the PRF mechanism proposed by Chaos et al. [59]curves to simulateslightly the isooctane flames. It is of thatand under conditions, the methanol than those leanseen conditions, thelean methanol simulation curvessimulation are slightly lowerare than thoselower of ethanol, similar to seen that undertolean conditions, the methanol simulation curves arethan slightly lower than thoseUnder of ethanol, similar those of the C3–C5 primary alcohols and higher those of isooctane. thoseethanol, of the C3–C5 primary and higheralcohols than those of isooctane. Under rich conditions, similar to those ofalcohols the C3–C5 primary and higher than those of isooctane. Under the rich conditions, the simulated methanol curves are the highest, followed by ethanol, n-propanol, nsimulated methanol curves are the highest, followed by ethanol, n-propanol, n-butanol and n-pentanol, rich conditions, the simulated methanol curves are the highest, followed by ethanol, n-propanol, nbutanol and n-pentanol, and isooctane flame gives the lowest values. This result accurately captures and isooctane flame gives the values. This result accurately captures differences between butanol and n-pentanol, andlowest isooctane flame gives the lowest values. This result the accurately captures the differences between the pure fuels observed in the experimental data. the differences between fuels observed the pure fuels observed in the the pure experimental data.in the experimental data. 3.2 3.2 0.94 0.94 (a) (a) 0.92 0.92 2.4 2.4 = 0.8 = 0.8 Tu==363 2.0 363KK 2.0 T u PP = 0.1 MPa u = 0.1 MPa 1.6 u 1.6 methanol+isooctane methanol+isooctane ethanol+isooctane 1.2 ethanol+isooctane 1.2 n-propanol+isooctane n-propanol+isooctane 0.8 n-butanol+isooctane 0.8 n-butanol+isooctane n-pentanol+isooctane n-pentanol+isooctane 0.4 0.4 0.0 0.2 0.4 0.6 0.8 0.0 0.2 0.4 0.8 Volume fraction fraction of alcohol Volume alcohol 0.90 0.90 Le Le Le Le 2.8 2.8 (b) (b) 0.88 0.88 == 1.21.2 0.86 0.86 0.84 0.84 0.82 0.82 0.80 0.80 1.0 1.0 0.0 0.0 0.20.2 0.40.4 0.60.6 0.8 0.8 1.0 1.0 Volume fraction of alcohol Volume fraction of alcohol 0.94 (c)(c) 0.92 0.92 Le Le 0.90 0.90 0.88 0.88 0.86 0.86 = 1.5 = 1.5 0.84 0.84 0.82 0.82 0.80 0.80 0.0 0.0 0.2 0.4 0.6 0.8 0.2Volume0.4 0.8 fraction0.6 of alcohol Volume fraction of alcohol 1.0 1.0 Figure 6. Lewis number of C1–C5 primary alcohol-isooctane blends at different equivalence ratios: (a) Figure 6. Lewis number primaryalcohol-isooctane alcohol-isooctane blends at different equivalence Figure 6. Lewis numberof of C1–C5 C1–C5 primary blends at different equivalence ratios: ratios: (a) = 0.8; (b) = 1.0; and (c) = 1.2. (a) ϕ = 0.8; (b) ϕ = 1.0; and (c) ϕ = 1.2. = 0.8; (b) = 1.0; and (c) = 1.2. 0.75 0.75 0.60 0.60 S0u / Sm0u /s-1ms-1 0.45 0.45 0.30 0.30 0.15 0.15 0.00 0.7 0.00 0.7 0.8 0.9 0.8 0.9 methanol ethanol methanol n-propanol ethanol n-butanol n-propanol Tu= 363 K n-pentanol n-butanol PT = 0.1 MPa u u= 363 K isooctane n-pentanol Pu= 0.1 MPa isooctane 1.0 1.1 1.2 1.3 1.4 1.5 Equivalence ratio 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.6 Equivalence ratio at 363 K and 0.1 MPa using the Figure 7. Simulations of C1–C5 primary alcohols and isooctane mechanisms proposed by Sarathy et al. [25] and Chaos et al. [59], respectively. Figure 7. Simulations of C1–C5 primary alcohols and isooctane at 363 K and 0.1 MPa using the Figure 7. Simulations of C1–C5 primary alcohols and isooctane at 363 K and 0.1 MPa using the mechanisms proposed by Sarathy et al. [25] and Chaos et al. [59], respectively. mechanisms proposed Sarathy et al. [25] and Chaos et al.species [59], respectively. Sensitivity analysisbywas performed to identify the key and reactions highly sensitive to the laminar flame speed variation. The sensitivity coefficient, SFi, is evaluated by the expression Sensitivity analysis was performed to identify the key species and reactions highly sensitive to 𝑘 𝜕𝑆 0 Sensitivity analysis was performed identifyof the key species and reactions highly sensitive 𝑆𝐹𝑖laminar = 0𝑖 u ,flame wherespeed ki represents theThe rateto constant reaction i.SFFigure 8 depicts sensitivity the variation. sensitivity coefficient, i, is evaluated bythethe expression 𝑆u 𝜕𝑘𝑖 𝑘 𝜕𝑆 0 flame speed variation. The sensitivity coefficient, SFi , is evaluated by the expression to the laminar 𝑆𝐹 = 𝑖 u , where ki represents the rate constant of reaction i. Figure 8 depicts the sensitivity 𝑖 SFi “ 0 0 k i 𝑆uB S𝜕𝑘 u𝑖 , Su0 B k i where ki represents the rate constant