ANODE CATALYST MATERIALS FOR ELECTROCHEMICAL CELLS

Information

  • Patent Application
  • 20220407086
  • Publication Number
    20220407086
  • Date Filed
    June 16, 2021
    3 years ago
  • Date Published
    December 22, 2022
    a year ago
Abstract
An anode catalyst layer of an electrochemical cell includes an anode catalyst material. The anode catalyst material is a Pt-based alloy. The Pt-based alloy is a binary Pt-M alloy, where M is Ge, Se, Ag, Sb, Os, or Tl. The Pt-based alloy is a ternary Pt-MI-MII alloy, where MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
Description
TECHNICAL FIELD

The present disclosure relates to anode catalyst materials for electrochemical cells, for example, anode catalyst materials for fuel cells or electrolyzers.


BACKGROUND

An electrochemical cell is a device capable of either generating electrical energy from chemical reactions (e.g. fuel cells) or using electrical energy to conduct chemical reactions (e.g. electrolyzers). Fuel cells have shown promise as an alternative power source for vehicles and other transportation applications. Fuel cells operate with a renewable energy carrier, such as hydrogen. Fuel cells also operate without toxic emissions or greenhouse gases. One of the current limitations of widespread adoption and use of this clean and sustainable technology is the relatively expensive cost of the fuel cell. A catalyst material (e.g. platinum catalyst) is included in both the anode and cathode catalyst layers of a fuel cell. The catalyst material is one of the most expensive components in the fuel cell.


Electrolyzers undergo an electrolysis process to split water into hydrogen and oxygen, providing a promising method for hydrogen generation from renewable resources. An electrolyzer, like a fuel cell, includes an anode and cathode catalyst layers separated by an electrolyte membrane. The electrolyte membrane may be a polymer, an alkaline solution, or a solid ceramic material. A catalyst material is included in the anode and cathode catalyst layers of the electrolyzer.


SUMMARY

According to one embodiment, an anode catalyst layer of an electrochemical cell is disclosed. The anode catalyst layer of the electrochemical cell may include an anode catalyst material. The anode catalyst material may be a Pt-based alloy. The Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Ag, Sb, Os, or Tl.


According to another embodiment, an anode catalyst layer of an electrochemical cell is disclosed. The anode catalyst layer of the electrochemical cell may include an anode catalyst material. The anode catalyst material may be a Pt-based alloy. The Pt-based alloy may be a ternary Pt-MI-MII alloy, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd.


According to yet another embodiment, an electrochemical cell is disclosed. The electrochemical cell may include an anode catalyst layer having an anode catalyst material. The anode catalyst material may be a Pt-based alloy. The Pt-based alloy may be a binary Pt-M alloy, where M is Ge, Se, Ag, Sb, Os or Tl. The Pt-based alloy may be a ternary Pt-MI-MII alloy, where MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd. The electrochemical cell may further include a cathode catalyst layer. The electrochemical cell may also include an electrolyte membrane situated between the anode and cathode catalyst layers.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 depicts a schematic side view of a PEM fuel cell.



FIG. 2 depicts a schematic diagram of a computing platform that may be utilized to implement a data-driven materials screening method.



FIG. 3 depicts a schematic phase diagram showing a reaction enthalpy (eV/atom) of a reaction between Pt0.67Ru0.33 and OOH as a function of a molar fraction of OOH in a reaction environment.



FIG. 4 depicts a schematic diagram depicting a summary representation of several Pt0.67M0.33 alloys.



FIG. 5 depicts a schematic perspective view of a fuel cell stack according to one or more embodiments of the present disclosure.





DETAILED DESCRIPTION

Embodiments of the present disclosure are described herein. It is to be understood, however, that the disclosed embodiments are merely examples and other embodiments can take various and alternative forms. The figures are not necessarily to scale; some features could be exaggerated or minimized to show details of components. Therefore, specific structural and functional details disclosed herein are not to be interpreted as limiting, but merely as a representative basis for teaching one skilled in the art to variously employ the embodiments. As those of ordinary skill in the art will understand, various features illustrated and described with reference to any one of the figures can be combined with features illustrated in one or more other figures to produce embodiments that are not explicitly illustrated or described. The combinations of features illustrated provide representative embodiments for typical applications. Various combinations and modifications of the features consistent with the teachings of this disclosure, however, could be desired for applications or implementations.


