Skip to main content
Membranes logoLink to Membranes
. 2022 Jan 5;12(1):72. doi: 10.3390/membranes12010072

Thermodynamic Modeling and Performance Analysis of Vehicular High-Temperature Proton Exchange Membrane Fuel Cell System

Yanju Li 1, Dongxu Li 1, Zheshu Ma 1,*, Meng Zheng 1, Zhanghao Lu 1
Editor: Fatemeh Razmjooei1
PMCID: PMC8779639  PMID: 35054598

Abstract

Since the high temperature proton exchange membrane fuel cells (HT-PEMFC) stack require a range of auxiliary equipments to maintain operating conditions, it is necessary to consider operation of related components in the design of HT-PEMFC systems. In this paper, a thermodynamic model of a vehicular HT-PEMFC system using phosphoric acid doped polybenzimidazole membrane is developed. The power distribution and exergy loss of each component are derived according to thermodynamic analysis, where the stack and heat exchanger are the two components with the greatest exergy loss. In addition, ecological functions and improvement potentials are proposed to evaluate the system performance better. On this basis, the effects of stack inlet temperature, pressure, and stoichiometric on system performance are analyzed. The results showed that the energy efficiency, exergy efficiency and net output power of the system achieved the maximum when the inlet gases temperature is 406.1 K. The system performance is better when the cathode inlet pressure is relatively low and the anode inlet pressure is relatively high. Moreover, the stoichiometry should be reduced to improve the system output performance on the basis of ensuring sufficient gases reaction in the stack.

Keywords: HT-PEMFC, thermodynamic modeling, powertrain design, exergy analysis, energy analysis

1. Introduction

Recently, the demand for energy-efficient and eco-friendly energy systems has been increasing with the growing problems such as depletion of fossil fuels and environmental deterioration [1,2,3,4,5,6,7]. Proton exchange membrane fuel cells (PEMFC) with benefits of zero-emission, high energy conversion efficiency, high power density and low maintenance are widely used in fuel cell vehicles (FCVs) [8,9,10,11,12]. Perfluorosulfonic acid (Nafion) is commonly used as a membrane in low temperature proton exchange membrane fuel cells (LT-PEMFCs) [13,14,15,16]. Since the proton conductivity inside the Nafion membrane requires water as a charge carrier, the membrane must always be kept in a hydrated state to maintain optimal performance [17,18]. Compared to LT-PEMFC, HT-PEMFC simplifies water and heat management system and accelerates reaction kinetic at the electrode [19]. Higher operating temperatures can also improve CO tolerance and improve the quality of waste heat [20,21,22]. In recent years, a range of plasmonic conductor polymer membranes have been developed and modified which enable operation in the higher temperature 120–200 °C [23,24,25,26,27,28]. Phosphoric-acid-doped polybenzimidazole (PA/PBI) membranes are widely used in HT-PEMFC due to its excellent mechanical strength and good chemical resistance [29,30,31]. In fact, polybenzimidazole (PBI) is an amorphous rigid polymer doped with phosphoric acid [32,33]. Compared to other acids at high temperatures, phosphoric acid has low vapor pressure and high thermal stability [34,35,36,37,38,39]. In this paper, a thermodynamic model of the vehicular HT-PEMFC system was established based on a PBI membrane.

From a thermodynamic point of view, a complete vehicular HT-PEMFC system consists of HT-PEMFC stack, hydrogen supply sub-system, air supply sub-system and a thermal management sub-system [40,41]. HT-PEMFC single cell is the main core component in the stack and its performance has a great impact on the overall system operation. Guo et al. [42] developed a thermodynamic model of a HT-PEMFC single cell and studied the effect of the main operating conditions and designing parameters on the performance of the HT-PEMFC sing cell. The results showed that higher operating temperatures and operating pressures can effectively improve the output performance of HT-PEMFC single cell. However, the power distribution of the ancillary equipment that maintains these operating conditions is not considered. Qin et al. [43] properly equipped an air compressor with the PEMFC stack, and optimized the operating pressure of the power system. The results showed that both the power generation of the fuel cell stack and the power consumption of the compressor increase with the system operating pressure. Zhang et al. [44] developed a simulation model of PEMFC system with hydrogen cycle and dead-ended anode. The results showed that the hydrogen cycle fuel cell system with dead-end anodes had good performance and the control strategy was effective. Reddy et al. [45] investigated the effectiveness of the HT-PEMFC external coolant system by using a multi-scale stacked heat transfer model. The simulation results showed that the temperature variation in the stack could be kept within 10 K by optimizing the number of cooling plates, the coolant flow rate and the temperature entering the stack. Most of these studies focused on the analysis of fuel cell system components, such as HT-PEMFC stack [46], air compressor [47], hydrogen circulation pump [48] and combinations of very few components of the system [49,50], lacking overall system modeling and performance analysis.

At present, in addition to the research on fuel cell system components, there are some studies on the overall PEMFC system. Chen et al. [51] established a PEMFC system thermodynamic model and applied a novel multi-objective evolutionary algorithm based on decomposition (MOEA/D) to optimize the operating parameters of the PEMFC system in order to maximize system efficiency and power. The final optimized point of system energy efficiency and electrical power can reach 79% and 8.04 kW, respectively. However, the components of the PEMFC system and their connections were not described in detail. Chitsaz et al. [52] presented the layout structure of the PEMFC system layout, and its thermodynamic and the exergoeconomic assessment was carried out. In addition, the effects of current density and temperature on the performance of the PEMFC system were investigated. Hwang et al. [53] developed a PEMFC cogeneration system that provided high quality electricity and hot water. The results showed that the maximum system efficiency was as high as 81% when combining heat and power. Mert et al. [54] dealt with the exergoeconomic analysis of a vehicular PEMFC system. It was found that with the temperature and pressure increased and the membrane thickness decreased, the system efficiency increased, leading to a reduction in overall production cost. Blum et al. [55] elaborated the system layout concepts of PEMFC, phosphoric acid fuel cell (PAFC) and solid oxide fuel cell (SOFC), and analyzed their electrical efficiencies. The results show that the electrical efficiency of different types of fuel cell systems varies greatly.

Based on the above research background, a complete thermodynamic model of the vehicular HT-PEMFC system is developed in this paper to provide a reference for the future design and optimization of the fuel cell system. The model fully takes the power distribution of each component and their connection methods into account. Energy and exergy distribution based on thermodynamic model are revealed, and the evaluation method of the system is established. In addition, ecological functions and improvement potentials are derived to evaluate the system performance. Then, the future optimization of the system is suggested based on the effect of different parameters on the system performance. The rest of this paper is organized as follows: The schematic and description of the proposed vehicular HT-PEMFC system is given in Section 2. In Section 3, the thermodynamic model of the system is given, including the HT-PEMFC stack and other auxiliary equipment. The power consumption and exergy distribution of different components are determined by energy analysis and energy analysis. Section 4 analyzes the effect of stack inlet temperature, pressure and stoichiometry on system performance. Contents of this paper are concluded in Section 5.

2. System Description

In order to meet the operating conditions of the HT-PEMFC stack, the air from the environment and hydrogen from the hydrogen storage tank should be pressurized, heated and humidified before entering the stack, and the waste heat from the stack should be removed. Therefore, the vehicular HT-PEMFC system should include: HT-PEMFC stack, compressors, humidifiers, heat exchangers and a coolant pump. Meanwhile, in order to make full use of the energy in the cathode exhaust gas, a turbine is installed at the cathode outlet. The use of turbine can effectively reduce the power consumption of the compressor as well as improve the energy utilization and overall efficiency of the system. The schematic of the vehicular HT-PEMFC system developed in this paper is shown in Figure 1. The arrows in Figure 1 indicate the direction of fluid flow in the system, and the numbers indicate the state of the fluid.

