challenges Article Case Studies of Energy Storage with Fuel Cells and Batteries for Stationary and Mobile Applications Nadia Belmonte 1 , Carlo Luetto 2 , Stefano Staulo 3 , Paola Rizzi 1, * and Marcello Baricco 1 1 2 3 * Department of Chemistry, Centre for Nanostructured Interfaces and Surfaces (NIS), University of Turin, 10125 Torino, Italy; [email protected] (N.B.); [email protected] (M.B.) Tecnodelta Srl., 10034 Chivasso, Italy; [email protected] Stones Sas., 10093 Collegno, Italy; [email protected] Correspondence: [email protected]; Tel.: +39-011-670-7565 Academic Editors: Annalisa Paolone and Lorenzo Ulivi Received: 31 January 2017; Accepted: 20 March 2017; Published: 22 March 2017 Abstract: In this paper, hydrogen coupled with fuel cells and lithium-ion batteries are considered as alternative energy storage methods. Their application on a stationary system (i.e., energy storage for a family house) and a mobile system (i.e., an unmanned aerial vehicle) will be investigated. The stationary systems, designed for off-grid applications, were sized for photovoltaic energy production in the area of Turin, Italy, to provide daily energy of 10.25 kWh. The mobile systems, to be used for high crane inspection, were sized to have a flying range of 120 min, one being equipped with a Li-ion battery and the other with a proton-exchange membrane fuel cell. The systems were compared from an economical point of view and a life cycle assessment was performed to identify the main contributors to the environmental impact. From a commercial point of view, the fuel cell and the electrolyzer, being niche products, result in being more expensive with respect to the Li-ion batteries. On the other hand, the life cycle assessment (LCA) results show the lower burdens of both technologies. Keywords: fuel cell; battery; life cycle assessment; integrated power system; unmanned aerial vehicle (UAV) 1. Introduction Energy is one of the keys to the development of nations and society. Civilization is dependent on a constant, consistent supply of energy; globally, the demand for energy has been increasing consistently in parallel with growth in population and economic consumption [1]. Stringent energy-related problems have led to an increased interest in renewable energy sources. Due to the intermittent nature of those sources, the energy production varies significantly according, for example, to the hour of the day and the period of the year. Therefore, it is necessary to store the produced energy allowing its use after production. The criteria for the selection of solutions for the storage of renewable energy are still under debate, both for stationary and mobile applications [2]. Hydrogen is considered as an energy carrier and its chemical energy can be converted into electricity through a chemical reaction by a fuel cell. Therefore, coupling energy storage systems with renewable energy sources through an electrolyzer, which can transform electric energy into hydrogen chemical energy, is considered as a highly sustainable process of exploitation of energy [3–5]. A good storage system should also be useful if the system is located in a remote off-grid area [6–8], like mountainous regions [9] or small islands [10], as an alternative to the less-efficient and less environmentally-friendly diesel generators that are normally used in these contexts [11–13]. For the same type of applications, Li-ion batteries are also used coupled with renewable energy sources. Challenges 2017, 8, 9; doi:10.3390/challe8010009 www.mdpi.com/journal/challenges Challenges 2017, 8, 9 2 of 15 The tradeoff between batteries and fuel cells is an issue not only for stationary applications, but also for mobile ones, as shown in the literature about PEMFCs (proton exchange membrane fuel cells) and electric vehicles [14,15]. The choice of one of these technologies for a specific application can be made taking into account different factors, such as the hydrogen source, the electricity mix or the price of the fuel, or specific application-related issues, like the weight of the system. This is the case of small and mini unmanned aerial vehicles (UAVs), also known as drones. Due to an increased interest in these devices [16–19], a large number of efforts have been dedicated to the estimation and optimization of the flying range [20,21]. Since the currently commercialized drones are battery fed, increasing the size of the battery could represent the easiest solution. According to some authors, however, this is not a viable solution, as the weight of the battery becomes a limiting factor [22]. Studies on other portable power applications [23,24] concluded similarly that, for shorter operational times, the battery system is best, while for longer operational times the fuel cell is preferred from a weight perspective. Another explored option is the use of a fuel cell: in this case, in fact, the only limit to the flying range is given by the amount of fuel onboard. Hydrogen and methanol both represent valid alternatives as fuels for the PEM fuel cell. In both cases, the power supply system of the device becomes more complicated with respect to the use of batteries, requiring a fuel tank (for liquid methanol, or compressed hydrogen gas), auxiliary components, and in the case of the use of methanol, a reformer unit. In particular, the presence of a reformer unit determines the addition of extra weight and auxiliary components not necessary in the case of a hydrogen-powered system. Since it is not possible to find a general solution for the energy storage, specific case studies, such as those aforementioned, have to be considered. However, when comparing batteries and fuel cells for different stationary and mobile applications, some general benefits and drawbacks can be outlined. For this reason, two alternative energy storage systems will be investigated in this work, i.e., Li-ion batteries and hydrogen coupled with PEM fuel cell-based technologies. The two technologies will be considered for both a stationary and a mobile application. In particular, the stationary system is a family house designed to have two days of self-sufficiency, while the mobile application is a coaxial octocopter having a flying time of 120 min. A cost analysis will be shown, evidencing the main contributions to the final cost of the considered devices. In addition, both systems will be investigated focusing on the energy and materials used for their production, through a life cycle assessment tool. Both energy storage technologies showed low environmental burdens if compared to other components of the same system. Batteries have lower costs than fuel cells, and require less auxiliary components. On the other hand, fuel cell-based systems showed a better adaptability to long operating times. Starting from results on specific applications, it will be possible to obtain a wider overview of the advantages and issues of the use of both technologies. 