This present disclosure is not limited to the specific embodiments and methods described below, as specific components and/or conditions may, of course, vary. Furthermore, the terminology used herein is used only for the purpose of describing embodiments of the present disclosure and is not intended to be limiting in any way.


As used in the specification and the appended claims, the singular form “a,” “an,” and “the” comprise plural referents unless the context clearly indicates otherwise. For example, reference to a component in the singular is intended to comprise a plurality of components.


The description of a group or class of materials as suitable for a given purpose in connection with one or more embodiments implies that mixtures of any two or more of the members of the group or class are suitable. Description of constituents in chemical terms refers to the constituents at the time of addition to any combination specified in the description and does not necessarily preclude chemical interactions among constituents of the mixture once mixed.


Except where expressly indicated, all numerical quantities in this description indicating dimensions or material properties are to be understood as modified by the word “about” in describing the broadest scope of the present disclosure.


The first definition of an acronym or other abbreviation applies to all subsequent uses herein of the same abbreviation and applies mutatis mutandis to normal grammatical variations of the initially defined abbreviation. Unless expressly stated to the contrary, measurement of a property is determined by the same technique as previously or later referenced for the same property.


The term “substantially” may be used herein to describe disclosed or claimed embodiments. The term “substantially” may modify any value or relative characteristic disclosed or claimed in the present disclosure. “Substantially” may signify that the value or relative characteristic it modifies is within ±0%, 0.1%, 0.5%, 1%, 2%, 3%, 4%, 5% or 10% of the value or relative characteristic.


Reference is being made in detail to compositions, embodiments, and methods of embodiments known to the inventors. However, disclosed embodiments are merely exemplary of the present disclosure which may be embodied in various and alternative forms. Therefore, specific details disclosed herein are not to be interpreted as limiting, rather merely as representative bases for teaching one skilled in the art to variously employ the present disclosure.


Electrochemical cells show great potential as an alternative solution for energy production and consumption. For instance, fuel cells are being developed as electrical power sources for automobile applications, and electrolyzers are being used for hydrogen production from renewal resources (e.g. water). However, widespread adoption of the electrochemical cells requires further research into lifetime and cost reduction for components used in the electrochemical cells. These components include an electrolyte membrane and catalyst layers separated by the electrolyte membrane.


A typical single polymer electrolyte membrane (PEM) fuel cell is composed of a PEM, an anode layer, a cathode layer, and gas diffusion layers (GDLs). These components form a membrane electrode assembly (MEA), which is surrounded by two flow field plates. A catalyst material, such as platinum (Pt) catalysts, is included in the anode and cathode layers of the PEM fuel cell. At the anode layer, Pt catalysts catalyze a hydrogen oxidation reaction (HOR, H2→2H++2e), where H2 is oxidized to generate electrons and protons (H+). At the cathode layer, Pt catalysts catalyze an oxygen reduction reaction (ORR, ½O2+2H++2e→H2O), where O2 reacts with H+ and is reduced to form water.


Due to dynamic changes of operational conditions in the PEM fuel cell, Pt catalysts may be subject to various degradations, including dissolution, migration, and re-deposition. In addition, because the kinetics of an ORR is significantly slower than that of an HOR, a higher loading of Pt catalysts is required at the cathode layer than the anode layer. Further, the sizes of Pt catalysts may grow during a normal operation of the PEM fuel cell. The growth of the Pt catalysts may cause a loss of an electrochemical surface area (ECSA), which adversely affects the HOR and/or ORR and leads to the degradation of the PEM fuel cell.