of reaction i. Figure 8 depicts the sensitivity Energies 2016, 9, 511 9 of 17 Energiesof 2016, 9 ofMPa 16 coefficients the9, 511 laminar flame speeds of the pure alcohols and isooctane at 363 K, 0.1 and the equivalence ratio of 1.2. It is seen that the laminar flame speeds of different fuels are primarily coefficients of the laminar flame speeds of the pure alcohols and isooctane at 363 K, 0.1 MPa and the sensitive to the kinetics of H and small hydrocarbons. Fuel-specific reactions are not included, equivalence ratio of 1.2. It2 is seen that the laminar flame speeds of different fuels are primarily suggesting theytoare the rate-limiting reactions. This Fuel-specific result is consistent the observations sensitive thenot kinetics of H2 and small hydrocarbons. reactions with are not included, on many other hydrocarbons [14,45,52]. Nevertheless, it is noted that the laminar flame of suggesting they are not the rate-limiting reactions. This result is consistent with the observationsspeeds on many other hydrocarbons [14,45,52]. Nevertheless, it is noted that the laminar flame speeds of heavier heavier hydrocarbons (the heavier alcohols and isooctane) are more sensitive to the kinetics of stable heavier alcohols and isooctane) are more sensitive to the kinetics of stable species species hydrocarbons like C2 H2 , C(the 3 H6 and iC4 H8 . This indicates that the effects of the distributions of stable species like C2H2, C3H6 and iC4H8. This indicates that the effects of the distributions of stable species on on laminar flame speed are fairly significant for heavy alcohols and isooctane. The distributions of laminar flame speed are fairly significant for heavy alcohols and isooctane. The distributions of these these key species revealed in the sensitivity analyses will change as different alcohols are blended into key species revealed in the sensitivity analyses will change as different alcohols are blended into isooctane, and finally result in the variation flamespeed. speed. isooctane, and finally result in the variationofoflaminar laminar flame (a) methanol ethanol n-propanol n-butanol n-pentanol isooctane iC4H8<=>iC4H7+H C3H6+OH<=>C3H5-A+H2O C3H6+H<=>C2H4+CH3 C3H5-A+H(+M)<=>C3H6(+M) CH3+HO2<=>CH3O+OH = 1.2 Tu= 363 K CH3+H(+M)<=>CH4(+M) Pu= 0.1 MPa C2H3+H<=>C2H2+H2 CH2O+H(+M)<=>CH2OH(+M) C3H6+OH<=>aC3H5+H2O C2H3+H<=>C2H2+H2 H+C2H4(+M)<=>C2H5(+M) CH2+O2=>2H+CO2 O+CH3=>H+H2+CO HCO+M<=>H+CO+M HCO+OH<=>CO+H2O = 1.2 HCO+H2O<=>H+CO+H2O HCO+H<=>CO+H2 Tu= 363 K 2CH3<=>H+C2H5 HCO+M<=>H+CO+M CO+OH<=>CO2+H Pu= 0.1 MPa 2CH3(+M)<=>C2H6(+M) CH+O2<=>O+HCO HO2+OH<=>H2O+O2 HO2+CH3<=>OH+CH3O H2+O2<=>H+HO2 OH+CO<=>H+CO2 HO2+H<=>OH+OH OH+CH3<=>CH2*+H2O H+O2(+M)<=>HO2(+m) H+HCO<=>H2+CO H+CH3(+M)<=>CH4(+M) H+OH+M<=>H2O+M OH+H2<=>H+H2O H+OH+M<=>H2O+M H+O2<=>O+OH -0.2 -0.1 0.0 (b) iC4H7<=>aC3H4+CH3 C3H6+H<=>C3H5-A+H2 H+O2<=>O+OH 0.1 0.2 0.3 0.4 0.5 -0.2 -0.1 0.0 0.1 0.2 0.3 0.4 0.5 Figure 8. Normalized rate constant sensitivity coefficients on laminar flame speed for (a) pure C1–C5 Figure 8. Normalized rate constant sensitivity coefficients on laminar flame speed for (a) pure C1–C5 primary alcohols and (b) pure isooctane at 363 K, 0.1 MPa and the equivalence ratio of 1.2. primary alcohols and (b) pure isooctane at 363 K, 0.1 MPa and the equivalence ratio of 1.2. Figure 9 plots the mole fractions of key species in different fuel flames at 363 K, 0.1 MPa and the equivalence ratio of 1.2. The concentrations of H and OH are positively relevant to the laminar flame Figure 9 plots the mole fractions of key species in different fuel flames at 363 K, 0.1 MPa and speed. Obviously, the mole fractions of H, OH in alcohol flames are significantly higher than those the equivalence ratio of 1.2. The concentrations of H and OH are positively relevant to the laminar in isooctane flame, which explains why alcohols exhibit higher laminar flame speeds than isooctane. flame speed. the mole fractionsthe ofmole H, fractions OH in alcohol flames are significantly With the Obviously, addition of alcohols into isooctane, of O and OH are increased, promoting higher than those in isooctane which the explains why alcohols higher the overall reactivityflame, and enhancing flame propagation. The exhibit mole fractions of laminar H and OHflame in C3–speeds C5 primaryWith alcohol flames are similar, and lower than those in methanol andfractions ethanol flames, whichOH are than isooctane. the addition of alcohols into isooctane, the mole of O and is consistent