Figure 1.

Figure 1

Schematic of the proposed HT-PEMFC system.

The yellow line in Figure 1 indicates the gas supply sub-system, which uses an exhaust gas energy recovery strategy [56]. It mainly consists of air compressor (AC), cathode heat exchanger (CHE), cathode humidifier (CH) and turbine (TUR). The air in the environment is first pressurized by an air compressor to the required operating pressure of the stack. Then, the compressed air is preheated by the high temperature coolant from the stack. The air needs to be humidified before entering the stack to improve the proton conductivity of the PEM. This system uses external spray humidification method. Finally, the incompletely reacted exhaust gas from the environment and water vapor are discharged from the cathode outlet of the stack and then flow into the turbine for energy recovery before being discharged into the environment. The blue line in Figure 1 is the hydrogen supply sub-system, which uses a hydrogen recirculation strategy [57]. It mainly consists of a hydrogen compressor (HC), an anode heat exchanger (AHE) and an anode humidifier (AH). The hydrogen from the hydrogen storage tank is passed through a pressure regulator to reach the pressure required for HT-PEMFC stack operation and then is mixed with hydrogen from hydrogen compressor. The mixed hydrogen gas flows into the HT-PEMFC stack after heating and humidifying. The incompletely reacted hydrogen is recycled by a hydrogen compressor. The red line in Figure 1 is the thermal management sub-system. It consists of a coolant pump (CP), AHE and CHE. The coolant for HT-PEMFC system is Tri-ethylene glycol (TEG) because its phase does not change at 423~463 K [58,59]. The coolant carries heat away from the stack to preheat the inlet gases through the heat exchangers.

In order to simplify the thermodynamic model, several reasonable assumptions are made:

  • (1)

    The system works under steady-state conditions, and the heat loss and pressure of the system loss are neglected [60,61].

  • (2)

    The ambient air temperature is 298.15 K, the pressure is 101 kPa [60].

  • (3)

    Dry air and hydrogen behave as ideal gas. Hydrogen is 100% pure and reacts completely in the fuel cell. Air is composed of 21% oxygen and 79% nitrogen [62].

  • (4)

    The working temperature of the stack is uniform. The temperature rise of both gases and coolant in the stack is fixed at 10 K, and the pressure drop is fixed at 0.2 atm [60].

  • (5)

    Energy loss and exergy losses during the gas flow are not considered [63].

  • (6)

    All the heat generated by the stack is carried away by the coolant [63].

3. Thermodynamic Modeling and Analysis

3.1. HT-PEMFC Stack

The HT-PEMFC stack model developed in this paper is based on HT-PEMFC single cell using PBI membranes, which have been validated in our previous studies [64,65,66]. The proton conduction mechanism of the PA/PBI membrane is called “Grotthus mechanism” [67]. The electrochemical reactions within HT-PEMFC be described as [68]:

Anode: H22H++2e  (1)
Cathode: 2H++12O2+2eH2O (2)
Overall recation:H2(g)+12O2(g)H2O(g)+heat+electricity (3)

The reversible output voltage of a HT-PEMFC single cell is expressed:

Ucell=ErevEactEohmEcon=Erev(1+1α)RTneln(JLJLJ)RTneαFln(J+JleakJ0)J(tmemσmem) (4)

where Ucell is the output voltage of a HT-PEMFC single cell. Erev is the reversible cell voltage that can be calculated from the Nernst equation. Eact, Eohm and Econ represent the activation overpotential, ohmic overpotential and concentration overpotential, respectively. α is the charge transfer coefficient. J is the operating current density. JL is the limiting current density. J0 and Jleak are the exchange current density and leak curent density, respectively. tmem and σmem are the thickness and proton conductivity of the membrane, respectively [64]. σmem can be calculated by:

σmem=abTecactRT  (5)
a=68DL36324DL2+65750DL+8460 (6)
b={1+(0.01704T4.767)RH 373.15KT413.151+(0.1432T56.89)RH  413.15K<T453.151+(0.7T309.2)RH         453.15<T473.15 (7)
cact=619.6DL+21750 (8)

where DL is the doping level of PA. RH is the relative humidity of the electrolyte. Kim et al. [69] suggested empirical model explaining that PA doping level is dropped from initial doping level depending on time t. DL can be calculated by:

DL=DL0DLDC·t (9)

where DL0 is initial doping level, DLDC is doping level drop coefficient.

Figure 2 is a comparison of model prediction and experimental data from ref. [70]. The results show that the model is in good agreement with the experimental data. The variation of proton conductivity of the membrane σmem and reversible output voltage of the HT-PEMFC single cell Ucell with DL and t at current density J=0.8 A cm2 is given in Figure 3. Figure 3a shows that σmem and Ucell achieve the maximum value when DL=8.4. A higher degree of phosphoric acid doping is beneficial to improve the HT-PEMFC performance, but too high DL also results in a poorer mechanical property and makes phosphoric acid molecules more easily to leak out of the HT-PEMFC [71]. As the temperature increases, both σmem and Ucell increase. The increase in temperature facilitates the reduction of internal resistance, thus improving the single cell output performance. From Figure 3b, σmem and Ucell first increases and then gradually decreases with time. In the lifetime test of HT-PEMFC, there was an activation stage at the beginning that led to improved performance [72]. After that, the phosphoric acid in the PBI membrane continues to be lost, σmem and Ucell gradually decrease. Therefore, the leakage of PA is one of the main reasons for the durability of PA doped PBI membranes and is one of the urgent problems that need to solve at present. In addition, the increase of electrode relative humidity is beneficial for proton conductivity and single cell output voltage.

Figure 2.

Figure 2

Comparisons of the HT-PEMFC single cell output voltage between modeling results and the experimental data.

Figure 3.

Figure 3

Variation of proton conductivity of the membrane σmem and reversible output voltage of the HT-PEMFC single cell Ucell with DL and t: (a) Variation of σmem and Ucell with DL; (b) Variation of σmem and Ucell with t.

The electric power and thermal power output of the HT-PEMFC stack is expressed as:

Wstack=N·Ucell·J·A  (10)
Qstack=N·(ErevUcell)·J·A (11)

where Wstack is the electric power output of the stack, Qstack is the thermal power. N is the number of HT-PEMFC single cells, and A is the effective working area of a single cell.

This paper provides a power system design for FCVs based on the above HT-PEMFC single cell model, and uses mathematical equations to build the HT-PEMFC system model by Matlab programming. The operating and design parameters of the vehicular HT-PEMFC system model in this paper are given in Table 1. The design parameters of HT-PEMFC single cell can be found in ref. [50].

Table 1.

Operating and design parameters of a vehicular HT-PEMFC system.

Component Parameters Values
HT-PEMFC stack Number of single cells N 250
Effective working area A 300 cm2 [59]
Anode stoichiometry San 1.05 [62]
Cathode stoichiometry Sca 2 [62]
Anode inlet pressure p11 2 atm
Cathode inlet pressure p4 2 atm
Inlet temperature Tin 403 K [42]
Relative humidity RH 7.6% [42]
current density J 02 A cm2 [42]
Compressors Efficiency ηC 55% [62]
Coolant pump Efficiency ηCP 55%
Turbine Efficiency ηTUR 65%

3.2. Auxiliary Equipment

The inlet and outlet gas flow rates of the fuel cell stack should be determined before the auxiliary equipment is modeled. According to the above reaction Equation (1), it is known that 1 mol of hydrogen can transfer 2 mol of electrons, therefore, the mass flow rate of hydrogen at the stack inlet can be expressed as [73]:

m˙H2,in=San·MH2·N·J2F=San·MH2·N·J·A2F  (12)

where F is the Faraday constant, San is the anode stoichiometric ratio.