Global H2 fuel starvation may occur, especially at the anode layer of the PEM fuel cell. The occurrence of H2 fuel starvation may substantially impact the performance of the PEM fuel cell. Specifically, due to a lack of H2 fuel, an oxygen evolution reaction (OER, 2H2O→O2+4H++4e), i.e., water electrolysis, may occur at 1.23 V vs. standard hydrogen electrode (SHE) at the anode layer. A carbon oxidation reaction (COR, C+2H2O→CO2+4 H++4e) may also take place at 0.21 V vs. SHE at the anode layer. For a normal fuel cell operation, i.e., when there is no H2 fuel starvation, a cathode voltage at the cathode layer is normally higher than the anode voltage at the anode layer, as the HOR takes place at 0.00 V vs. SHE. A cell terminal voltage between the cathode and anode voltages is normally above 0.00 V. However, when H2 fuel starvation occurs, the OER and/or COR increases the anode voltage at the anode layer, causing the cell terminal voltage to decrease, i.e., causing cell voltage reversal. For example, the cell terminal voltage may drop below −2.00 V. In addition, the COR may lead to carbon corrosion at the anode layer. The occurrence of cell voltage reversal may also generate a significant amount of waste heat, which further damages the MEA and accelerates the degradation of the PEM fuel cell.


To alleviate or prevent cell voltage reversal due to H2 fuel starvation, metal elements such as ruthenium (Ru) or iridium (Ir), as well as their metal oxides such as RuO2 or IrO2, may be added to the anode layer of the PEM fuel cell. The incorporation of Ru and/or Ir element may help reduce carbon corrosion at the anode layer during H2 fuel starvation. For instance, a voltage of about 0.6 to 0.7 V is typically required to fully recover Pt surfaces from catalyst poisoning (i.e., to oxidize CO to CO2 gas). However, due to the presence of Ru, about 0.35 V is required to fully recover Pt—Ru surfaces from catalyst poisoning. Furthermore, some Ir-based intermetallic compounds, such as IrRu4Y0.5 or IrRu4, may also be added to the anode layer to prevent carbon corrosion and/or water hydrolysis during H2 fuel starvation. However, because these metals and metal oxides are relatively expensive, using them in the anode layer undesirably increase the total cost of the PEM fuel cell.


Therefore, there is a need for an electrochemical cell anode catalyst material that is not only relatively low-cost but comparatively effective as adding Ru and/or Ir element to the anode layer to prevent cell voltage reversal during H2 fuel starvation. Aspects of the present disclosure are directed to anode catalyst materials for electrochemical cells, for example, anode catalyst materials for fuel cells or electrolyzers. The anode catalyst material may be a Pt-based alloy. In one embodiment, the Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Ag, Sb, Os, or Tl. In another embodiment, the Pt-based alloy may be a ternary Pt-MI-MII alloy, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd.



FIG. 1 depicts a schematic side view of a PEM fuel cell. The PEM fuel cell 10 may be stacked to create a fuel cell stack assembly. The PEM fuel cell 10 includes a PEM 12, an anode layer 14, a cathode layer 16, an anode GDL 18, and a cathode GDL 20. The PEM 12 is situated between the anode layer 14 and the cathode layer 16. The anode layer 14 is situated between the anode GDL 18 and the PEM 12, and the cathode layer 16 is situated between the cathode GDL 20 and the PEM 12. Further, the PEM 12, the anode 14, the cathode 16, and the anode and cathode GDLs 18 and 20 comprise a membrane electrode assembly (MEA) 22. An anode catalyst material is included in the anode layer 14, and a cathode catalyst material is included in the cathode layer 16. Each of the anode and cathode catalyst materials is supported on a catalyst support.


In addition, a first side 24 of the MEA 22 is bound by an anode flow field plate 28, and the second side 26 of the MEA 22 is bounded by a cathode flow field plate 30. The anode flow field plate 28 includes an anode flow field 32 configured to distribute H2 to the MEA 22. The cathode flow field plate 30 includes a cathode flow field 34 configured to distribute O2 to the MEA 22.