with the laminar flame speed conclusion. Figure 9c shows the mole fractions of CH in increased, promoting the overall reactivity and enhancing the flame propagation. The mole3 fractions different fuel flames. It is observed that isooctane flame has the highest CH 3 concentration, followed of H and OH in C3–C5 primary alcohol flames are similar, and lower than those in methanol and by C2–C5 primary alcohols and methanol flames. CH3 can be mainly consumed through two ethanol flames, which is consistent with the laminar flame speed conclusion. Figure 9c shows the terminating reactions, CH3 + H (+ M) <=> CH4 (+ M) and CH3 + CH3 <=> C2H6. Therefore, a high mole fractions of CH in3 will different flames. is observed that isooctane flame has the highest concentration of 3CH reducefuel the H and CHIt 3 concentrations and inhibit the flame propagation. CH3 concentration, followed by C2–C5 primary alcohols andthan methanol flames. CH There is a much higher concentration of CH3 in ethanol flames in methanol flames, contributing 3 can be mainly to thethrough lower flame of ethanol reactions, than methanol. the mole C3HCH 6. The consumed twospeed terminating CHFigure (+shows M) <=> CH4fractions (+ M) ofand 3 + H9d 3 + CH3 of Ca3Hhigh 6 increases as the alcohol heavier, and isooctane the highest <=> C2 concentration H6 . Therefore, concentration of becomes CH3 will reduce the H andflame CH3 has concentrations and 3H6 concentration. C3H6 are primarily consumed by C3H6 + H <=> C3H5 − A + H2 and C3H6 + OH <=> inhibit C the flame propagation. There is a much higher concentration of CH3 in ethanol flames than C3H5 − A + H2O, as noted in Figure 8. Thus a high concentration of C3H6 retards the overall reaction in methanol flames, contributing to the lower flame speed of ethanol than methanol. Figure 9d and the flame propagation. In summary, the species retarding the overall reactivity tends to exhibit shows higher the mole fractions in ofthe C3flames H6 . The concentration of much C3 H6higher increases as theflames. alcohol becomes concentrations of heavier alcohols and in isooctane With heavier,theand isooctane flamealcohols has theinto highest C3 Hthe consumed additions of various isooctane, concentrations ofCthe are changed in 6 concentration. 3 Hspecies 6 are primarily extent, laminar kinetic in analyses by C3 H6different + H <=> C3 H5finally ´ A +causing H2 andthe C3 H <=> speed C3 H5 distinctions. ´ A + H2 O,The as noted Figureabove 8. Thus a 6 + OHflame provide strong of support our chemical kineticsreaction considerations. high concentration C3 H6forretards the overall and the flame propagation. In summary, the species retarding the overall reactivity tends to exhibit higher concentrations in the flames of heavier alcohols and much higher in isooctane flames. With the additions of various alcohols into isooctane, the concentrations of the species are changed in different extent, finally causing the laminar flame speed distinctions. The kinetic analyses above provide strong support for our chemical kinetics considerations. Energies 2016, 9, 511 10 of 17 Energies 2016, 9, 511 10 of 16 Mole fraction 103 12 methanol ethanol n-propanol n-butanol n-pentanol isooctane H 10 8 8 = 1.2 Tu= 363 K 2 6 4 2 Pu= 0.1 MPa 0 0.0 0.1 0.2 Distance / cm 0.3 0 0.0 0.4 35 30 (b) OH 6 4 10 (a) Mole fraction 103 14 0.2 Distance / cm 0.3 50 (c) CH3 0.1 0.4 (d) C3H6 4 Mole fraction 10 Mole fraction 104 40 25 20 15 10 20 10 5 0 0.05 30 0.06 0.07 0.08 0.09 0.10 Distance / cm 0.11 0.12 0 0.04 0.06 0.08 Distance / cm 0.10 0.12 Figure 9. Mole fraction profiles of key species for pure isooctane and alcohol fuels at 363 K, 0.1 MPa Figure 9. Mole fraction profiles of key species for pure isooctane and alcohol fuels at 363 K, 0.1 MPa and equivalence ratio of 1.2: (a) H; (b) OH; (c) CH3; and (d) C3H6. and equivalence ratio of 1.2: (a) H; (b) OH; (c) CH3 ; and (d) C3 H6 . 