2. Systems Description 2.1. Stationary Application: Family House Energy Storage A family house with 3–4 inhabitants, located in the area of Turin, Italy, was considered. This area was chosen since it offers a great multiplicity of different scenarios, going from the grid-connected urban area, to small, but still grid-connected villages, up to the remote mountain lodges, located in the alpine chain, which cannot rely on grid connection. In all of these scenarios the application of a system coupling renewable energy production and storage would lead to an improvement. In the case of mountain lodges, this scenario will benefit from energy efficiency and self-sufficiency while, in urban areas, the renewable energy system will help in meeting peak electrical load demands, thus reducing risks of blackout phenomena. Photovoltaics are the most widely applicable solution for renewable energy production in this area. For an estimation of the energy production, the irradiation data for Turin in winter, summer, and spring/autumn have been considered. The average daily irradiation has been obtained, Challenges 2017, 8, 9 3 of 15 Challenges 2017, 8, 9 3 of 15 as explained in detail in [25], and power curves were calculated. To estimate the electricity consumption by estimated considering commercial electrical appliances. In by the the family familyhouse, house,load loadcurves curveswere were estimated considering commercial electrical appliances. Figure 1, the estimated power consumption and In Figure 1, the estimated power consumption andproduction productioncurves curvesfor forthe the winter winter months months are are reported colored areas represent thethe system working. In the area,area, the reported as asaafunction functionofoftime. time.The The colored areas represent system working. In green the green electricity production exceeds thethe amount required byby thethe load. the electricity production exceeds amount required load.This Thisexcess excessisisused usedtotorecharge recharge the the batteries, case of ofthe thebattery-based battery-basedsystem, system,and andtoto produce hydrogen through electrolysis, in batteries, in the case produce hydrogen through electrolysis, in the the of the cell-powered system. In red the area, red area, or little electricity is produced the casecase of the fuelfuel cell-powered system. In the no orno little electricity is produced with with the solar solar panels, the storage system intervenes. panels, thus, thus, the storage system intervenes. Figure electricityproduction productionfrom fromphotovoltaics photovoltaics during winter months compared with Figure 1. Average Average electricity during winter months compared with the the energy consumption same season. The area green represents produced energy that energy consumption for for thethe same season. The area in in green represents thethe produced energy that is notnot directly used by the and isand stored hydrogen production or batteryor charging), is directly used by household the household is (through stored (through hydrogen production battery while in the red area the stored is used by the household. charging), while in the red area energy the stored energy is used by the household. On basis of ofthese theseconsiderations, considerations,both both systems were sized being self-sufficient for days two On the the basis systems were sized for for being self-sufficient for two days in the worst conditions, i.e., with the irradiation data of December. The two systems, in the worst conditions, i.e., with the irradiation data of December. The two systems, the schemesthe of schemes which are reported2 in Figures 2 and 3, storage differ inunit, the which storageisunit, which isbyrepresented by which areofreported in Figures and 3, differ in the represented a battery pack ainbattery pack inan one case, and an electrolyzer a fuel cellother system in the other case. one case, and electrolyzer coupled with acoupled fuel cellwith system in the case. As the average daily consumption of the examined household was estimated As the average daily consumption of the examined household was estimated to to be be 11 11 kWh kWh with with 33 kW maximum load, a fuel cell with a 3 kW nominal power output will be considered. The hydrogen kW maximum load, a fuel cell with a 3 kW nominal power output will be considered. The hydrogen necessary necessary for for two two days days of of self-sufficiency self-sufficiency is is produced produced by by an an electrolyzer. electrolyzer. In In order order to to produce produce the the necessary amount of hydrogen during the sunny hours of one day, a nominal power input necessary amount of hydrogen during the sunny hours of one day, a nominal power input of of 55 kW kW is is considered. considered. Hydrogen Hydrogenwill willbe bestored storedat at30 30bar, bar, which whichisisthe thepressure pressurereleased releasedby bythe theelectrolyzer, electrolyzer, into type I aluminum tanks with an internal volume of 50 L. For two days of self-sufficiency into type I aluminum tanks with an internal volume of 50 L. For two days of self-sufficiency 10 10 tanks tanks are needed, but since standard cylinder bundles are composed of 12 tanks, two additional cylinders are needed, but since standard cylinder bundles are composed of 12 tanks, two additional cylinders are are added added to to the the system. system. The Thehydrogen-based hydrogen-based system system needs needs an an additional additional photovoltaic photovoltaic array array because because of the electrolyzer power requirements. A simplified scheme of this system is shown in Figure 2. 2. of the electrolyzer power requirements. A simplified scheme of this system is shown in Figure Challenges 2017, 8, 9 4 of 15 Challenges 2017, 8, 9 Challenges 2017, 8, 9 4 of 15 4 of 15 Figure 2. Scheme of the fuelfuel cell-based stationary system. Figure 2. Scheme of the cell-based stationary system. Figure 2. Scheme of the fuel cell-based stationary system. TheThe battery-based ofwhich which is reported in Figure is composed of 12 battery-basedsystem, system,the the scheme reported in Figure 3, is 3, composed of 12 batteries, The battery-based system, the scheme of of whichis is reported in Figure 3, is composed of 12 batteries, with 12 V and 150 Ah. with 12 V and 150 Ah. batteries, with 12 V and 150 Ah. Figure 3. Scheme of the battery-based stationary system. Figure 3. Scheme of the battery-based stationary system. Figure 3. Scheme of the battery-based stationary system. It is noteworthy that both systems schematized in Figures 2 and 3 have the possibility of being It is noteworthy that both systems schematized in Figures 2 and 3 have the possibility of being connected the grid, if that available. This gives the possibility of conferring extra produced It isto both systems schematized in Figures 2 and 3the have theenergy possibility of being connected tonoteworthy the grid, if available. This gives the possibility of conferring the extra energy produced to the grid, as well as getting this back during the night hours. connected the as grid, if available. This givesthe thenight possibility to the grid, astowell getting this back during hours.of conferring the extra energy produced to the grid, as well as getting this back during the night hours. 