Similarly, the air mass flow rate at the stack inlet can be obtained as [73]:

m˙air,in=Sca·MO2·N·I4F·gO2=Sca·MO2·N·J·A4F·gO2  (13)

where Sca is the anode stoichiometric ratio, and gO2 represents the oxygen mass fraction in the air.

The gas at the cathode and anode inlets should have a certain humidity to ensure more efficient operation of the HT-PEMFC stack. The ratio of the mass of water vapor to the mass of dry gas is called the moisture content in the wet gas, and it can be obtained [63]:

d=mvma=MvMaRH·pspwetRH·ps  (14)

where mv and ma are the masses of water vapor and dry gas, respectively. Mv and Ma are the relative molar masses of water vapor and dry gas, respectively. pwet is the pressure of wet gas. ps is the saturated vapor pressure. Thus, the mass flow rate of water vapor can be obtained [63]:

m˙v=m˙a·d  (15)

The mass flow rates at the cathode and anode of the stack inlet can be expressed as:

m˙4=m˙air,ca+m˙v,ca  (16)
m˙11=m˙H2,an+m˙v,an (17)

where m˙v,ca and m˙v,an are the mass flow rates of water vapor in the wet gas at the cathode and anode of the stack inlet, respectively. The numbers in the subscripts correspond to the state of the fluid in Figure 1.

The mass flow rates at the cathode and anode of the stack outlet can be calculated by applying the mass balance equations:

m˙5=m˙4MO2·N·J·A4F (18)
m˙12=m˙11MH2·N·J·A2F (19)

3.2.1. Compressors

The compressor can pressurize the inlet air and the incompletely reacted hydrogen to the working pressure of the stack. The power consumed by the air compressor and hydrogen compressor can be expressed as:

WAC=Cp,1m˙1T1ηC((p2p1)γ1γ1) (20)
WHC=Cp,12m˙12T12ηC((p13p12)γ1γ1) (21)

where WAC and WHC represent the power consumed by the air and hydrogen compressors, respectively. Cp is the specific heat at constant pressure, γ is the adiabatic coefficient. p and T represent the temperature and pressure in different state, respectively.

The temperature of the compressor outlet can be obtained:

T2=T1·((p2p1)γ1γ1) (22)
T13=T12·((p13p12)γ1γ1)  (23)

3.2.2. Humidifiers

The humidification process is considered as an adiabatic process, which satisfies the law of conservation of energy. Thus, the cathode and anode humidification process can be expressed as:

Cp,4m˙4T4=Cp,3m˙3T3+Cp,9m˙9T9  (24)
Cp,11m˙11T11=Cp,10m˙10T10+Cp,20m˙20T20  (25)

The process of gas 8 and gas 13 to gas 9 in Figure 1 is also consistent with the energy conservation theorem, and the process can be expressed as:

Cp,9m˙9T9=Cp,8m˙8T8+Cp,13m˙13T13  (26)

3.2.3. Heat Exchangers

When the heat exchangers heat the inlet gas, part of the heat comes from the coolant through heat exchange and the other part is provided by the electric heater. It is considered that the heat required for gas 2 and gas 9 to reach T15 is provided by the coolant, which rejects heat at the heat exchanger [63]. However, the heating from state 15 to state 10 and state 3 needs to be heated by electric heaters, respectively. Thus, the heating power of the heat exchanger of the cathode and anode is:

WCHE=Cp,2m˙2(T3T15)  (27)
WAHE=Cp,2m˙2(T10T15) (28)

3.2.4. Coolant Pump

The coolant pump extracts coolant into the fuel cell stack to remove excess heat, which is used in the heat exchanger for heating. The coolant flow rate can be obtained by energy conservation. The coolant flow rate is:

m˙15=QstackCp,15(T16T15) (29)

The power consumed by the coolant pump is expressed as:

WCP=m˙15·(p16p15)ρCP·ηCP  (30)

where ρCP is the density of the coolant, ηCP is the efficiency of the coolant pump.

3.2.5. Turbine

The use of turbine can effectively reduce the power loss of air compressor and improve the energy utilization. The turbine works just the opposite of the air compressor, and its output power is:

WTUR=Cp,6·m˙6·T6·ηTUR(1(P7P6)γ1γ)  (31)

According to the above model, the power of each component at different current densities can be obtained, as shown in Table 2. Positive values represent the power output and negative values represent the power consumed. From Table 2, when the current density increases, the output power of the HT-PEMFC stack increases, but the power consumption of the ancillary equipment also increases. The reason for this is that increasing current density leads to an increase in the flow rate of the fluid, thus increasing the power consumption of the ancillary equipment. By comparison, it can be found that AC is the most consuming component of the ancillary equipment. In order to reduce parasitic power consumption and further improve the efficiency of the system, the design and operation of the AC should be carefully considered.

Table 2.

Power of each component at different current densities.

Components
(Power: W)
0.2 0.4 0.6 0.8 1.0 1.2 1.4
HT-PEMFC stack 9156.9 16,588.3 23,106.4 28,815.2 33,675.9 37,532.9 40,045.9
AC −1125.8 −2251.6 −3377.4 −4503.2 −5629.1 −6754.9 −7880.7
HC −2.4 −4.9 −7.3 −9.7 −12.2 −14.6 −17.0
CHE −154.1 −308.1 −462.2 −616.3 −770.3 −924.4 −1078.4
AHE −32.3 −64.6 −97.0 −129.3 −161.6 −193.9 −226.3
CP −115.3 −254.1 −405.3 −567.6 −741.3 −928.7 −11,345
TUR 472.0 944.0 1416.0 1887.9 2359.9 2831.9 3303.9

3.3. Thermodynamic Analysis

In order to better evaluate the thermodynamic performance of vehicular HT-PEMFC systems, the energy analysis and the exergy analysis of the system are performed according to the first and second laws of thermodynamics, respectively.

3.3.1. Energy Efficiency

The power consumed by the auxiliary equipment is:

Wcomsume=WAC+WHC+WCHE+WAHE+WCP (32)

The net output power of the HT-PEMFC power system can be expressed as:

Wnet=WstackWconsume+WTUR (33)

The energy efficiency of the system is:

ηenergy=Wnet·UcellWstack·Erev (34)

3.3.2. Exergy Efficiency

Exergy is the portion of energy that can be converted into useful work during a fully reversible change in the environment [74,75]. Unlike energy analysis, exergy analysis takes into account the energy limitations, losses and conversion efficiency of the system to evaluate the performance of the system [76,77]. Exergy is mainly divided into mass flow exergy and energy flow exergy.

Mass flow exergy consists mainly of the physical exergy and the chemical exergy. thus mass flow exergy Ex can be expressed as [21]:

Ex=e·m˙=(eph+ech)·m˙ (35)

where e is the specific exergy of fluid. eph and ech are the specific physical exergy and the specific chemical energy, respectively. eph and ech can be expressed as [78]:

eph=(hih0)T0·(sis0) (36)
ech=(xieich+R·T0·xilnxi) (37)

where h and s are the specific enthalpy and entropy of substances, respectively. T0 is the reference temperature. eich is the specific chemical exergy of the substances. The standard chemical exergy of several substances could be found in ref. [60].

Energy flow exergy consists mainly of exergy of work and exergy of heat. exergy of work Ex,W and exergy of heat Ex,Q can be expressed as:

Ex,W=W (38)
Ex,Q=WQ=(1TT0)Q (39)

The exergy balance equation of each component can be expressed as [63]:

Ex,in=Ex,out+Woutput+Ex,heat+Ex,loss (40)

where Ex,in and Ex,out indicate the mass flow energy of the input and output components. Woutput and Ex,heat are the output power of the components and the exergy of heat produced, respectively. Ex,loss is the exergy loss of the component.