3.3. The Effect of Oxygen Content 3.3. The Effect of Oxygen Content To learn the effect of oxygen content on the laminar flame characteristics, the laminar flame To learn the alcohol-isooctane effect of oxygenblends content the laminar the laminar speeds of the wereon plotted in Figureflame 10 as acharacteristics, function of the mass content offlame oxygen in the blends at 363 K, 0.1 MPa and four different equivalence ratios. At all equivalence ratios, speeds of the alcohol-isooctane blends were plotted in Figure 10 as a function of the mass content with different alcohols added into isooctane, laminar flame speeds increase significantly with the of oxygen in the blends at 363 K, 0.1 MPa and four different equivalence ratios. At all equivalence increasing oxygenalcohols content. added It confirms conclusion reported by Gautam and Martin [2] that the with ratios, with different intothe isooctane, laminar flame speeds increase significantly combustion interval decreases with the increasing oxygen content in the fuel. At = 0.8 and fixed the increasing oxygen content. It confirms the conclusion reported by Gautam and Martin [2] that the oxygen content, laminar flame speeds are similar for the blends of isooctane and different alcohols. combustion interval decreases with the increasing oxygen content in the fuel. At ϕ = 0.8 and fixed With the increase of equivalence ratio, deviations appear between different blends and tend to be oxygen content, flame speeds similar for the blends of isooctane and different alcohols. greater. At a laminar fixed oxygen content, theare blends of isooctane and heavier alcohols exhibit faster flame With speed, the increase equivalence ratio, deviations different blends and tend to be namely,of methanol-isooctane blends have theappear slowest between flame speed. greater. At a fixed oxygen content, the blends of isooctane and heavier alcohols exhibit faster flame 3.4.namely, Markstein Length and Flame Instability speed, methanol-isooctane blends have the slowest flame speed. Markstein length, Lb, extracted along with the unstretched flame propagation speed, characterizes the thermal-diffusive instability properties of the flame front and reflects the response of laminar flame speed to the stretch effect valuesflame indicate a stable flame front while Markstein length, Lb , extracted along with[54]. thePositive unstretched propagation speed, characterizes negative values indicate an unstable flame front. Figure 11a shows the Markstein length of n-flame the thermal-diffusive instability properties of the flame front and reflects the response of laminar propanol-isooctane blends versus volume fraction of n-propanol with the data listed in Table S1 in speed to the stretch effect [54]. Positive values indicate a stable flame front while negative values the Supplementary Materials. It is observed that Lb shows a decreasing trend at = 0.8, 1.0 and 1.2 indicate an unstable flame front. Figure 11a shows the Markstein length of n-propanol-isooctane with the addition of n-propanol into isooctane, demonstrating the thermal-diffusive instability is blends versus volume fraction of n-propanol with the data listed in Table S1 in the Supplementary enhanced. At = 1.5, Lb increases significantly, and the thermal-diffusive instability is suppressed. Materials. is observed that Lb shows decreasing trend at ϕ = blends 0.8, 1.0with andthe 1.2data withprovided the addition of SimilarItbehavior is also observed for athe other alcohol-isooctane in n-propanol into isooctane, demonstrating the Figure thermal-diffusive ϕ = 1.5, Tables S2–S5 in the Supplementary Materials. 11b plots Lb asinstability the functionisofenhanced. equivalenceAt ratio Lb increases significantly, and the thermal-diffusive is suppressed. Similar is for pure isooctane and C1–C5 primary alcohol flames atinstability 363 K and 0.1 MPa and the data can bebehavior found in Tables S1–S5 in the Supplementary Materials. Isooctane exhibits higher in Lb than theS2–S5 alcoholin the also observed for the other alcohol-isooctane blends withflame the data provided Tables flames underMaterials. lean conditions it yields at extremely rich conditions. Therefore, Supplementary Figurewhile 11b plots Lb lower as thevalues function of equivalence ratio for pure isooctane 3.4. Markstein Length and Flame Instability and C1–C5 primary alcohol flames at 363 K and 0.1 MPa and the data can be found in Tables S1–S5 in the Supplementary Materials. Isooctane flame exhibits higher Lb than the alcohol flames under lean conditions while it yields lower values at extremely rich conditions. Therefore, crosses exist between Energies Energies 2016, 2016, 9, 9, 511 511 11 11of of16 17 Energies 2016, 9, 511 11 of 16 crosses exist between the Lb– curve of isooctane and those of alcohols at the critical equivalence the Lb(*). –ϕ curve of isooctane and those of alcohols at than the critical equivalence ratios (ϕ*). Specifically, at ratios Specifically, at the equivalence ratio less *, Lb of increases the critical addition of alcohol