FIG. 2 depicts a schematic diagram of a computing platform that may be utilized to implement a data-driven materials screening method. The computing platform 50 may include a processor 52, a memory 54, and a non-volatile storage 56. The processor 52 may include one or more devices selected from high-performance computing (HPC) systems including high-performance cores, microprocessors, micro-controllers, digital signal processors, microcomputers, central processing units, field programmable gate arrays, programmable logic devices, state machines, logic circuits, analog circuits, digital circuits, or any other devices that manipulate signals (analog or digital) based on computer-executable instructions residing in memory. The memory 54 may include a single memory device or a number of memory devices including random access memory (RAM), volatile memory, non-volatile memory, static random-access memory (SRAM), dynamic random-access memory (DRAM), flash memory, cache memory, or any other device capable of storing information. The non-volatile storage 56 may include one or more persistent data storage devices such as a hard drive, optical drive, tape drive, non-volatile solid-state device, cloud storage or any other device capable of persistently storing information.


The processor 52 may be configured to read into memory and execute computer-executable instructions residing in a DFT software module 58 of the non-volatile storage 56 and embodying DFT slab model algorithms, calculations and/or methodologies of one or more embodiments. The DFT software module 58 may include operating systems and applications. The DFT software module 58 may be compiled or interpreted from computer programs created using a variety of programming languages and/or technologies, including, without limitation, and either alone or in combination, Java, C, C++, C#, Objective C, Fortran, Pascal, Java Script, Python, Perl, and PL/SQL.


Upon execution by the processor 52, the computer-executable instructions of the DFT software module 58 may cause the computing platform 50 to implement one or more of the DFT algorithms and/or methodologies disclosed herein. The non-volatile storage 56 may also include DFT data 60 supporting the functions, features, calculations, and processes of the one or more embodiments described herein.


The program code embodying the algorithms and/or methodologies described herein is capable of being individually or collectively distributed as a program product in a variety of different forms. The program code may be distributed using a computer readable storage medium having computer readable program instructions thereon for causing a processor to carry out aspects of one or more embodiments. The computer readable storage medium, which is inherently non-transitory, may include volatile and non-volatile, and removable and non-removable tangible media implemented in any method or technology for storage of information, such as computer-readable instructions, data structures, program modules, or other data. The computer readable storage media may further include RAM, ROM, erasable programmable read-only memory (EPROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other solid state memory technology, portable compact disc read-only memory (CD-ROM), or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium that can be used to store the desired information and which can be read by a computer. Computer readable program instructions may be downloaded to a computer, another type of programmable data processing apparatus, or another device from a computer readable storage medium or to an external computer or external storage device via a network.


Computer readable program instructions stored in the computer readable medium may be used to direct a computer, other types of programmable data processing apparatus, or other devices to function in a particular manner, such that the instructions stored in the computer readable medium produce an article of manufacture including instructions that implement the functions, acts, and/or operations specified in the flowcharts or diagrams. In certain alternative embodiments, the functions, acts, and/or operations specified in the flowcharts and diagrams may be re-ordered, processed serially, and/or processed concurrently consistent with one or more embodiments. Moreover, any of the flowcharts and/or diagrams may include more or fewer nodes or blocks than those illustrated consistent with one or more embodiments.


Referring to FIG. 2, the data-driven materials screening method may be utilized to identify metal alloys that are suitable to be used as electrochemical cell anode catalyst materials for preventing cell voltage reversal during H2 fuel starvation. The metal alloys may be Pt-based alloys. The metal alloys may be a binary Pt-M alloy, where M is a metal element other than Pt. The metal alloys may be a ternary Pt-MI-MII alloy, where both MI and MII are metal elements other than Pt. Particularly, the data-driven materials screening method may evaluate, for example, the thermodynamic stability of the metal alloys and the chemical reactivities of the metal alloys under an oxidizing environment. The oxidizing environment may be represented by the presence of oxidizing agents in an electrochemical cell environment. The oxidizing agents may be O, OH, and/or OOH. H2O2 is used as a proxy to describe H2O+O or 2OH in the electrochemical cell environment.


