Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant PART I : Analytical Methods and Statistical Analysis Suppajee Pornpongmetta1, Monthon Thanuttamavong2 Department of Environmental Engineering, Faculty of Engineering, Kasetsart University, Bangkok 10900, Thailand Abstract Introduction Faculty of Engineering, Kasetsart University 29 Objectives Materials and Methods 30 The Best Faculty in Production of e and i Engineers Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant PART I : Analytical Methods and Statistical Analusis Faculty of Engineering, Kasetsart University 31 32 Study Choices Selected method Reasons Growth - Enumeration Turbidimetric - Turbidimetric (OD) with - dry weight dry weight Easy, fast, Commonil used in a number of experiments, results are comparable to the criteria used to base design of wastewater treatment plant. - BOD - COD Substrate - TOC COD and TOC utilization - TN - TP The COD measures totall substrate utilization and is faster to perform than BOD while TOC measures organic carbon which is a key component of microbial cells The Best Faculty in Production of e and i Engineers Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant PART I : Analytical Methods and Statistical Analusis Method Laboratory Apparatus Washing and Sterilization Preparation of Culture Media Samples Heterotrophic Plate Count TOC COD Dry Weight Standard 9030 B : Equipment Specifications 9040 9050 A : General Procedures 9050 B : Water 9060 B : Preservation and storage 9215 A : Introduction 9215C : Spread Plate method Toc - V 5000 A analyzer (Sample were filtered by Cellulose acetate membrane) 5220 C : Closed reflux method 2540 D : Suspended Solid (Sample were filtered by Cellulose acetate membrane) S0(TOC)-S 24 (TOC) t x S0(COD)-S 24 (COD) t x = S0(TOC)-S 24 (TOC) x 100 S0 Faculty of Engineering, Kasetsart University 33 = S0(COD)-S 24 (COD) x 100 S0 34 The Best Faculty in Production of e and i Engineers Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant PART I : Analytical Methods and Statistical Analusis Faculty of Engineering, Kasetsart University 35 Relevant equations for statistic calculation : Percent confidence interval of the difference (%) α=1100 (x - x ) t= 1 2 sp 1 + 1 n1 n2 Sp2 = (n1 - 1) s12 ÷ (n2 - 1) s22 n1 + n2 - 2 P-value = P (t > |t|) s12,s22 OD at 470 nm ( _ ) Results and Discussions Figure 3 :Standard curve of OD-Dry weight cells Dry weight (mg/L) 36 The Best Faculty in Production of e and i Engineers Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant OD at 470 nm ( _ ) PART I : Analytical Methods and Statistical Analusis Figure 4 :Standard curve of OD-TOC OD at 470 nm ( _ ) TOC (mg/L) Figure 5 :Standard curve of OD-COD COD (mg/L) Table 3 : Average parameters of control and treatment groups Music Group Dry weight at Dry weight at 0 hour (mg/L) 24 hour (mg/L) Holy Wars… Control 429.00 877.30 Treatment 429.00 884.96 Farewell Control 426.00 839.50 Treatment 426.00 847.00 Oh la Nor… Control 432.00 865.05 Treatment 432.00 893.63 “Ruk” music… Control 427.00 850.40 Treatment 427.00 882.04 Four seasons Control 442.00 889.55 Treatment 442.00 947.32 Substrate at 0 hour TOC COD (mg/L) (mg/L) 683.67 2168.00 683.67 2168.00 684.67 2171.00 684.67 2171.00 682.67 2165.00 682.67 2165.00 684.33 2170.00 684.33 2170.00 679.33 2155.00 679.33 2155.00 Substrate at 24 hours TOC COD (mg/L) (mg/L) 534.23 1720.00 531.68 1712.00 546.83 1758.00 544.33 1750.00 538.62 1732.00 528.79 1703.00 543.20 1747.00 532.65 1715.00 530.15 1707.00 510.89 1650.00 Faculty of Engineering, Kasetsart University 37 Table 4 : Comparative Kinetics between control and treatment Music Group Holy Wars… Farewell Oh la Nor… “Ruk” music… Four seasons Control Treatment Increase Control Treatment Increase Control Treatment Increase Control Treatment Increase Control Treatment Increase Substrate utilization Specific substrate Efficiency utilization rate TOC COD TOC COD mg TOC removed mg COD removed (%) (%) ( mg cells.hour ) ( mg cells.hour ) 21.86 22.23 0.37 20.13 20.50 0.37 21.15 22.54 1.39 20.62 22.16 1.54 21.96 24.79 2.83 20.68 21.03 0.35 19.05 19.39 0.34 20.00 21.32 1.46 19.51 20.97 1.46 20.77 23.45 2.68 9.54x10-3 9.64x10-3 0.10x10-3 9.07x10-3 9.19x10-3 0.12x10-3 9.27x10-3 9.67x10-3 0.40x10-3 9.20x10-3 9.66x10-3 0.46x10-3 9.34x10-3 10.11x10-3 0.77x10-3 2.86x10-2 2.89x10-2 0.03x10-2 2.72x10-2 2.76x10-2 0.04x10-2 2.78x10-2 2.90x10-2 0.12x10-2 2.76x10-2 2.90x10-2 0.14x10-2 2.80x10-2 3.03x10-2 0.23x10-2 Table 5 : Statistical Analysis of the difference in Dry weight, TOC and COD between treatment and control groups before and after 24 hrs experimental period Music Percent Confidence Level of the Difference between treatment and control groups (%) Holy Wars The Punishment Due Farewell Oh La Nor My love “Ruk” music of his Majesty King Bhumipol Adulyadej The four seasons 38 DRY Weight P-value (_) TOC COD 85 85 99.5 99.5 85 85 99.5 99.5 85 85 99.5 99.5 0.131 0.102 0.000 0.000 99.5 99.5 99.5 0.000 The Best Faculty in Production of e and i Engineers Effects of Music on Microbial Substrate Utilization of Aerobic Bacteria from Municipal Wastewater Treatment Plant PART I : Analytical Methods and Statistical Analusis Conclusions Acknowledgements References Faculty of Engineering, Kasetsart University 39 40 The Best Faculty in Production of e and i Engineers
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