crosses exist between the Lb– curve of isooctane and those alcoholswith at the equivalence the equivalence ratio less than ϕ*, L increases with the addition of alcohol into isooctane, and the into isooctane, and the thermal-diffusive instability is suppressed. At the equivalence ratio b ratios (*). Specifically, at the equivalence ratio less than *, Lb increases with the addition of greater alcohol thermal-diffusive instability is addition suppressed. At the equivalence ratio greater than ϕ*, Lb decreases with than *, L b decreases with the of alcohol, and the thermal-diffusive instability is enhanced. into isooctane, and the thermal-diffusive instability is suppressed. At the equivalence ratio greater the addition ofconfirms alcohol,the andresult the thermal-diffusive instability isinenhanced. Thisof behavior confirms the This behavior reported by Zhang et al. [27] their research n-butanol-isooctane than *, Lb decreases with the addition of alcohol, and the thermal-diffusive instability is enhanced. result reported by Zhang et al. [27] in their research of n-butanol-isooctane blends with of ϕ* blends with the value ofthe *result identified to be From 11b, theresearch values of forthe thevalue blends of This behavior confirms reported by1.3. Zhang et Figure al. [27] in their of * n-butanol-isooctane identified and to bedifferent 1.3. From Figure 11b, the valuesto ofbe ϕ*1.2–1.3 for the which blendsare of isooctane andresult different alcohols isooctane alcohols are estimated close to the of Zhang blends with the value of * identified to be 1.3. From Figure 11b, the values of * for the blends et of are[27]. estimated to be 1.2–1.3 which are close to the result of Zhang et al. [27]. al. isooctane and different alcohols are estimated to be 1.2–1.3 which are close to the result of Zhang et al. [27]. 0.42 0.34 0.32 0.32 0.30 0.30 0.65 0 = 0.8 Tu= 363 K = 0.8 Pu= 0.1 MPa Tu= 363 K 0.36 0.34 0.0 0.1 0.2 0.3 0.4 Mass content of oxygen 0.1 0.2 0.3 0.4 Mass content of oxygen 0.65 0.60 0.42 0.5 = 1.0 0.0 0.0 0.1 0.2 0.3 0.4 Mass content of oxygen 0.1 0.2 0.3 0.4 Mass content of oxygen 0.5 0.5 (d) 0.50 0.45 (c) (d) 0.45 0.40 0 -1 S0u / mSsu-1/ ms -1 0 S0u / mSsu-1/ ms 0.50 (c) = 1.0 0.48 0.45 0.5 0.60 0.55 0.55 0.50 = 1.2 0.50 0.45 = 1.2 0.45 0.40 0.51 0.48 0.45 0.42 Pu= 0.1 MPa 0.0 (b) 0.54 0.51 -1 0.38 0.36 (a) 0 S0u / mSsu-1/ ms -1 0.40 0.38 (b) 0.57 0.54 S0u / mSsu-1/ ms 0.42 0.40 0.57 (a) methanol+isooctane ethanol+isooctane methanol+isooctane n-propanol+isooctane ethanol+isooctane n-butanol+isooctane n-propanol+isooctane n-pentanol+isooctane n-butanol+isooctane n-pentanol+isooctane 0.40 0.35 0.35 0.30 0.30 0.25 = 1.5 0.25 0.20 = 1.5 0.20 0.15 0.1 0.2 0.3 0.4 0.5 0.0 0.1 0.2 0.3 0.4 0.5 Mass content of oxygen Mass content of oxygen 0.40 0.15 0.0 0.1 0.2 0.3 0.4 0.5 0.0 0.1 0.2 0.3 0.4 0.5 Mass content of oxygen Mass content of oxygen Figure 10. Laminar flame speeds of alcohol-isooctane blends vs. mass content of oxygen at 363 K, 0.1 0.0 Figure 10. Laminar flame speeds of alcohol-isooctane blends vs. mass content of oxygen at 363 K, MPa, andand different equivalence ratios: (a) (a) = 0.8; = 1.0; =(c) 1.2; and = 1.5.ϕ = 1.5. 0.1 MPa, different equivalence ϕ =(b) 0.8;(b) ϕ =(c) 1.0; ϕ content = 1.2;(d) and Figure 10. Laminar flame speeds ofratios: alcohol-isooctane blends vs. mass of (d) oxygen at 363 K, 0.1 MPa, 0.25 and different equivalence ratios: (a) = 0.8; (b) = 1.0; (c) = 1.2; and (d) = 1.5. 0.10 0.15 0.05 0.10 0.00 0.05 -0.05 0.00 -0.10 -0.05 -0.15 -0.10 -0.20 -0.15 -0.20 n-propanol+isooctane n-propanol+isooctane = 0.8 = 1.0 = 1.2 0.8 = = 1.0 = 1.5 = 1.2 = 1.5 Tu= 363 K 0.25 (a) (a) Lb / cm Lb / cm Lb / cm Lb / cm 0.20 0.25 0.15 0.20 Tu= 363 K 0.15 0.20 Pu= 0.1 MPa Tu= 363 K 0.10 0.15 Pu= 0.1 MPa (b) 0.05 0.10 methanol ethanol methanol n-propanol -0.05 ethanol n-butanol 0.00 Pu= 0.1 MPa n-propanol n-pentanol -0.10 -0.05 n-butanol isooctane n-pentanol -0.15 -0.10 isooctane 0.0 0.2 0.4 0.6 0.8 1.0 0.7 0.8 0.9 1.0 1.1 1.2 1.3 Volume fraction of n-propanol -0.15 Equivalence ratio 0.0 0.2 0.4 0.6 0.8 1.0 0.7 0.8 0.9 1.0 1.1 1.2 1.3 Volumelengths fraction of of n-propanol Equivalence ratio 11. Markstein n-propanol-isooctane blends and pure fuels at 363 K, 0.1 Pu= 0.1 MPa Tu= 363 K (b) 0.20 0.25 0.00 0.05 1.4 1.5 1.6 1.4 1.5 1.6 Figure MPa: (a) Lb of n-propanol-isooctane blends; and (b) Lb of pure isooctane and alcohol flames. Figure 11. Markstein lengths of ofn-propanol-isooctane n-propanol-isooctaneblends