The exergy efficiency of a system is defined as the ratio of the net output power of the system to the input energy of the system, and can be expressed as:

ηexergy=WnetEx,in,sys (41)

where Ex,in,sys is the exergy of input hydrogen.

The temperature, pressure and mass flow exergy distribution at current density  J=0.8 A cm2 can be obtained by thermodynamic analysis, as shown in Figure 2. The black font represents the temperature and pressure of the fluid, and the red font represents the mass flow exergy of the fluid. The exergy distribution in the system is intuitively seen in the Figure 4. As shown in Table 3, the exergy loss caused by each component or thermal processes in the system can be obtained according to the exergy balance equation. From Table 3, the energy loss caused by the heat exchanger is the largest among the ancillary equipment, which is mainly because the large amount of heat absorbed by the coolant that is not fully utilized and dissipated into the environment. Therefore, it is significant to find an effective method to recover the waste heat from the stack [56].

Figure 4.

Figure 4

Temperature, pressure and mass flow exergy distribution in the HT-PEMFC system at current density J=0.8 A cm2.

Table 3.

Exergy loss expressions for each component and exergy loss distribution at current density J=0.8 A cm2.

Components (Exergy Loss: W) Exergy Loss Expressions Values (J = 0.8)
HT-PEMFC stack Ex,4+Ex,11+Ex,15Ex,5Ex,12Ex,16Wstack 35,057.3
AH Ex,19(Ex,11Ex,10) 269.6
CH Ex,18(Ex,4Ex,3) 814.7
HC WHC(Ex,13Ex,12) 8.5
AC WAC(Ex,2Ex,1) 1709.2
AHE and CHE (Ex,16Ex,17+WAHE+WCHE)(Ex,10Ex,9)(Ex,3Ex,2) 11,774.3
CP WCP(Ex,15Ex,14) 345.2
TUR (Ex,6Ex,7)WTUR 535.2
Hydrogen-mixing Ex,8+Ex,13Ex,9 9.5
Water knock Ex,5Ex,6 772.1

From Table 2, it can be found that when the current density is 0.8 A cm2, the net output power of the system is 24,877.1 W. At this time, the energy efficiency and exergy efficiency of the system are 35.3% and 33.4%. As a result, the energy conversion efficiency at the HT-PEMFC stack should be improved as much as possible to reduce the exergy loss there. In addition, the turbine can produce 1887.9 W of energy and improve the energy efficiency of the system by 2.67%. Therefore, the use of turbines can effectively reduce the consumption of air compressors and improve system efficiency. It is worth noting that if the system does not use coolant to heat the inlet gas, CHE and AHE will consume 2440.4 W and 526.4 W of heating power at current density J=0.8  A cm2, respectively. Therefore, using coolant to heat the inlet gases can save 2221.2 W of energy and increase the system efficiency by 3.15%.

3.3.3. Ecological Function

Angulo-brown [79] derived the concept of ecological function according to Newton’s heat transfer law when studying heat engines. The ecological function is the difference between the net output power of the system and the exergy loss. It is a new performance indicator that optimizes the tradeoff between the output power and the entropy production, aiming to improve output power and reduce exergy loss at the same time. The ecological function E is expressed as:

E=WnetEx,loss,sys (42)

where Ex,loss,sys is the total exergy loss of the system.

3.3.4. Improvement Potential

The improvement potential is a metric proposed based on exergy efficiency and indicates the room for improvement in system performance [80]. The improvement potential IP is expressed as:

IP=(1ηexergy,sys)·(Ex,in,sysEx,out,sys) (43)

Figure 5 shows the variation trends of the system performance with current density are obtained. From Figure 5a, it can be seen that both energy efficiency and exergy efficiency decrease with the increase of current density. As current density increases, the power consumed by ancillary equipment increases. This is mainly because flow rate accelerates with the increase of current density, resulting in the improve of auxiliary equipment power. From Figure 5b, it can be seen that the ecological function E gradually decreases and the improvement potential IP gradually increases with the increase of current density. It shows that the ecological performance is better in the low current density region, and the exergy loss is relatively small. There is more room for improvement in the high current density region to improve the output performance of the system. Due to the limited space available for vehicle powertrain installation, it is necessary to achieve high power density in high current density operation mode [81,82,83,84].

Figure 5.

Figure 5

Variation trends of system performance with current density: (a) Variation trends of ηenergy, ηexergy, Wstack, Wcomsume and Wnet with current density J; (b) Variation trends of ecological function E and improvement potential IP with current density J.

4. Results and Discussion

Different operating parameters of the system have a significant impact on the system performance [51]. In this paper, the effects of stack inlet temperature, inlet pressure, and inlet stoichiometry on the system output performance are studied for vehicular HT-PEMFC stacks.

4.1. Effect of Stack Inlet Temperature

Figure 6 shows variation trends of system performance with stack inlet temperature T. From Figure 6a, the energy efficiency, energy efficiency and net output power of system have a small increase and then gradually decrease as the stack inlet temperature increases. When the inlet temperature of the stack T = 406.1 K, the net output power of the system achieves the maximum value, the net output power of the system, the energy efficiency and energy efficiency are 24,907.4 W, 35.4% and 33.4% respectively. This is due to when the stack inlet temperature increases, the increase in auxiliary equipment power consumption is greater than the increase in stack power generation. From Figure 6b, the ecological performance of system is poor when the stack inlet temperature is too high, and the potential for improvement is large. Therefore, if the stack inlet temperature is too high, the system output performance will become worse.

Figure 6.

Figure 6

Variation trends of system performance with stack inlet temperature T: (a) Variation trends of ηenergy, ηexergy, Wstack, Wcomsume and Wnet with stack inlet temperature T; (b) Variation of ecological function E and improvement potential IP with stack inlet temperature T.

4.2. Effect of Cathode and Anode Inlet Pressures

Figure 7a,b show the variation of system performance with cathode inlet pressure. From Figure 7a, when the cathode inlet pressure increases from 1 atm to 3 atm, the output power of the HT-PEMFC stack continuously increases, but ηenergy, ηexergy and Wnet all decrease. The energy efficiency and exergy efficiency of the system decreased from 37.6% and 35.4%, respectively. The net output power of the system decreases from 26,373.3 W to 23,195.9 W. This is mainly due to the large increase in power consumption of the air compressor when the cathode inlet pressure increases. From Figure 7b, it is found that the ecological function of the system attains the maximum value when the cathode inlet pressure is 1.2 atm. The improvement potential increases with increasing cathode inlet pressure. This means that the system has less room for improvement at lower cathode inlet pressures. Therefore, the system output performance is better when the cathode inlet pressure is lower.

Figure 7.

Figure 7

Variation trends of system performance with cathode and anode inlet pressures: (a) Variation trends of ηenergy, ηexergy, Wstack and Wnet with cathode inlet pressures p4; (b) Variation trends of ecological function E and improvement potential IP with cathode inlet pressures p4. (c) Variation trends of ηenergy, ηexergy, Wstack and Wnet with anode inlet pressures p11; (d) Variation trends of ecological function E and improvement potential IP with anode inlet pressures p11.

Figure 7c,d show the variation of system performance with anode inlet pressure. From Figure 7c, ηenergy, ηexergy, Wstack and Wnet increase constantly as the anode inlet pressure increases. When the anode pressure increased from 1 atm to 3 atm, the energy efficiency and exergy efficiency of the system increased by 4.0% and 5.7%, respectively. The net output power of the system increased from 23,988.5 W to 25,349.5 W. From Figure 7d, it can be obtained that as the anode inlet pressure increases, the ecological function E increases and the improvement potential IP decreases. Overall, increasing the anode inlet pressure can effectively improve the efficiency and output power of the system.