2.2. Mobile Application: UAV 2.2. Mobile Application: UAV 2.2. Mobile Application: UAV In recent years the use of UAVs, traditionally related to military operations, has been gaining In recent years the use of UAVs, traditionally related to military operations, has been gaining years the use ofinUAVs, traditionally related to military operations, has been gaining interestIn forrecent civilian applications different fields [24–26]. Among these, one particularly promising interest for civilian applications in different fields [24–26]. Among these, one particularly promising interest for civilian applications in different fields [24–26]. Amongperformed these, oneby particularly application is structure health monitoring [27,28]. Video inspection drone canpromising also be application is structure health monitoring [27,28]. Video inspection performed by drone can also be application structure health monitoring [27,28].equipment Video inspection performed drone canare, alsoin be a a valid tool foristhe periodical inspection of lifting and cranes. Theseby inspections a valid tool for the periodical inspection of lifting equipment and cranes. These inspections are, in valid tool forcarried the periodical of lifting and These are,toinbe fact, fact, normally out byinspection disassembling andequipment putting on thecranes. ground the inspections components fact, normally carried out by disassembling and putting on the ground the components to be normally carried out by disassembling putting on the ground the components to be inspected, inspected, but this procedure is expensive and time-consuming. inspected, but this procedure is expensive and time-consuming. but this procedure is expensive time-consuming. For this application the droneand must have a flying time of at least 120 min and a high stability to For this application the drone must have a flying time of at least 120 min and a high stability to For this application the drone must have a flying of of at aleast 120 octocopter min and a [29]. highAs stability allow image acquisition. Stability requirements lead to thetime choice coaxial far allow image acquisition. Stability requirements lead to the choice of a coaxial octocopter [29]. As far to allow image acquisition. Stability requirements lead to the choice of a coaxial octocopter [29]. as the flying range is concerned, two power alternatives are considered: the Li-ion battery as the flying range is concerned, two power alternatives are considered: the Li-ion battery As far as the flying range devices is concerned, considered:demonstrated the Li-ion battery traditionally used for these [24,30]two andpower a PEMalternatives fuel cell, asare successfully in traditionally used for these devices [24,30] and a PEM fuel cell, as successfully demonstrated in traditionally used forThe these devices and a PEM demonstrated previous works [31–33]. latter is not [24,30] a conventional PEMfuel fuelcell, cell, as butsuccessfully a lightweight one, suitable in previous works [31–33]. The latter is not a conventional PEM fuel cell, but a lightweight one, suitable [31–33].[34], The not a is conventional PEM fuel cell, but a lightweight one, forprevious aerospaceworks applications forlatter whichisweight a crucial issue. This also determines the need for for aerospace applications [34], for which weight is a crucial issue. This also determines the need for suitable aerospace applications [34], for which weight a crucial issue. This alsomeans determines limiting thefor number of auxiliary components necessary for the is fuel cell to operate, which airlimiting the number of auxiliary components necessary for the fuel cell to operate, which means airthe need limiting thecircuit number of auxiliary necessary for to to operate, cooling (no for cooling liquid necessary), andcomponents dry-type membranes, thatthe dofuel notcell need be cooling (no cooling liquid circuit necessary), and dry-type membranes, that do not need to be which means air-coolingrepresentation (no cooling liquid circuit and dry-type that do4.not humidified. A simplified of the UAVnecessary), fuel cell-based system ismembranes, shown in Figure humidified. A simplified representation of the UAV fuel cell-based system is shown in Figure 4. needfrom to bethis humidified. simplified representation of the UAV fuelbattery-powered cell-based system is shown Aside PEM fuel A cell-powered device, a commercial Li-ion device was in Aside from this PEM fuel cell-powered device, a commercial Li-ion battery-powered device was Figure 4. Aside from this PEM fuel cell-powered device, a commercial Li-ion battery-powered device considered. considered. was considered. Challenges 2017, 8, 9 Challenges 2017, 8, 9 8, 9 Challenges 2017, 5 of 15 55 of of 15 Challenges 2017, 8, 9 5 of 15 Figure 4. 4. Scheme Scheme of Figure of the thePEM PEMfuel fuelcell-based cell-basedUAV. UAV. Figure 4. Scheme of the PEM fuel cell-based UAV. Simplified schemes of the battery-based and the fuel cell-based drones are reported in Figures 5 Figure 4.the Scheme of the PEM fuel cell-based UAV. Simplified schemes ofbattery-based battery-based fuel cell-based arein reported Simplified schemes of the and theand fuelthe cell-based drones aredrones reported Figures 5 in and 6, respectively. Figures 5 and 6, respectively. and 6, respectively. Simplified schemes of the battery-based and the fuel cell-based drones are reported in Figures 5 and 6, respectively. Figure 5. Simplified scheme for the battery-powered UAV. Figure 5. Simplified scheme battery-powered UAV. Figure 5. Simplified scheme for for the the battery-powered UAV. The dashed arrow in Figure 6, going from the gas tanks to the fuel cell represents the hydrogen Figure 5. Simplified scheme for the battery-powered UAV. flow, which is regulated by the electronics. auxiliary components of the fuel system, TheThe dashed arrow in Figure 6,control going from thethe gasThe tanks to the fuel cellcell represents thecell hydrogen dashed arrow in Figure 6, going from gas tanks to the fuel represents the hydrogen such as air arrow compressor, blower and from solenoid valves, require power of about 22 W. For this The dashed in Figure 6,control going the gas tanks to the afuel cell supply represents thefuel hydrogen flow, which is regulated by the electronics. The auxiliary components of the cell system, flow, which is regulated by thebecontrol electronics. The auxiliary of the fuel celldrone system, reason, an extra power must supplied to the aside fromcomponents the 728 W required by the flow, which is regulated by the control electronics. Thesystem, auxiliary of the cell22 system, such as air compressor, blower and solenoid valves, require acomponents power supply offuel about W. ForFor this such as air compressor, blower and solenoid valves, require a power supply of about 22 W. engines (commonblower to both systems). Thus, the two asystems, although designed for this the samethis such as air compressor, and solenoid valves, require power supply of about 22 W. For reason, an an extra power must be be supplied to the system, aside from thethe 728728 WW required by by thethe drone reason, extra must supplied to the system, aside from required drone application andpower size, are different the amount of power effectively supplied to drone the engines. reason, an(common extra power must beslightly supplied to the in system, aside from thealthough 728 W required by the engines to both systems). Thus, the two systems, designed for the same engines (common