blendsand andpure pure fuels 363 MPa: Figure 11. Markstein lengths fuels at at 363 K, K, 0.10.1 MPa: (a)(a) Lb L ofb of n-propanol-isooctane blends; and (b) L b of pure isooctane and alcohol flames. n-propanol-isooctane and (b)instability Lb of pure isooctane andthe alcohol flames. images for the alcoholTo better recognizeblends; the flame properties, Schlieren isooctane blendsrecognize at different blending (fv,acl) properties, and the equivalence ratio ofimages 1.5 are shown Figure To better the flame ratios instability the Schlieren for theinalcohol12. For pure isooctane, cracksblending clearly appear the flame front. With the increasing alcohol blending isooctane blends at different ratios (fon v,acl) and the equivalence ratio of 1.5 are shown in Figure 12. For pure isooctane, cracks clearly appear on the flame front. With the increasing alcohol blending Energies 2016, 9, 511 12 of 17 To better recognize the flame instability properties, the Schlieren images for the alcohol-isooctane blends at different blending ratios (f v,acl ) and the equivalence ratio of 1.5 are shown in Figure Energies 2016, 9, 511 12 of12. 16 For pure isooctane, cracks clearly appear on the flame front. With the increasing alcohol blending ratio, the number of cracks on the flame front displays a decreasing tendency. This demonstrates that the flame instability on the flame front is suppressed with the addition of alcohol. In particular, pure methanol and ethanol flames even present smooth flame fronts. Moreover, slight differences can be seen in that the methanol-isooctane blend with 80% methanol presents a smooth flame front, while there are cracks on the flame flame front front of of the the ethanol-isooctane ethanol-isooctane blend blend with with 80% 80% ethanol. ethanol. Therefore, the addition of methanol is the most effective in suppressing suppressing the flame instability. instability. This result is consistent with the Markstein length behavior behavior observed observed in in Figure Figure 11. 11. Figure 12. 12. Schlieren and Figure Schlieren images images of of C1–C5 C1–C5 primary primary alcohol-isooctane alcohol-isooctane blends blends at at 363 363 K, K, 0.1 0.1 MPa MPa and equivalence ratio of 1.5. equivalence ratio of 1.5. 3.5. Laminar 3.5. Laminar Flame Flame Speed Speed Correlation Correlation In fuel fuel blending blending research, research,an anequation equationgiving givingaccurate accurateestimation estimationonon the laminar flame speeds In the laminar flame speeds of of the blends is indispensable. As mentioned above, the laminar flame speeds of alcohol-isooctane the blends is indispensable. As mentioned above, the laminar flame speeds of alcohol-isooctane blends blends nonlinear exhibit nonlinear thefraction volumeoffraction alcohol. An correlation empirical correlation exhibit variationvariation with the with volume alcohol.ofAn empirical describing describing the dependence of laminar flame speed on the volume fraction of alcohol the dependence of laminar flame speed on the volume fraction of alcohol is given as: is given as: 1 Su0,fva = 1 f v,alc 1 f v,alc 0 Su, f va “ 1´0 f 0 f Su,Cv,alc Su,C H v,alc H O 0 8 18 ` S0x y Su,C H u,C Hy O (8) (8) x 8 18 0 0 where fv,alc represents the blending ratio of alcohol in liquid volume, 𝑆u,C and 𝑆u,C indicate 8 H18 𝑥 H𝑦 O 0 0 where f represents the blending ratio of alcohol in liquid volume, S and S indicate v,alc the laminar flame speeds of pure isooctane and alcohol flames underu,C the conditions u,Cx Hy O (initial 8 Hsame 18 the laminar flame of and pureequivalence isooctane and alcohol flames under same conditions temperature, initialspeeds pressure ratio), respectively. Such a the correlation is derived(initial based temperature, initial pressure and equivalence ratio), Such a correlation derived based on the formula given by Di Sarli and Benedetto [60]respectively. with the mole fraction replacedisby the volume on the formula given by Diwith Sarli Equation and Benedetto [60] been with the moleinfraction the volume fraction. The calculations (8) have plotted Figurereplaced 3. Goodby agreement is fraction. The calculations with Equation (8) have been plotted in Figure 3. Good agreement is observed observed at different conditions for all alcohol-isooctane blends with deviations of less than 1.7 cm/s. at different conditions all alcohol-isooctane blends with deviations less than 1.7speed cm/s.variation Broustail et al. [29]for proposed an empirical