4.3. Effect of Cathode and Anode Stoichiometry

Figure 8 shows the variation trends of system performance with cathode and anode stoichiometry. From Figure 8a, it can be obtained that the increase in the cathode stoichiometry has little effect on the output power of the stack. When the cathode stoichiometry increases from 1 to 3, the energy efficiency and exergy efficiency of system decreased from 37.4% and 35.4% to 33.1% and 31.4%, respectively. The net output power of the system decreases from 26,382.1 W to 23,372.1 W. It can be obtained from Figure 8c that the increase in anode stoichiometry has no effect on the output power of the stack. As the anode stoichiometry increases, the energy efficiency decreases from 35.3% to 34.4%, the exergy efficiency reduces from 33.4% to 32.6%, and the net system output power decreases from 24,893.2 W to 24,258.3W. According to Figure 8b,d, it can be observed that when the stoichiometry increases, the ecological function E decreases and the improvement potential IP increases. The stoichiometry directly affects the mass flow rate of the gas. When the gas flow rate boosts, the output power of the HT-PEMFC stack has no change, but increases the power consumption of the ancillary equipment. As a result, it can be concluded that increasing the stoichiometry does not improve the output performance of the system. The cathode stoichiometry and anode stoichiometry should be as low as possible while ensuring adequate reaction of the gas in the stack.

Figure 8.

Figure 8

Variation trends of system performance with cathode and anode stoichiometry: (a) Variation trends of ηenergy, ηexergy, Wstack and Wnet with cathode stoichiometry Sca (b) Variation trends of ecological function E and improvement potential IP with cathode stoichiometry Sca. (c) Variation trends of ηenergy, ηexergy, Wstack and Wnet with anode stoichiometry San; (d) Variation trends of ecological function E and improvement potential IP with anode stoichiometry San.

5. Conclusions

In this paper, a thermodynamic model of a vehicular HT-PEMFC system using PA doped PBI membrane based on Matlab is developed, which includes the HT-PEMFC stack and the ancillary equipments to maintain the operating conditions of the stack. The system model can predict the temperature and pressure distribution of the fluid in each state, as well as the energy loss and exergy loss of each component in the system. Through thermodynamic analysis of the system the main conclusions can be drawn:

The efficiency of hydrogen use can be effectively improved by using a hydrogen compressor. At the current density J=0.8 A cm2, heating the inlet gases by coolant can improve the system energy efficiency by 3.15%. Meanwhile, the energy recovery of cathode exhaust gas using a turbine can make the system energy efficiency improved by 2.67%. The exergy loss of the HT-PEMFC stack and heat exchanger is relatively large. To improve the system output performance, on the one hand, the waste heat loss at the heat exchanger should be reduced, and waste heat utilization can be improved by means of cogeneration, etc. On the other hand, the energy conversion efficiency at the HT-PEMFC stack should be improved to reduce the exergy loss. The ecological performance of the system is better at lower current densities region. However, vehicular HT-PEMFC systems require higher power density stacks so as to facilitate installation and save space. Therefore, the operating current density of the HT-PEMFC stack should be carefully designed according to the specific requirements of the vehicle power system in practical applications. When the inlet gas temperature is 406.1 K, the energy efficiency, exergy efficiency and net output power of the system reach the maximum. And if the inlet gas temperature is too high, the power consumption of auxiliary equipment will increase. The ecological performance of the system is better in the relatively low range of the cathode inlet pressure. And the system output performance improves with the increase of anode inlet pressure. In addition, the cathode and anode stoichiometry should be reduced as much as possible to improve the system output performance on the basis of ensuring sufficient gas reaction in the stack.

Author Contributions

All of the authors contributed to publishing this article. The collection of materials and summarization of this article was done by Y.L., M.Z. and D.L. The simulation and analysis were done by Y.L. and D.L. The conceptual ideas, methodology and guidance for the research were provided by Z.M. and Z.L. All authors have read and agreed to the published version of the manuscript.

Funding

We gratefully acknowledge the financial support of Scientific Research Foundation of Nanjing Forestry University (No. GXL2018004).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