Table 1 depicts information of reactions between Pt and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 1 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 1







Information of reactions between Pt


and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3335 O2 + 0.333 Pt → 0.333 PtO2
−0.937


H2O2
0.4 H2O2 + 0.2 Pt → 0.2 PtO2 + 0.4 H2O
−0.385


OOH
0.571 HO2 + 0.429 Pt → 0.429 PtO2 +
−0.562



0.286 H2O









Table 2 depicts information of reactions between Ir and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 2 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 2







Information of reactions between Ir


and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3335 O2 + 0.333 Ir → 0.333 IrO2
−1.271


H2O2
0.4 H2O2 + 0.2 Ir → 0.4 H2O + 0.2 IrO2
−0.497


OOH
0.571 HO2 + 0.429 Ir → 0.286 H2O + 0.429 IrO2
−0.763









Table 3 depicts information of reactions between Ru and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 3 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 3







Information of reactions between Ru


and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3335 O2 + 0.333 Ru → 0.333 RuO2
−1.468


H2O2
0.4 H2O2 + 0.2 Ru → 0.4 H2O + 0.2 RuO2
−0.562


OOH
0.571 HO2 + 0.429 Ru → 0.286 H2O +
−0.881



0.429 RuO2









In view of Tables 1 to 3, the reactions between Ir and O2, H2O2, or OOH appear to be more favorable than the reactions between Pt and O2, H2O2, or OOH, respectively. Further, the reactions between Ru and O2, H2O2, or OOH appear to be more favorable than the reactions between Ir and O2, H2O2, or OOH, respectively, and thus more favorable than the reactions between Pt and O2, H2O2, or OOH, respectively. This indicates that when using either Ir or Ru alone as an anode catalyst in the anode layer of an electrochemical cell, the anode catalyst may be less stable than using Pt alone as the anode catalyst. Using either Ir or Ru alone as the anode catalyst in the anode layer may not help prevent cell voltage reversal during H2 fuel starvation.


Table 4 depicts information of reactions between Pt0.75Ir0.25 and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 4 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 4







Information of reactions between Pt0.75Ir0.25 and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3335 O2 + 0.333 Ir0.25Pt0.75 → 0.25 PtO2 + 0.083 IrO2
−1.020


H2O2
0.375 H2O2 + 0.25 Ir0.25Pt0.75 → 0.063 Pt3O4 + 0.063 IrO2 + 0.375 H2O
−0.416


OOH
0.571 HO2 + 0.429 Ir0.25Pt0.75 → 0.321 PtO2 + 0.107 IrO2 + 0.286 H2O
−0.612









Table 5 depicts information of reactions between Pt0.75Ru0.25 and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 5 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 5







Information of reactions between Pt0.75Ru0.25 and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3335 O2 + 0.333 Ru0.25Pt0.75 → 0.25 PtO2 + 0.083 RuO2
−1.070


H2O2
0.375 H2O2 + 0.25 Ru0.25Pt0.75 → 0.063 Pt3O4 + 0.063 RuO2 + 0.375 H2O
−0.437


OOH
0.571 HO2 + 0.429 Ru0.25Pt0.75 → 0.321 PtO2 + 0.107 RuO2 + 0.286 H2O
−0.642









In view of Tables 2 and 4, the reactions between Pt0.75Ir0.25 and O2, H2O2, or OOH appears to be less favorable than the reactions between Ir and O2, H2O2, or OOH, respectively. This suggests that adding Ir to Pt, thereby forming a Pt—Ir alloy, may help increase the stability of the anode catalyst as compared to using Ir alone as the anode catalyst in the anode layer of the electrochemical cell.


Similarly, in view of Tables 3 and 5, the reactions between Pt0.75Ru0.25 and O2, H2O2, or OOH appear to be less favorable than the reactions between Ru and O2, H2O2, or OOH, respectively. Adding Ru to Pt, thereby forming a Pt—Ru alloy, may also help increase the stability of the anode catalyst as compared to using Ru alone as the anode catalyst in the anode layer of the PEM fuel cell.