to both systems). Thus, the two systems, although designed for the same application As (common a consequence, considering 1 Thus, kW power, the systems, battery-based system has a slightly longer flying engines to are both systems). although designed for the same application and size, slightly different inthe the two amount of power effectively supplied to the engines. and size, arerespect slightly different insystem. the amount of power effectively supplied to the engines. As a time, with to the fuel cell application and size, are slightly different in the amount of power effectively supplied to the engines. Asconsequence, a consequence, considering 1 kW power, the battery-based system has a slightly longer flying the battery-based battery-basedsystem systemhas hasa aslightly slightly longer flying time, As a consequence,considering considering 11 kW kW power, power, the longer flying time, with respect to the fuel cell system. with respect to the fuel cell system. time, with respect to the fuel cell system. Figure 6. Simplified scheme for the fuel cell-powered UAV. Unlike for the stationary application, for the application the hydrogen production aspect Figure 6. Simplified scheme for mobile the fuel cell-powered Figure 6. Simplified scheme for the fuel cell-powered UAV.UAV. Figure 6. Simplified scheme for the fuel cell-powered UAV.400 nl/h with a power has not been examined. However, considering a small electrolyzer producing supplyfor equal tostationary 2.8 kW,application, the amountfor of for hydrogen necessary forthe thehydrogen fuelhydrogen cell-powered drone running Unlike for the application, mobile application the production aspect Unlike the stationary thethe mobile application production aspect for 120 min can be produced in about 250 min, with a total energy consumption of 11.8 kWh. Unlike for the stationary application, mobile application the400 hydrogen production aspect has However, considering afor small electrolyzer producing nl/h awith power hasnot notbeen beenexamined. examined. However, considering athe small electrolyzer producing 400 with nl/h a power has equal not been examined. However, considering anecessary smallfor electrolyzer producing 400 nl/h with a power supply toto2.8 thethe amount of hydrogen necessary the cell-powered drone running supply equal 2.8kW, kW, amount of hydrogen for fuel the fuel cell-powered drone running 3. Cost Analysis for can in in about 250of min, with a total energy of 11.8 supply equal toproduced 2.8 kW, the amount hydrogen necessary forconsumption theconsumption fuel cell-powered drone running for for120 120min min canbebe produced about 250 min, with a total energy ofkWh. 11.8 kWh. be a deciding factor250 in min, the choice two different systems for applications. In 120 minCost can can be produced in about with abetween total energy consumption of 11.8 kWh. 3.3.Cost Analysis order to identify which solutions are more competitive and the impact of the energy storage solution Cost Analysis 3. on Cost Analysis of thefactor system, a cost analysis has been performed for both andInmobile Costthe cantotal be acost deciding in the choice between two different systems forstationary applications. Cost can be a deciding factor in the choice between two different systems for applications. In order solutions areare more competitive andand the impact of the storage solution Cost canwhich be a deciding factor inmore the choice between two systems for applications. In order ordertotoidentify identify which solutions competitive thedifferent impact ofenergy the energy storage solution on the total cost of the system, a cost analysis has been performed for both stationary and mobile to identify which solutions are more competitive and the impact of the energy storage solution on the on the total cost of the system, a cost analysis has been performed for both stationary and mobile Challenges 2017, 8, 9 6 of 15 Challenges 2017, 8, 9 6 of 15 total cost of the system, a cost analysis has been performed for both stationary and mobile applications. applications . The estimated costscomponents of the main components the two systems stationary areinreported The estimated costs of the main for the two for stationary aresystems reported Table 1, in Table 1, and their distribution and total prices are shown in Figure 7. and their distribution and total prices are shown in Figure 7. Table Table 1. Costs Costs of of the the main main components components for the stationary systems. System System Fuel cellcell Fuel Battery Battery Component Component Fuel cell system Fuel cell system Type I gas tanks Type I gas tanks PV (photovoltaic) panels PV (photovoltaic) panels Auxiliary components Auxiliary components Li-ion Li-ionbatteries batteries PV panels PV panels Auxiliary components Auxiliary components Cost (€) 30,000 30,000 7500 7500 5500 5500 7000 7000 18,000 18,000 3500 3500 3500 3500 Cost (€) Figure 7. Total costs and cost distributions for the two alternatives of the stationary systems. Figure 7. Total costs and cost distributions for the two alternatives of the stationary systems. As can be seen from Figure 7, although the total costs are very different for these solutions, the can be seen fromthe Figure 7, although the total are very different these solutions, price As distribution among components is similar, withcosts the energy storage unitfor representing more the price distribution among the components is similar, with the energy storage unit representing more than half of the total cost for both systems. The reason is two-fold: on one hand, the high number of than half of the total cost for both systems. The reason is two-fold: on one hand, the high number batteries required by the battery-powered system to guarantee two days of self-sufficiency gives of a batteries required byprice, the battery-powered system tothe guarantee two days of self-sufficiency gives significant rise to the while, on the other hand, high cost of the electrolyzer + PEM fuel cella significant rise to the price, while, on the otherpenetration hand, the high cost of the electrolyzer PEM fuel cell system is, nowadays, fixed by the low market of these devices. The use of+ gas cylinders system is, nowadays, fixed by the low market penetration of these devices. The use of gas cylinders gives another significant contribution to the cost of the hydrogen technology system. givesDifferent another significant the hydrogen system. for which the trends cancontribution be observedtointhe thecost caseofof the selected technology mobile application, trends can be2,observed the case ofamong the selected mobile application, for which the costs costs Different are reported in Table and theirin distribution the components is summarized in Figure 8. are reported in Table 2, and their distribution among the components is summarized in Figure 8. Table 2. Costs of the main components for the mobile systems. Table 2. Costs of the main components for the mobile systems. System Component FuelComponent cell system Engines structure Fueland cell system Engines Fuel cell Type IIIand gasstructure tanks Type III gas tanks Fuel cell Auxiliary components Auxiliary components Image acquisition Image acquisition system system Li-ion battery Li-ion battery Engines