Equation to describe the of laminar flame of the alcohol-isooctane blends with volume fraction of alcohol (fv,alc), which is expressed as: 0 Su0,fva Su,C ( 8 H18 0 Su,C xHyO 0 Su,C 8 H18 ) f v, alc (9) Energies 2016, 9, 511 13 of 17 Broustail et al. [29] proposed an empirical Equation to describe the laminar flame speed variation of the alcohol-isooctane blends with volume fraction of alcohol (f v,alc ), which is expressed as: 0 0 Su, f va “ Su,C8 H18 p Energies 2016, 9, 511 Energies 2016, 9, 511 0 Su,C x Hy O 0 Su,C 8 H18 q fv, alc (9) 13 of 16 13 of 16 The The calculations calculations of of Equations Equations (8) (8) and and (9) (9) were were plotted plotted in in Figure Figure 13 13 to to allow allow comparisons comparisons with with The calculations of Equations (8) and (9) were plotted in Figure 13 to allow comparisons with the the experimental experimental data data at at the the equivalence equivalence ratios ratios of of 1.0 1.0 and and 1.5. 1.5. ItIt is is found found that that the the two two equations equations give give the experimental data at the equivalence ratios of 1.0 and 1.5. It is found that the two equations give similar estimations and satisfactory agreement with the experimental data for the blends of isooctane similar estimations and satisfactory agreement with the experimental data for the blends of isooctane similar estimations and satisfactory agreement with the experimental data for the blends of isooctane and alcohols. However,Equation Equation (8)gives gives moreaccurate accurate estimations than Equation and C2–C5 primary alcohols. estimations than Equation (9) and C2–C5 primary alcohols. However, However, Equation(8) (8) givesmore more accurate estimations than Equation (9) does methanol-isooctane blends. does forfor methanol-isooctane blends. (9) does for methanol-isooctane blends. / m S0uS/0um s-1s-1 0.60 0.60 0.55 0.55 0.50 0.50 (a) (a) methanol+isooctane methanol+isooctane ethanol+isooctane ethanol+isooctane n-propanol+isooctane n-propanol+isooctane n-butanol+isooctane n-butanol+isooctane n-pentanol+isooctane n-pentanol+isooctane = 1.0 = 1.0 Tu= 363 K T = 363 K Puu= 0.1 MPa Pu= 0.1 MPa -1 /m S0uS/0um s-1s 0.65 0.65 0.45 0.45 0.40 0.40 0.0 0.0 0.2 0.4 0.6 0.8 0.2 Volume 0.4fraction 0.6of alcohol 0.8 Volume fraction of alcohol 1.0 1.0 0.50 0.50 0.45 0.45 0.40 0.40 0.35 0.35 0.30 0.30 0.25 0.25 0.20 0.20 0.15 0.15 (b) (b) = 1.5 = 1.5 0.0 0.0 0.2 0.4 0.6 0.8 0.2Volume 0.4fraction 0.6of alcohol 0.8 Volume fraction of alcohol 1.0 1.0 Figure Figure 13. 13. Experimental Experimental measurements measurementsand andcalculations calculationsat atthe the equivalence equivalenceratios ratiosof of 1.0 1.0 and and 1.5 1.5 for for Figure 13. Experimental measurements and calculations at the equivalence ratios of 1.0 and 1.5 for C1–C5 primary alcohol-isooctane blends: (a)(a) =ϕ1.0; andand (b) = 1.5. Symbols: experimental data; solid C1–C5 primary alcohol-isooctane blends: = 1.0; (b) ϕ = 1.5. Symbols: experimental data; C1–C5 primary alcohol-isooctane blends: (a) = 1.0; and (b) = 1.5. Symbols: experimental data; solid lines: of Equation (8); dash of Equation (9). (9). solid calculations lines: calculations of Equation (8); lines: dash calculations lines: calculations of Equation lines: calculations of Equation (8); dash lines: calculations of Equation (9). More data of alcohols-isooctane blends in literatures [27–29,51] at various initial conditions were More More data data of of alcohols-isooctane alcohols-isooctane blends blends in in literatures literatures [27–29,51] [27–29,51] at at various various initial initial conditions conditions were were acquired to examine the feasibility of Equation (8). The measured laminar flame speeds [27–29,51] as acquired measured laminar flame speeds [27–29,51] as acquired to toexamine examinethe thefeasibility feasibilityofofEquation Equation(8). (8).The The measured laminar flame speeds [27–29,51] well as the calculations of Equation (8) were plotted in Figure 14. The deviations between the well as as thethe calculations of of Equation as well calculations Equation(8)(8)were wereplotted plottedininFigure Figure 14. 14. The The deviations deviations between between the the measured data and the calculations are mainly within ±2 cm/s, demonstrating good performance of measured mainly within within ˘2 ±2 cm/s, measured data and the calculations are mainly cm/s,demonstrating demonstratinggood good performance performance of of the equation. the equation. the equation. 