Further, when comparing the chemical reactivities of Pt0.75Ir0.25 and Pt0.75Ru0.25 in Tables 4 and 5, Pt0.75Ir0.25 appears to be less chemically reactive against O2, H2O2, or OOH than Pt0.75Ru0.25. This further indicates that Pt0.75Ir0.25 may be more suitable than Pt0.75Ru0.25 to be used as an electrochemical cell anode catalyst material to prevent cell voltage reversal during H2 fuel starvation.


Apart from Pt—Ir and Pt—Ru alloys, other metal elements M, such as palladium (Pd) or cerium (Ce), may be mixed with Pt to form Pt-M alloys. Table 6 depicts information of reactions between Pt0.75Pd0.25 and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 6 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 6







Information of reactions between Pt0.75Pd0.25 and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.318 O2 + 0.364 Pd0.25Pt0.75 → 0.273 PtO2 + 0.091 PdO
−0.905


H2O2
0.389 H2O2 + 0.222 Pd0.25Pt0.75 → 0.167 PtO2 + 0.056 PdO + 0.389 H2O
−0.383


OOH
0.538 HO2 + 0.462 Pd0.25Pt0.75 → 0.346 PtO2 + 0.115 PdO + 0.269 H2O
−0.553









Table 7 depicts information of reactions between Pt0.75Ce0.25 and O2, H2O2, or OOH, respectively, under similar reaction conditions. Table 7 provides a reaction equation and a reaction enthalpy (E, eV/atom) for each reaction.









TABLE 7







Information of reactions between Pt0.75Ce0.25 and O2, H2O2, or OOH, respectively.











E


Reactant
Equation of the reaction
(eV/atom)





O2
0.3 O2 + 0.4 Ce0.25Pt0.75 → 0.1 Pt3O4 + 0.1 CeO2
−1.381


H2O2
0.5 Ce0.25Pt0.75 + 0.25 H2O2 → 0.25 H2O + 0.125 CeO2 + 0.375 Pt
−0.718


OOH
0.75 Ce0.25Pt0.75 + 0.25 HO2 → 0.125 H2O + 0.188 CeO2 + 0.562 Pt
−0.995









In view of Tables 6 and 7, the reactions between Pt0.75Pd0.25 and O2, H2O2, or OOH appear to be less favorable than the reactions between Pt0.75Ce0.25 and O2, H2O2, or OOH, respectively. This indicates that Pt0.75Pd0.25 may be more stable than Pt0.75Ce0.25 in an oxidizing environment. In other words, adding Pd to Pt, thereby forming a Pt—Pd alloy, may help increase the stability of the anode catalyst as compared to adding the same amount of Ce to Pt to form a Pt—Ce alloy.


Further, when comparing the chemical reactivities of Pt0.75Pd0.25 and Pt0.75Ir0.25 in Tables 4 and 6, Pt0.75Pd0.25 appears to be less chemically reactive against O2, H2O2, or OOH than Pt0.75Ir0.25. This further indicates that Pt0.75Pd0.25 may be more suitable than Pt0.75Ir0.25 to be used as a fuel cell anode catalyst material to prevent cell voltage reversal during H2 fuel starvation.


To further examine the chemical reactivity of a Pt-M alloy against O2, H2O2, or OOH, the data-driven materials screening method may be utilized to identify other Pt-M alloys that are suitable to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation. In addition to Ru, Ir, Pd, and Ce, M may also be, for example, titanium (Ti), germanium (Ge), selenium (Se), zirconium (Zr), niobium (Nb), molybdenum (Mo), rhodium (Rh), silver (Ag), tin (Sn), antimony (Sb), hafnium (Hf), tantalum (Ta), tungsten (W), rhenium (Re), osmium (Os), gold (Au), thallium (Tl), or bismuth (Bi).