Footnotes

Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

References

  • 1.Stephens I.E.L., Rossmeisl J., Chorkendorff I. Toward sustainable fuel cells. Science. 2016;354:1378–1379. doi: 10.1126/science.aal3303. [DOI] [PubMed] [Google Scholar]
  • 2.Ma W., Xue X., Liu G. Techno-economic evaluation for hybrid renewable energy system: Application and merits. Energy. 2018;159:385–409. doi: 10.1016/j.energy.2018.06.101. [DOI] [Google Scholar]
  • 3.Liu S.Q., Jia L. Review on sustainable development of forest-based biodiesel. J. Nanjing For. Univ. Nat. Sci. Ed. 2020;44:216–224. [Google Scholar]
  • 4.Chen J., Jiang J.C., Xu J.M., Nie X.A. Catalytic cracking of soybean oil via a distillation process for renewable liquid fuel. J. Nanjing For. Univ. Nat. Sci. Ed. 2011;35:87–90. [Google Scholar]
  • 5.Yang H.Q., Yu Z.H. Research trends and future key issues of global harvested wood products carbon science. J. Nanjing For. Univ. Nat. Sci. Ed. 2021;45:219–228. [Google Scholar]
  • 6.Zhang Z.G. Researches on green features and category architecture of green strategies of renewable-resource-based enterprises: A case study of forestry enterprise. J. Nanjing For. Univ. Nat. Sci. Ed. 2020;44:1–8. [Google Scholar]
  • 7.Zuo S.L., Wang Y.F., Zhang Q.H. Activated carbons for the electrochemical storage of energy and electrochemical catalytic conversion of fuels: A review. J. For. Eng. 2018;3:1–11. [Google Scholar]
  • 8.Debe M.K. Electrocatalyst approaches and challenges for automotive fuel cells. Nature. 2012;486:43–51. doi: 10.1038/nature11115. [DOI] [PubMed] [Google Scholar]
  • 9.Wang Y., Diaz D.F.R., Chen K.S., Wang Z., Adroher X.C. Materials, technological status, and fundamentals of PEM fuel cells—A review. Mater. Today. 2020;32:178–203. doi: 10.1016/j.mattod.2019.06.005. [DOI] [Google Scholar]
  • 10.Jahnke T., Futter G., Latz A., Malkow T., Papakonstantinou G., Tsotridis G., Schott P., Gerard M., Quinaud M., Quiroga M., et al. Performance and degradation of Proton Exchange Membrane Fuel Cells: State of the art in modeling from atomistic to system scale. J. Power Sources. 2016;304:207–233. doi: 10.1016/j.jpowsour.2015.11.041. [DOI] [Google Scholar]
  • 11.Lawrence C.P., ElShatshat R., Salama M.M.A., Fraser R.A. An efficient auxiliary system controller for Fuel Cell Electric Vehicle (FCEV) Energy. 2016;116:417–428. doi: 10.1016/j.energy.2016.09.131. [DOI] [Google Scholar]
  • 12.Jiao K., Xuan J., Du Q., Bao Z., Xie B., Wang B., Zhao Y., Fan L., Wang H., Hou Z., et al. Designing the next generation of proton-exchange membrane fuel cells. Nature. 2021;595:361–369. doi: 10.1038/s41586-021-03482-7. [DOI] [PubMed] [Google Scholar]
  • 13.Bose S., Kuila T., Thi Xuan Lien N., Kim N.H., Lau K.-t., Lee J.H. Polymer membranes for high temperature proton exchange membrane fuel cell: Recent advances and challenges. Prog. Polym. Sci. 2011;36:813–843. doi: 10.1016/j.progpolymsci.2011.01.003. [DOI] [Google Scholar]
  • 14.Wu Z., Zhu P., Yao J., Tan P., Xu H., Chen B., Yang F., Zhang Z., Ni M. Thermo-economic modeling and analysis of an NG-fueled SOFC-WGS-TSA-PEMFC hybrid energy conversion system for stationary electricity power generation. Energy. 2020;192:116613. doi: 10.1016/j.energy.2019.116613. [DOI] [Google Scholar]
  • 15.Haider R., Wen Y., Ma Z.-F., Wilkinson D.P., Zhang L., Yuan X., Song S., Zhang J. High temperature proton exchange membrane fuel cells: Progress in advanced materials and key technologies. Chem. Soc. Rev. 2021;50:1138–1187. doi: 10.1039/D0CS00296H. [DOI] [PubMed] [Google Scholar]
  • 16.Li C., Liu Y., Xu B., Ma Z. Finite Time Thermodynamic Optimization of an Irreversible Proton Exchange Membrane Fuel Cell for Vehicle Use. Processes. 2019;7:419. doi: 10.3390/pr7070419. [DOI] [Google Scholar]
  • 17.Bazylak A. Liquid water visualization in PEM fuel cells: A review. Int. J. Hydrogen Energy. 2009;34:3845–3857. doi: 10.1016/j.ijhydene.2009.02.084. [DOI] [Google Scholar]
  • 18.Li C.J., Liu Y., Ma Z.S. Thermodynamic Analysis of the Performance of an Irreversible PEMFC. Defect Diffus. Forum. 2018;4679:350–360. doi: 10.4028/www.scientific.net/DDF.388.350. [DOI] [Google Scholar]
  • 19.Devrim Y., Arica E.D. Multi-walled carbon nanotubes decorated by platinum catalyst for high temperature PEM fuel cell. Int. J. Hydrogen Energy. 2019;44:18951–18966. doi: 10.1016/j.ijhydene.2019.01.051. [DOI] [Google Scholar]
  • 20.Alpaydin G.U., Devrim Y., Colpan C.O. Performance of an HT-PEMFC having a catalyst with graphene and multiwalled carbon nanotube support. Int. J. Energy Res. 2019;43:3578–3589. doi: 10.1002/er.4504. [DOI] [Google Scholar]
  • 21.Nalbant Y., Colpan C.O., Devrim Y. Energy and exergy performance assessments of a high temperature-proton exchange membrane fuel cell based integrated cogeneration system. Int. J. Hydrogen Energy. 2020;45:3584–3594. doi: 10.1016/j.ijhydene.2019.01.252. [DOI] [Google Scholar]
  • 22.Reddy E.H., Jayanti S. Thermal management strategies for a 1 kWe stack of a high temperature proton exchange membrane fuel cell. Appl. Therm. Eng. 2012;48:465–475. doi: 10.1016/j.applthermaleng.2012.04.041. [DOI] [Google Scholar]
  • 23.Altaf F., Batool R., Gill R., Rehman Z.U., Majeed H., Ahmad A., Shafiq M., Dastan D., Abbas G., Jacob K. Synthesis and electrochemical investigations of ABPBI grafted montmorillonite based polymer electrolyte membranes for PEMFC applications. Renew. Energy. 2021;164:709–728. doi: 10.1016/j.renene.2020.09.104. [DOI] [Google Scholar]
  • 24.Lobato J., Canizares P., Rodrigo M.A., Ubeda D., Javier Pinar F. A novel titanium PBI-based composite membrane for high temperature PEMFCs. J. Membr. Sci. 2011;369:105–111. doi: 10.1016/j.memsci.2010.11.051. [DOI] [PubMed] [Google Scholar]
  • 25.Lobato J., Canizares P., Rodrigo M.A., Ubeda D., Javier Pinar F. Enhancement of the fuel cell performance of a high temperature proton exchange membrane fuel cell running with titanium composite polybenzimidazole-based membranes. J. Power Sources. 2011;196:8265–8271. doi: 10.1016/j.jpowsour.2011.06.011. [DOI] [Google Scholar]
  • 26.Zhang J., Tang Y., Song C., Zhang J. Polybenzimidazole-membrane-based PEM fuel cell in the temperature range of 120-200 degrees C. J. Power Sources. 2007;172:163–171. doi: 10.1016/j.jpowsour.2007.07.047. [DOI] [Google Scholar]
  • 27.Yang N., Zhang Y.N., Jiang J.X., Liu L.J., Duan J.F. Preparation and characterization of PAM /PEGDA phase change energy storage conductive wood films. J. For. Eng. 2021;6:89–95. [Google Scholar]
  • 28.Wang X.W., Tang S.W., Wu Z.G., Fang X.W., Qin X.Q., Wei L.S. Research status of biomass-based composite films with high barrier properties. J. For. Eng. 2021;6:13–22. [Google Scholar]
  • 29.Oono Y., Sounai A., Hori M. Influence of the phosphoric acid-doping level in a polybenzimidazole membrane on the cell performance of high-temperature proton exchange membrane fuel cells. J. Power Sources. 2009;189:943–949. doi: 10.1016/j.jpowsour.2008.12.115. [DOI] [Google Scholar]