and Engines andstructure structure Battery Battery Auxiliarycomponents components Auxiliary Image acquisition system system Image acquisition System Cost (€) Cost (€) 13,200 5800 13,200 5800 2200 2200 3200 3200 2600 2600 1000 1000 5800 5800 1600 1600 2600 2600 Challenges 2017, 8, 9 Challenges 2017, 8, 9 7 of 15 7 of 15 Figure 8. Total costs and cost distributions for the two alternatives of the mobile system. Figure 8. Total costs and cost distributions for the two alternatives of the mobile system. In this case, the PEM fuel cell is responsible for about half of the total cost of the fuel cell-powered In this case, fuelincell responsible for about total cost impact, of the fuel drone, while the thePEM battery theisbattery-powered systemhalf hasofa the much lower notcell-powered only if compared to battery the fuel in cell of battery-powered the fuel cell-basedsystem mobile has system, but also to impact, the previously-presented drone, while the the a much lower not only if compared stationary application. This is simplybut duealso to the number of batteries battery-based required to thebattery-based fuel cell of the fuel cell-based mobile system, todifferent the previously-presented by the two applications. In the case of the UAV, a single battery is enough for a single run while, stationary application. This is simply due to the different number of batteries required by for the two the stationary application, 12 batteries are necessary to guarantee two days of self-sufficiency. The applications. In the case of the UAV, a single battery is enough for a single run while, for the stationary impact of the engines and structure of the drone to the total cost of the drone, as well as that of the application, 12 batteries are necessary to guarantee two days of self-sufficiency. The impact of the engines control and image acquisition part, is quite different for the two systems, even if the absolute cost is and structure of the drone to the total cost of the drone, as well as that of the control and image acquisition obviously the same. This result indicates a very different contributions of the two energy storage part, methods is quite different the systems, even if the absolute cost is obviously the same. This result to the totalfor cost oftwo the drone. indicates In a very different of the two storage to the total and coststructure. of the drone. the case of the contributions battery-based drone, 52% energy of the total pricemethods is due to the engines In the case of the battery-based theproduction total priceofisthis duematerial to the engines structure. This can be attributed to the use ofdrone, carbon 52% fiber.ofThe is, in fact,and energyand capital-intensive. Therefore, a large effort is being done to develop new production technologies This can be attributed to the use of carbon fiber. The production of this material is, in fact, energy- and of carbon fiber,Therefore, in order to significantly costsnew [35].production Structure and engines capital-intensive. a large effort isreduce beingmanufacturing done to develop technologies of represent 21% of the total price of the fuel cell-powered UAV. In this case, however, the type IIIrepresent gas carbon fiber, in order to significantly reduce manufacturing costs [35]. Structure and engines partly made of carbon fiber and contribute to 8% of the total price of the system, suggesting 21% tanks of theare total price of the fuel cell-powered UAV. In this case, however, the type III gas tanks are the need of an improvement in composite tank manufacturing [36]. partly made of carbon fiber and contribute to 8% of the total price of the system, suggesting the need The systems examined for the two applications show the same main critical aspect from a cost of anpoint improvement in composite tank manufacturing [36]. of view: the higher impact of the fuel cell with respect to Li-ion batteries. In fact, the latter The systems examined for the two applications show same main critical aspect fromofa cost represents a mature technology already commercialized on athe large scale. In particular, in the case pointselected of view: the higher impact of the fuel cell with respect to Li-ion batteries. In fact, the latter applications, battery-powered drones are already available at different prices and sizes, represents a mature technology commercialized on a largepanels, scale. and In particular, in the while for stationary applicationalready kits containing batteries, photovoltaic controllers can be case purchased in a variety battery-powered of power options. drones are already available at different prices and sizes, of selected applications, commercial situation kits of fuel cell technology is, at present, quite different, thesecontrollers products not while forThe stationary application containing batteries, photovoltaic panels, and can be yet being commercialized on a large scale. Their production process, which still needs improvement purchased in a variety of power options. [37], makes them quite expensive. If there is a market for PEM fuel cells for stationary use (e.g., smallThe commercial situation of fuel cell technology is, at present, quite different, these products not scale CHP), when PEM fuel for mobile and aerospace applications are considered, the prices increase yet being commercialized on a large scale. Their production process, which still needs improvement [37], significantly. This is due to the use of lightweight materials and to a significantly lower diffusion on makes quite there a market for PEM fuel cells for stationary use (e.g., small-scale CHP), thethem market of expensive. this type of If fuel cell,iswhen compared to similar systems for stationary applications. when PEM fuel for mobile and aerospace applications are considered, the prices increase significantly. This is the Assessment use of lightweight materials and to a significantly lower diffusion on the market of this 4. due Life to Cycle type of fuel cell, when compared to similar systems for stationary applications. Life cycle assessment (LCA) is an important tool to evaluate the environmental impact of a product, as described by the ISO 14040/14044 methodology [38,39]. LCA has been already carried out on stationary energy-storage systems on both battery-based [40,41] and fuel cell-based systems [42– 44]. novelty of this study is given a comparison between the twothe different solutions, sized for of a LifeThe cycle assessment (LCA) is anbyimportant tool to evaluate environmental impact the same conditions for the stationary application. As far as the UAV is concerned, to our knowledge, product, as described by the ISO 14040/14044 methodology [38,39]. LCA has been already carried out no previous LCA studies have been reported. 4. Life Cycle Assessment on stationary energy-storage systems on both battery-based [40,41] and fuel cell-based systems [42–44]. The novelty of this study is given by a comparison between the two different solutions, sized for the same conditions for the stationary application. As far as the UAV is concerned, to our knowledge, no previous LCA studies have been reported. Challenges 2017, 8, 9 8 of 15 4.1. Goal and Scope The goal of this study is to obtain an overview of the potential environmental impacts of the described systems, identifying the main bottlenecks associated with the manufacturing process of corresponding components. The functional unit of an LCA study is the reference to which all of the inputs and outputs are related, thus allowing a comparison among different systems. In this study the systems examined have different applications and sizes, so a functional unit of 1 kW power supplied has been chosen. 