0.7 0.7 -1 -1 Calculated /m Calculated S0uS/0um s s 0.6 0.6 0.5 0.5 0.4 0.4 0.3 0.3 0.2 0.2 0.2 0.2 0.3 0.3 0.4 0.5 0.4 S0 / m 0.5s-1 Measured u 0 Measured Su / ms-1 0.6 0.6 0.7 0.7 Figure 14. The measured laminar flame speeds in literatures [27–29,51] vs. the calculated values with Figure The measured laminar flame Figure 14. 14.(8) The measured laminar flame speeds speeds in in literatures literatures [27–29,51] [27–29,51] vs. vs. the the calculated calculated values values with with Equation at various initial conditions. Equation (8) at various initial conditions. Equation (8) at various initial conditions. 4. Conclusions 4. Conclusions Laminar flame speeds of the blends of isooctane and C1–C5 primary alcohols were determined Laminar flame speeds of the blends of isooctane and C1–C5 primary alcohols were determined by the spherical propagating flame method at 363 K, 0.1MPa, four equivalence ratios (0.8, 1.0, 1.2 and by the spherical propagating flame method at 363 K, 0.1MPa, four equivalence ratios (0.8, 1.0, 1.2 and 1.5) and various blending ratios of alcohols (0%–100%). The effects of blending different alcohols into 1.5) and various blending ratios of alcohols (0%–100%). The effects of blending different alcohols into isooctane on the laminar flame speed as well as the flame instability characteristics were isooctane on the laminar flame speed as well as the flame instability characteristics were comparatively illustrated. Finally, an empirical correlation was given based on the experimental data. comparatively illustrated. Finally, an empirical correlation was given based on the experimental data. The main conclusions are as follows: The main conclusions are as follows: Energies 2016, 9, 511 14 of 17 4. Conclusions Laminar flame speeds of the blends of isooctane and C1–C5 primary alcohols were determined by the spherical propagating flame method at 363 K, 0.1MPa, four equivalence ratios (0.8, 1.0, 1.2 and 1.5) and various blending ratios of alcohols (0%–100%). The effects of blending different alcohols into isooctane on the laminar flame speed as well as the flame instability characteristics were comparatively illustrated. Finally, an empirical correlation was given based on the experimental data. The main conclusions are as follows: (1) The laminar flame speeds of alcohol-isooctane blends increase monotonously with the addition of alcohol into isooctane. At a fixed alcohol blending ratio, methanol-isooctane blends present the highest values due to the chemical kinetic effect. Ethanol addition yields a comparable laminar flame speed enhancement as the additions of n-propanol, n-butanol and n-pentanol do at 0.8 and 1.5, but stronger enhancement at 1.0 and 1.2. (2) The laminar flame speeds of the alcohol-isooctane blends increase significantly with the increasing oxygen content in the blends. At the fixed oxygen content and equivalence ratio of 0.8, the alcohol-isooctane blends exhibit similar values. At higher equivalence ratios, the addition of heavier alcohol tends to exhibit higher laminar flame speeds. (3) Markstein length displays a decreasing tendency with the addition of alcohol into isooctane at the equivalence ratios of 0.8, 1.0 and 1.2, however, it increases at 1.5. Therefore, the Lb –ϕ curve of the isooctane flame crosses with those of the pure C1–C5 primary alcohol flames. The equivalence ratios corresponding to the crosses are approximately 1.2–1.3. (4) An empirical correlation was provided between the laminar flame speed and the volume fraction of alcohol based on the experimental data. Supplementary Materials: The following are available online at www.mdpi.com/1996-1073/9/7/511/s1. Acknowledgments: This work is supported by the National Natural Science Foundation of China (Grant No. 51406159, 91441203 and 50876085), the National Basic Research Program (2013CB228406), the China Postdoctoral Science Foundation (2014M560774), and State Key Laboratory of Engines, Tianjin University (K2016-02). Author Contributions: The author contributions list is as follows: Study concepts were proposed by Qianqian Li and Zuohua Huang. Experimental studies, data processing, and the manuscript preparation were done by Qianqian Li. Data analysis and interpretation were done by Qianqian Li, Wu Jin and Zuohua Huang. Manuscript editing was made by Wu Jin. Manuscript revision were done by Wu Jin and Zuohua Huang. 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