  • 30.Qi Z., Buelte S. Effect of open circuit voltage on performance and degradation of high temperature PBI-H3PO4 fuel cells. J. Power Sources. 2006;161:1126–1132. doi: 10.1016/j.jpowsour.2006.06.020. [DOI] [Google Scholar]
  • 31.Bricard M., Lin M., Sanming H., Wajid U.M., Kun C., Lina F., Weiwei Z., Zhijun S., Guang Y. Bacterial cellulose/glycolic acid/glycerol composite membrane as a system to deliver glycolic acid for anti-aging treatment. J. Bioresour. Bioprod. 2021;6:129–141. [Google Scholar]
  • 32.Krishnana N.N., Lee S., Ghorpade R.V., Konovalova A., Jang J.H., Kim H.-J., Han J., Henkensmeier D., Han H. Polybenzimidazole (PBI-OO) based composite membranes using sulfophenylated TiO2 as both filler and crosslinker, and their use in the HT-PEM fuel cell. J. Membr. Sci. 2018;560:11–20. doi: 10.1016/j.memsci.2018.05.006. [DOI] [Google Scholar]
  • 33.Galbiati S., Baricci A., Casalegno A., Carcassola G., Marchesi R. On the activation of polybenzimidazole-based membrane electrode assemblies doped with phosphoric acid. Int. J. Hydrogen Energy. 2012;37:14475–14481. doi: 10.1016/j.ijhydene.2012.07.032. [DOI] [Google Scholar]
  • 34.Li X., Wang P., Liu Z., Peng J., Shi C., Hu W., Jiang Z., Liu B. Arylether-type polybenzimidazoles bearing benzimidazolyl pendants for high-temperature proton exchange membrane fuel cells. J. Power Sources. 2018;393:99–107. doi: 10.1016/j.jpowsour.2018.05.011. [DOI] [Google Scholar]
  • 35.He Q.L., Fu Y.T., Cong H.L., Lin Z.X. Preparation of polyester polyols from acidic oil. J. Nanjing For. Univ. Nat. Sci. Ed. 2008;5:95–98. [Google Scholar]
  • 36.Xia Z.H., Zhao L.Y., Wu W.B., Jing Y., Dai H.Q., Fang G.G. Performance of photocatalytic biomass fuel cells based on heteropolyacids. J. For. Eng. 2017;2:86–91. [Google Scholar]
  • 37.Liu H.R., LIu G.B., Li L.J., Liu Y.Q., Peng S.Q., Hu D.N., Dong Z.H. Optimization of the manufacturing process of Pinus rigida briquette by response surface methodology. J. For. Eng. 2016;1:93–99. [Google Scholar]
  • 38.Mingxue S., Wenzhi L., Qiaozhi M., Bowen Z. Production of jet fuel intermediates from biomass platform compounds via aldol condensation reaction over iron-modified MCM-41 lewis acid zeolite. J. Bioresour. Bioprod. 2020;5:256–265. [Google Scholar]
  • 39.Adeogun A.I., Agboola B.E., Idowu M.A., Shittu T.A. ZnCl2 Enhanced Acid Hydrolysis of Pretreated Corncob for Glucose Production: Kinetics, Thermodynamics and Optimization Analysis. J. Bioresour. Bioprod. 2019;4:149–158. [Google Scholar]
  • 40.Yang Z., Du Q., Jia Z., Yang C., Xuan J., Jiao K. A comprehensive proton exchange membrane fuel cell system model integrating various auxiliary subsystems. Appl. Energy. 2019;256:113959. doi: 10.1016/j.apenergy.2019.113959. [DOI] [Google Scholar]
  • 41.Liu Y., Lehnert W., Janssen H., Samsun R.C., Stolten D. A review of high-temperature polymer electrolyte membrane fuel-cell (HT-PEMFC)-based auxiliary power units for diesel-powered road vehicles. J. Power Sources. 2016;311:91–102. doi: 10.1016/j.jpowsour.2016.02.033. [DOI] [Google Scholar]
  • 42.Guo Y., Guo X., Zhang H., Hou S. Energetic, exergetic and ecological analyses of a high-temperature proton exchange membrane fuel cell based on a phosphoric-acid-doped polybenzimidazole membrane. Sustain. Energy Technol. Assess. 2020;38:100671. doi: 10.1016/j.seta.2020.100671. [DOI] [Google Scholar]
  • 43.Qin Y., Du Q., Fan M., Chang Y., Yin Y. Study on the operating pressure effect on the performance of a proton exchange membrane fuel cell power system. Energy Convers. Manag. 2017;142:357–365. doi: 10.1016/j.enconman.2017.03.035. [DOI] [Google Scholar]
  • 44.Zhang Q., Tong Z., Tong S., Cheng Z. Modeling and dynamic performance research on proton exchange membrane fuel cell system with hydrogen cycle and dead-ended anode. Energy. 2021;218:119476. doi: 10.1016/j.energy.2020.119476. [DOI] [Google Scholar]
  • 45.Reddy E.H., Monder D.S., Jayanti S. Parametric study of an external coolant system for a high temperature polymer electrolyte membrane fuel cell. Appl. Therm. Eng. 2013;58:155–164. doi: 10.1016/j.applthermaleng.2013.04.013. [DOI] [Google Scholar]
  • 46.Lotric A., Sekavcenik M., Pahar A., Likozar B., Hocevar S. Conceptual design of an integrated thermally self-sustained methanol steam reformer—High-temperature PEM fuel cell stack manportable power generator. Int. J. Hydrogen Energy. 2017;42:16700–16713. doi: 10.1016/j.ijhydene.2017.05.057. [DOI] [Google Scholar]
  • 47.Han J., Im S., Yu S. Air flow trajectory and surge avoidance of centrifugal compressor under variable pressure operation of automotive fuel cells. Int. J. Automot. Technol. 2016;17:731–738. doi: 10.1007/s12239-016-0072-3. [DOI] [Google Scholar]
  • 48.Kim M., Sohn Y.-J., Cho C.-W., Lee W.-Y., Kim C.-S. Customized design for the ejector to recirculate a humidified hydrogen fuel in a submarine PEMFC. J. Power Sources. 2008;176:529–533. doi: 10.1016/j.jpowsour.2007.08.069. [DOI] [Google Scholar]
  • 49.Guo X., Zhang H., Zhao J., Wang F., Wang J., Miao H., Yuan J. Performance evaluation of an integrated high-temperature proton exchange membrane fuel cell and absorption cycle system for power and heating/cooling cogeneration. Energy Convers. Manag. 2019;181:292–301. doi: 10.1016/j.enconman.2018.12.024. [DOI] [Google Scholar]
  • 50.Guo X., Zhang H., Yuan J., Wang J., Zhao J., Wang F., Miao H., Hou S. Energetic and exergetic analyses of a combined system consisting of a high-temperature polymer electrolyte membrane fuel cell and a thermoelectric generator with Thomson effect. Int. J. Hydrogen Energy. 2019;44:16918–16932. doi: 10.1016/j.ijhydene.2019.04.215. [DOI] [Google Scholar]
  • 51.Chen X., Li W., Gong G., Wan Z., Tu Z. Parametric analysis and optimization of PEMFC system for maximum power and efficiency using MOEA/D. Appl. Therm. Eng. 2017;121:400–409. doi: 10.1016/j.applthermaleng.2017.03.144. [DOI] [Google Scholar]
  • 52.Chitsaz A., Haghghi M.A., Hosseinpour J. Thermodynamic and exergoeconomic analyses of a proton exchange membrane fuel cell (PEMFC) system and the feasibility evaluation of integrating with a proton exchange membrane electrolyzer (PEME) Energy Convers. Manag. 2019;186:487–499. doi: 10.1016/j.enconman.2019.03.004. [DOI] [Google Scholar]
  • 53.Hwang J.J., Zou M.L. Development of a proton exchange membrane fuel cell cogeneration system. J. Power Sources. 2010;195:2579–2585. doi: 10.1016/j.jpowsour.2009.10.087. [DOI] [Google Scholar]
  • 54.Mert S.O., Dincer I., Ozcelik Z. Exergoeconomic analysis of a vehicular PEM fuel cell system. J. Power Sources. 2007;165:244–252. doi: 10.1016/j.jpowsour.2006.12.002. [DOI] [Google Scholar]
  • 55.Blum L., Deja R., Peters R., Stolten D. Comparison of efficiencies of low, mean and high temperature fuel cell Systems. Int. J. Hydrogen Energy. 2011;36:11056–11067. doi: 10.1016/j.ijhydene.2011.05.122. [DOI] [Google Scholar]
  • 56.Marandi S., Sarabchi N., Yari M. Exergy and exergoeconomic comparison between multiple novel combined systems based on proton exchange membrane fuel cells integrated with organic Rankine cycles, and hydrogen boil-off gas subsystem. Energy Convers. Manag. 2021;244:114532. doi: 10.1016/j.enconman.2021.114532. [DOI] [Google Scholar]