4.2. Inventory The data used for this LCA study have been taken from the Ecoinvent database [45]. Components and materials composing the systems are listed in the Tables 3–6 (left column), together with data taken from Ecoinvent (right column) to model them. All elements are rescaled on the basis of the system being examined, as explained later in detail. 4.2.1. Inventory for the Stationary Systems The inventory for the fuel cell-based stationary system has been grouped in Table 3 Table 3. Inventory for the fuel cell- based stationary system. Components Data from Ecoinvent Polycrystalline silicon solar panel (32 × 0.25 kW) PEM Fuel cell (3 kW) Alkaline electrolyzer (5 kW) Inverter (3 kW) Solar controller Polycrystalline silicon solar panel (0.21 kW) PEM fuel cell (2 kW) PEM fuel cell (2 kW) Inverter (2.5 kW) Electric scooter controller Auxiliary Components for the Fuel Cell System Aluminum gas tanks (12 × 50 l) Plastics (6 kg) Steel (356.4 kg) Connection cables (145 m) Li-ion batteries for startup (3.6 kWh) Brass (0.6 kg) Steel (1.1 kg) Steel (0.6 kg) Drawing of a wrought aluminum alloy (1 kg) Molding of bottle grade PET granulate (1 kg) Galvanized steel (1 kg) Connector cable for computer (1 m) Li-ion battery for electric vehicle Brass (1 kg) + Brass casting Stainless steel (1 kg) + average metal working for manufacturing of a chromium steel product Chromium steel pipe (1 kg) The PEM fuel cell in Ecoinvent [45], with a nominal power output of 2 kW, has been rescaled on the 3 kW PEM fuel cell of the fuel cell system. Due to the unavailability of data on alkaline electrolyzers, this device has been modeled with the same rescaled PEM fuel cell, as discussed in [25]. The inventory for the battery-based stationary system has been grouped in Table 4. Table 4. Inventory for the battery-based system. Components Data from Ecoinvent Polycrystalline silicon solar panel (20 × 0.25 kW) LiFePO4 batteries (22 kWh) Inverter (3 kW) Solar controller Polycrystalline silicon solar panel (0.21 kW) LiMn2 O4 battery for electric vehicle (2 kWh) Inverter (2.5 kW) Electric scooter controller Auxiliary Components for the Fuel Cell System Steel (222.7 kg) Connection cables (100 m) Galvanized steel (1 kg) Connector cable for computer (1 m) Challenges 2017, 8, 9 9 of 15 Even though the photovoltaic panels present in Ecoinvent [45] have a lower watt-peak with respect to those reported in the datasheet of the panels considered for this study, they comprise of the same number of cells. It is, thus, reasonable to consider the use of a similar amount of materials for their manufacturing. 4.2.2. Inventory for the Mobile System The inventory for the fuel cell-based UAVs is shown in Table 5. Table 5. Inventory for the fuel cell-based mobile system. Components Data from Ecoinvent PEM Fuel cell 1 kW PEM fuel cell 2 kW Engines and structure Copper production (1.6 kg) + wires drawing PAN fiber production (2.92 kg) Aluminum production (0.3 kg) + impact extraction Gas tanks Aluminum production (1.45 kg) + sheet rolling PAN fiber production (1.21 kg) Liquid epoxy resin production (0.81 kg) Auxiliary Components for Fuel Cell System Printed circuit board Stainless steel Plastics Copper Titanium Brass Air filter Printed wiring board for power supply unit Chromium steel production (secondary) (0.33 kg) + Impact extrusion Polyethylene production (0.3 kg) + Injection molding Copper production (0.17 kg) Titanium production (0.17 kg) Brass casting (0.07 kg) Polyethylene fleece (0.05 kg) Since data on carbon fiber (CF) were not available in Ecoinvent [45], polyacrylonitrile (PAN) production was considered, which is used as a precursor to obtain carbon fiber. Being that PAN is a precursor, the conversion processes of the former into carbon fiber is not accounted for and, thus, the impact of this process will be underestimated. According to a manufacturer [46] the energy input for CF production from PAN is 72 MJ/kg, while the production of PAN requires 69.3 MJ/kg [47]. According to another study [48], the energy input for the overall process of CF production ranges from 286 to 704 MJ/kg. These energy input data give an idea of the potential environmental impacts of the associated processes: from these values it seems that the impact of CF production is three times higher than that of PAN fiber (or even more, according to Duflou et al. [48]). For copper, titanium, and brass, due to their low amount, only production has been considered because the contribution of further processing is negligible. The inventory for the battery-based UAVs is shown in Table 6. Table 6. Inventory for the battery-based mobile system. Components Data from Ecoinvent Li-ion battery 1.5 kWh LiMn2 O4 battery for electric vehicle 2 kWh Copper production (1.6 kg) + wire drawing Engines and structure PAN fiber production (2.92 kg) Aluminum production (0.3 kg) + impact of extraction Auxiliary Components for Battery System Printed circuit board Printed wiring board for power supply unit Challenges 2017, 8, 9 10 of 15 Challenges 2017, 8, 9 10 of 15 Challenges 2017, 8, 9 4.3. LCA 4.3. LCA Results Results 10 of 15 performed Pro 8.2 LCA was performed by by means means of of the the commercial commercial software software Sima Sima Pro 8.2 (PRé (PRé Sustainability, Sustainability, 4.3.LCA LCA was Results Amersfoort, The Netherlands) [49]. The impact assessment method chosen was Impact Amersfoort, The Netherlands) [49]. The impact assessment method chosen was Impact 2002+ [50]. LCA was performed by means of the commercial software Sima Pro 8.2 (PRé Sustainability, 2002+ Globalpotential warming(GWP) potential (GWP) and non-renewable energy have been considered as Global[50]. warming and non-renewable energy have been considered as impact Amersfoort, The Netherlands) [49]. The impact assessment method chosen was Impact 2002+ [50]. impact categories. categories. Global warming potential (GWP) and non-renewable energy have been considered as impact The impact assessment assessmentresults results the stationary and mobile are reported The impact for for the stationary and mobile systemssystems are reported in Figuresin9 categories. Figures 9respectively. and 10, respectively. and 10,The impact assessment results for the stationary and mobile systems are reported in Figures 9 and 10, respectively. Figure 9. Impact distribution for the main components of the stationary systems for global warming Figure 9. 