  • 57.Wang G., Yu Y., Liu H., Gong C., Wen S., Wang X., Tu Z. Progress on design and development of polymer electrolyte membrane fuel cell systems for vehicle applications: A review. Fuel Processing Technol. 2018;179:203–228. doi: 10.1016/j.fuproc.2018.06.013. [DOI] [Google Scholar]
  • 58.Zhang C., Yu T., Yi J., Liu Z., Raj K.A.R., Xia L., Tu Z., Chan S.H. Investigation of heating and cooling in a stand-alone high temperature PEM fuel cell system. Energy Convers. Manag. 2016;129:36–42. doi: 10.1016/j.enconman.2016.10.008. [DOI] [Google Scholar]
  • 59.Kang H.S., Kim M.-H., Shin Y.H. Thermodynamic Modeling and Performance Analysis of a Combined Power Generation System Based on HT-PEMFC and ORC. Energies. 2020;13:6163. doi: 10.3390/en13236163. [DOI] [Google Scholar]
  • 60.Liu G., Qin Y., Wang J., Liu C., Yin Y., Zhao J., Yin Y., Zhang J., Otoo O.N. Thermodynamic modeling and analysis of a novel PEMFC-ORC combined power system. Energy Convers. Manag. 2020;217:112998. doi: 10.1016/j.enconman.2020.112998. [DOI] [Google Scholar]
  • 61.Tsatsaronis G., Morosuk T. Advanced exergetic analysis of a novel system for generating electricity and vaporizing liquefied natural gas. Energy. 2010;35:820–829. doi: 10.1016/j.energy.2009.08.019. [DOI] [Google Scholar]
  • 62.Li L., Liu Z., Deng C., Ren J., Ji F., Sun Y., Xiao Z., Yang S. Conventional and advanced exergy analyses of a vehicular proton exchange membrane fuel cell power system. Energy. 2021;222:119939. doi: 10.1016/j.energy.2021.119939. [DOI] [Google Scholar]
  • 63.Liu G.K., Qin Y.Z., Yin Y.F., Bian X.Z., Kuang C.C. Thermodynamic modeling and exergy analysis of proton exchange membrane fuel cell power system. Int. J. Hydrogen Energy. 2020;45:29799–29811. doi: 10.1016/j.ijhydene.2019.08.203. [DOI] [Google Scholar]
  • 64.Li D., Li S., Ma Z., Xu B., Lu Z., Li Y., Zheng M. Ecological Performance Optimization of a High Temperature Proton Exchange Membrane Fuel Cell. Mathematics. 2021;9:1332. doi: 10.3390/math9121332. [DOI] [Google Scholar]
  • 65.Xu B., Li D., Ma Z., Zheng M., Li Y. Thermodynamic Optimization of a High Temperature Proton Exchange Membrane Fuel Cell for Fuel Cell Vehicle Applications. Mathematics. 2021;9:1792. doi: 10.3390/math9151792. [DOI] [Google Scholar]
  • 66.Li Y., Ma Z., Zheng M., Li D., Lu Z., Xu B. Performance Analysis and Optimization of a High-Temperature PEMFC Vehicle Based on Particle Swarm Optimization Algorithm. Membranes. 2021;11:691. doi: 10.3390/membranes11090691. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Rosli R.E., Sulong A.B., Daud W.R.W., Zullzifley M.A., Husaini T., Rosli M.I., Majlan E.H., Haque M.A. A review of high-temperature proton exchange membrane fuel cell (HT-PEMFC) system. Int. J. Hydrogen Energy. 2017;42:9293–9314. doi: 10.1016/j.ijhydene.2016.06.211. [DOI] [Google Scholar]
  • 68.Zhang H., Lin G., Chen J. Multi-objective optimisation analysis and load matching of a phosphoric acid fuel cell system. Int. J. Hydrogen Energy. 2012;37:3438–3446. doi: 10.1016/j.ijhydene.2011.11.030. [DOI] [Google Scholar]
  • 69.Kim M., Kang T., Kim J., Sohn Y.-J. One-dimensional modeling and analysis for performance degradation of high temperature proton exchange membrane fuel cell using PA doped PBI membrane. Solid State Ion. 2014;262:319–323. doi: 10.1016/j.ssi.2013.08.036. [DOI] [Google Scholar]
  • 70.Sousa T., Mamlouk M., Scott K. An isothermal model of a laboratory intermediate temperature fuel cell using PBI doped phosphoric acid membranes. Chem. Eng. Sci. 2010;65:2513–2530. doi: 10.1016/j.ces.2009.12.038. [DOI] [Google Scholar]
  • 71.Chen H., Wang S., Liu F., Wang D., Li J., Mao T., Liu G., Wang X., Xu J., Wang Z. Base-acid doped polybenzimidazole with high phosphoric acid retention for HT-PEMFC applications. J. Membr. Sci. 2020;596:117722. doi: 10.1016/j.memsci.2019.117722. [DOI] [Google Scholar]
  • 72.Ubeda D., Canizares P., Rodrigo M.A., Pinar F.J., Lobato J. Durability study of HTPEMFC through current distribution measurements and the application of a model. Int. J. Hydrogen Energy. 2014;39:21678–21687. doi: 10.1016/j.ijhydene.2014.06.045. [DOI] [Google Scholar]
  • 73.Sarabchi N., Mahmoudi S.M.S., Yari M., Farzi A. Exergoeconomic analysis and optimization of a novel hybrid cogeneration system: High-temperature proton exchange membrane fuel cell/Kalina cycle, driven by solar energy. Energy Convers. Manag. 2019;190:14–33. doi: 10.1016/j.enconman.2019.03.037. [DOI] [Google Scholar]
  • 74.Yang S., Xiao Z., Deng C., Liu Z., Zhou H., Ren J., Zhou T. Techno-economic analysis of coal-to-liquid processes with different gasifier alternatives. J. Clean. Prod. 2020;253:120006. doi: 10.1016/j.jclepro.2020.120006. [DOI] [Google Scholar]
  • 75.Liu Z., Xie N., Yang S. Thermodynamic and parametric analysis of a coupled LiBr/H2O absorption chiller/Kalina cycle for cascade utilization of low-grade waste heat. Energy Convers. Manag. 2020;205:112370. doi: 10.1016/j.enconman.2019.112370. [DOI] [Google Scholar]
  • 76.Zhou W.L., Zheng Y.P., Pan Z.J., Lu Q. Review on the Battery Model and SOC Estimation Method. Processes. 2021;9:1685. doi: 10.3390/pr9091685. [DOI] [Google Scholar]
  • 77.Chang C.C., Zheng Y.P., Sun W.M., Ma Z.S. LPV Estimation of SOC Based on Electricity Conversion and Hysteresis Characteristic. J. Energy Eng. 2019;145:04019026. doi: 10.1061/(ASCE)EY.1943-7897.0000617. [DOI] [Google Scholar]
  • 78.Ye L., Jiao K., Du Q., Yin Y. Exergy Analysis of High-Temperature Proton Exchange Membrane Fuel Cell Systems. Int. J. Green Energy. 2015;12:917–929. doi: 10.1080/15435075.2014.892004. [DOI] [Google Scholar]
  • 79.Angulo-Brown F. An ecological optimization criterion for finite-time heat engines. J. Appl. Phys. 1991;69:7465–7469. doi: 10.1063/1.347562. [DOI] [Google Scholar]
  • 80.Gong W.L., Ma J.H., Zhao J., Bai Z.Q. Thermodynamics analysis of a PEM fuel cell stack. Renew. Energy Resour. 2011;29:124–128. [Google Scholar]
  • 81.Tian J., Zeng Q.K., Wang P., Wang X.Q. Active steering control based on preview theory for articulated heavy vehicles. PLoS ONE. 2021;16:e0252098. doi: 10.1371/journal.pone.0252098. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Xu X.M., Lin P. Parameter identification of sound absorption model of porous materials based on modified particle swarm optimization algorithm. PLoS ONE. 2021;16:e0250950. doi: 10.1371/journal.pone.0250950. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Xu X.M., Zhang L., Jiang Y.P., Chen N. Active Control on Path Following and Lateral Stability for Truck-Trailer Combinations. Arabian J. Sci. Eng. 2019;44:1365–1377. doi: 10.1007/s13369-018-3527-1. [DOI] [Google Scholar]
  • 84.Xu X.M., Chen D., Zhang L., Chen N. Hopf Bifurcation Characteristics of the Vehicle with Rear Axle Compliance Steering. Shock Vib. 2019;2019:3402084. doi: 10.1155/2019/3402084. [DOI] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

Not applicable.


Articles from Membranes are provided here courtesy of Multidisciplinary Digital Publishing Institute (MDPI)

RESOURCES