9. Impact of the thestationary stationarysystems systemsforfor global warming Figure Impactdistribution distributionfor forthe themain main components components of global warming potential and and non-renewable non-renewableenergy. energy. potential potential and non-renewable energy. Figure 10. Impactdistribution distributionfor for the the main main components components for global warming Figure 10. Impact distribution for the main componentsof ofthe themobile mobilesystems systems for global warming Figure 10. Impact of the mobile systems for global warming potential and non-renewable energy. potential potential and and non-renewable non-renewableenergy. energy. LCA results show similar trends for stationary and mobile applications. As can be noticed in the LCA results results show show similar similar trends for for stationary stationaryand andmobile mobileapplications. applications. As As can can be be noticed noticed in in the LCA Figures 9 and 10, both fuel celltrends and battery-based systems have low environmental burdens. In fact,the Figures 99 and and 10, 10, both both fuel fuel cell cell and and battery-based battery-based systems systems have have low environmental environmental burdens. burdens. In In fact, fact, Figures for the stationary application, the GWP is 1% and 3%, for thelow battery-based and fuel cell-based for the stationary application, the GWP is 1% and 3%, for the battery-based and fuel cell-based forsystems, the stationary application, theitGWP 1%29%, andrespectively, 3%, for the battery-based fuel cell-based systems, respectively, whereas is 5% is and for the mobileand application. These values systems, respectively, whereas it is 5% respectively, and 29%, respectively, for the mobile application. These values respectively, whereas it is 5% and 29%, for the mobile application. These values are are rather low, if compared to GWP of other components for the same systems. For example, in rather the are rather low, if compared to GWP of other components for the same systems. For example, in the the low, if compared to GWP of other components the same systems. For example, the case case of the stationary application, photovoltaicfor panels provide 85% and 31% of theinGWP for of the case of the stationary application, photovoltaic panels provide 85% and 31% of the GWP for the stationary application, photovoltaic panels provide 85% and of the GWP for the battery-based battery-based and fuel cell-based systems, respectively. For 31% the mobile systems, engine and battery-based andUAV fuelresult cell-based respectively. Forthe the mobile the cell-based engine and and fuel cell-based systems, respectively. systems, the engine systems, andand structure of the UAV structure of the in 58%systems, andFor 12%the of mobile the GWP for battery-based fuel structure of the UAV result in 58% and 12% of the GWP for the battery-based and fuel cell-based systems, respectively. result in 58% and 12% of the GWP for the battery-based and fuel cell-based systems, respectively. systems, respectively. Although directcomparison comparisonwith with previous previous studies methods forfor Although a adirect studies isisnot noteasy easydue duetotothe thedifferent different methods Although a direct comparison with previous studiessystems is not easy due to the different methods for impact assessment used, similarbattery-based battery-based investigated byby Balcombe et et al.al. [51] impact assessment used, similar stationary systems investigated Balcombe [51] impact assessment used, similar battery-based stationary systems investigated by Balcombe et al. [51] and Kabakian et al. [40] confirm the dominating impact of the solar panels with respect to batteries. and Kabakian et al. [40] confirm the dominating impact of the solar panels with respect to batteries. NoKabakian detailed LCA on stationary systems coupling PVthe and fuelpanels cells are available. study and et al.studies [40] confirm the dominating impact of solar with respectIntoabatteries. No detailed LCA studies on stationary systems coupling PV and fuel cells are available. In a study Challenges 2017, 8, 9 11 of 15 Challenges 2017, 8, 9 11 of 15 No detailed LCA studies on stationary systems coupling PV and fuel cells are available. In a study by by Bauer et [15] al. [15] a comparison between battery electric vehicles, batteries Bauer et al. in aincomparison between battery andand fuelfuel cell cell electric vehicles, bothboth batteries and and fuel fuel cells resulted in having lower environmental burdens for GWP with respect to the glider of the cells resulted in having lower environmental burdens for GWP with respect to the glider of the vehicle vehicle (i.e., the vehicle without drivetrain). Even if the structure of the drone and the glider of the (i.e., the vehicle without drivetrain). Even if the structure of the drone and the glider of the vehicle vehicle in [15] are different in the materials used and in with weight with to respect to the battery/fuel cell, a in [15] are different in the materials used and in weight respect the battery/fuel cell, a similar similar trend can be observed in Figure 10, as the structure of the UAV represents the largest trend can be observed in Figure 10, as the structure of the UAV represents the largest contribution to contribution to the total impact, the case of the battery system. the total impact, especially in theespecially case of theinbattery system. The impact of the batteries is mainly given by the by electrode manufacturing [52], although The impact of the batteries is mainly given the electrode manufacturing [52], distribution of the impacts between anode and cathode depends on the battery chemistry [53]. [53]. The although distribution of the impacts between anode and cathode depends on the battery chemistry environmental performance of batteries can becan enhanced by improving the manufacturing process, The environmental performance of batteries be enhanced by improving the manufacturing for example, by reducing or replacing some elements, like gallium used for the resistors [54],[54], or process, for example, by reducing or replacing some elements, like gallium used for the resistors improving recycling and recovery of materials [55]. or improving recycling and recovery of materials [55]. Similar cells, where thethe largest contribution to Similar considerations considerationscan canbe beoutlined outlinedininthe thecase caseofoffuel fuel cells, where largest contribution the environmental impact is given by the platinum group metals. The impact of platinum group to the environmental impact is given by the platinum group metals. The impact of platinum group metals, metals, although although their their small small amount, amount, lies lies mainly mainly in in their their extraction extraction process, process, as as suggested suggested in in previous previous studies [56,57] and confirmed by the impacts flowchart shown in Figure 11. studies [56,57] and confirmed by the impacts flowchart shown in Figure 11. Environmental impacts flowchart for the PEM fuel cell. Figure 11. Environmental As can be beseen seenininFigures Figures 9 and both hydrogen-based systems, a significant impact is As can 9 and 10,10, forfor both hydrogen-based systems, a significant impact is given given by the gas tanks (62% for the stationary system and 49% for the mobile one). It must be pointed by the gas tanks (62% for the stationary system and 49% for the mobile one). It must be pointed out that out due to the application different application requirements, different types of been tankschosen have been chosen for due that to the different requirements, different types of tanks have for the systems: the Typetanks I aluminum [58] for the stationary system and Type III (aluminum Typesystems: I aluminum [58] for tanks the stationary system and Type III (aluminum liner wrapped liner with wrapped with carbon fiber [58]) for the mobile application, due to the stringent weight issues. carbon fiber [58]) for the mobile application, due to the stringent weight issues. Although different, Although different,types both have gas cylinders types have burdens, high environmental burdens, mainly associated both gas cylinders high environmental mainly associated with the production with the production of the materials they are made of. In the case of the Type III tank, one of the main contributors is the PAN fiber production. However, the last step of PAN conversion into carbon fiber has not been considered in this study, as previously reported in paragraph 4.2.2. In other studies, the Challenges 2017, 8, 9 12 of 15 of the materials they are made of. In the case of the Type III tank, one of the main contributors is the PAN fiber production. However, the last step of PAN conversion into carbon fiber has not been Challenges 2017, 8, 9 study, as previously reported in paragraph 4.2.2. In other studies, the contribution 12 of 15 of considered in this carbon fiber was considered [46–48]. In [46] the authors report that the production of carbon fiber from contribution of carbon fiber was considered [46–48]. In [46] the authors report that the production of PAN is a very energy-intensive process, involving the thermosetting of PAN fibers into an oxidizing carbon fiber from PAN is a very energy-intensive process, involving the thermosetting of PAN fibers atmosphere at 200–300 ◦ C and carbonizing them at 1000–1700 ◦ C, leading to 80% of the total impact into an oxidizing atmosphere at 200–300 °C and carbonizing them at 1000–1700 °C, leading to 80% of for carbon fiber production. Both the liner of the Type III tanks and the Type I tanks for the stationary the total impact for carbon fiber production. Both the liner of the Type III tanks and the Type I tanks system are made of aluminum. The main contribution to the environmental impact of this material is for the stationary system are made of aluminum. The main contribution to the environmental impact theofelectrical energy consumption, the most critical step being the electrolytic smelting of bauxite [59]. this material is the electrical energy consumption, the most critical step being the electrolytic Furthermore, this study, primary aluminum was considered, which is much less environmentally smelting of in bauxite [59]. Furthermore, in this study, primary aluminum was considered, which is friendly than secondary aluminum [59]. much less environmentally friendly than secondary aluminum [59]. 5. Conclusions 5. Conclusions In In order toto compare technologyfor forenergy energystorage storage stationary order comparethe thebattery batteryand andfuel fuel cell-based cell-based technology inin stationary and mobile applications, analysishave havebeen beennormalized normalized per kWh energy and mobile applications,the theresults resultsof ofLCA LCA and and cost cost analysis per kWh energy supplied and they are summarized in Figure 12. The mass of the storage system, cost, and global supplied and they are summarized in Figure 12. The mass of the storage system, cost, and global warming potential togetherwith withthe the corresponding impact of energy the energy storage warming potentialare arereported, reported, together corresponding impact of the storage on theon thesystem. system. Figure Resultsnormalized normalizedper per kWh kWh energy supplied systems. Figure 12.12.Results suppliedfor forthe thedifferent differentexamined examined systems. Both systems examined, whether for stationary or mobile use, present similar advantages and Both systems examined, whether for stationary or mobile use, present similar advantages and drawbacks. For both stationary and mobile systems presented, the battery-based systems are simpler drawbacks. For both stationary and mobile systems presented, the battery-based systems are simpler than the fuel cell-based ones, requiring fewer auxiliary components. The latter requires a power than the fuel cell-based ones, requiring fewer auxiliary components. The latter requires a power supply that determines a reduction in the overall system efficiency, since this power is not used for supply that determines a reduction in the system since this power is not the household or the flying range. The fueloverall cell systems are,efficiency, thus, oversized to compensate thisused extrafor theconsumption household or the flying range. The fuel cell systems are, thus, oversized to compensate this (and efficiency of the electrolyzer, in the case of the fuel cell-based stationary system). extra consumption (andstorage efficiency of the electrolyzer, in the case diffusion of the fuel cell-based stationary Systems using battery can benefit from a wide commercial of Li-ion batteries and system). Systems using battery storage can benefit from a wide commercial diffusion of Li-ion batteries correlated devices for the chosen application (for example, the already assembled micro-UAVs, as well as kits containing battery packs, solar panels, controllers, and an inverter for stationary off-grid applications), which makes the prices more attractive. On the other hand, as soon as the amount of energy to be stored increases, new batteries have to be added, which means additional costs and the Challenges 2017, 8, 9 13 of 15 and correlated devices for the chosen application (for example, the already assembled micro-UAVs, as well as kits containing battery packs, solar panels, controllers, and an inverter for stationary off-grid applications), which makes the prices more attractive. On the other hand, as soon as the amount of energy to be stored increases, new batteries have to be added, which means additional costs and the increasing weight of the system. In stationary applications weight is not an issue. However, in UAV applications the weight of the additional battery might not be compatible with the features of a drone and become a limiting factor. In FC-based systems, given the maximum power output of a fuel cell (and its fuel consumption), the only limiting factor is the amount of hydrogen to be stored. The main drawback of fuel cell-based systems is, at present, represented by their high cost, which is about double that of a battery-based system of the same size and for the same applications. Fuel cell-based systems are more complex and require a larger number of auxiliary components for their operation, which means additional weight. This has to be taken into account, especially when considering mobile applications. LCA results have shown that both battery and fuel cells have low environmental burdens with respect to other components of the same systems. Acknowledgments: This work was performed in the framework of the Piedmont Regional projects “STERIN” and “Dron-Hy”, financed by FINPIEMONTE, POR-FESR Asse I, Attività I.1.3 Innovazione e P.M.I., Polo “Architettura Sostenibile e Idrogeno” and Polo “Polight”, respectively. 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