Table 8 depicts information of thermodynamic decomposition products of a Pt-M alloy, where M may be Ti, Ge, Se, Zr, Nb, Mo, Ru, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi. Each Pt-M alloy in Table 8 shows a ratio of Pt to M as 2, i.e., Pt0.67M0.33. Pt0.67M0.33 may also be represented as PtxMy, where x=2y, x>0, and M may be Ti, Ge, Se, Zr, Nb, Mo, Ru, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi. Noted that Pt-M alloys having ratios of Pt to M other than 2 may similarly be evaluated using the method described herein. For instance, in some other embodiments, the data-driven materials screening method may be utilized to evaluate Pt-M alloys, such as Pt0.95M0.05 or Pt0.5M0.5, where M may be Ti, Ge, Se, Zr, Nb, Mo, Ru, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi, to identify those suitable to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation.


Table 8 provides a thermodynamic decomposition reaction of each Pt-M alloy. The thermodynamic decomposition products of each reaction are obtained using “interface reactions” module kit available on materialsproject.org. Among the thermodynamic decomposition products of each reaction, some are cubic phases, and some are non-cubic phases. A percentage of the non-cubic phases of the thermodynamic decomposition products for each reaction may be calculated. For example, the thermodynamic decomposition products of Pt0.67Ru0.33 may be 0.67 Pt and 0.33 Ru, where Pt belongs to a cubic crystal system (Fm-3m), and Ru belongs to a hexagonal crystal system (P63/mmc). Therefore, the percentage of the non-cubic phases of the thermodynamic decomposition products for Pt0.67Ru0.33 is calculated as 0.33/(0.67+0.33), which is about 0.33. Table 8 further provides a penalty point (PP1) to indicate the percentage of the non-cubic phases of the thermodynamic decomposition products for each reaction. For easy comparison, a PP1 of 0 is assigned to the scenario where 100% of the thermodynamic decomposition products are cubic phases. As such, the PP1 for Pt0.67Ru0.33 is 0.330.









TABLE 8







Information of thermodynamic decomposition products of a Pt-M


alloy, where M may be Ti, Ge, Se, Zr, Nb, Mo, Ru, Rh, Pd,


Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi.









M
Thermodynamic decomposition reaction
PP1





Ti
Ti0.33Pt0.67 → 0.08 Ti3Pt5 + 0.09 TiPt3
1.000


Ge
Ge0.33Pt0.67 → 0.107 Ge2Pt3 + 0.117 GePt3
1.000


Se
Pt0.67Se0.33 → 0.083 Pt5Se4 + 0.258 Pt
0.243


Zr
Zr0.33Pt0.67 → 0.029 Zr7Pt10 + 0.126 ZrPt3
1.000


Nb
Nb0.33Pt0.67 → 0.32 NbPt2 + 0.01 NbPt3
1.000


Mo
Mo0.33Pt0.67 → 0.33 MoPt2 + 0.01 Pt
0.971


Ru
Ru0.33Pt0.67 → 0.33 Ru + 0.67 Pt
0.330


(reference)


Rh
Pt0.67Rh0.33 → 0.21 Pt3Rh + 0.04 PtRh3
1.000


Pd
Pd0.33Pt0.67 → 0.33 PdPt + 0.34 Pt
0.500


Ag
Ag0.33Pt0.67 → 0.113 AgPt4 + 0.217 AgPt
1.000


Sn
Sn0.33Pt0.67 → 0.17 SnPt3 + 0.16 SnPt
0.500


Sb
Sb0.33Pt0.67 → 0.165 Sb2Pt3 + 0.175 Pt
0.485


Ce
Ce0.33Pt0.67 → 0.064 Ce3Pt4 + 0.138 CePt3
0.317


Hf
Hf0.33Pt0.67 → 0.17 HfPt3 + 0.16 HfPt
1.000


Ta
Ta0.33Pt0.67 → 0.01 TaPt3 + 0.32 TaPt2
1.000


W
Pt0.67W0.33 → 0.33 Pt2W + 0.01 Pt
0.971


Re
Re0.33Pt0.67 → 0.11 Re3Pt + 0.56 Pt
0.164


Os
Os0.33Pt0.67 → 0.33 Os + 0.67 Pt
0.333


Ir
Ir0.33Pt0.67 → 0.33 Ir + 0.67 Pt
0.333


Au
Pt0.67Au0.33 → 0.67 Pt + 0.33 Au
0.333


Tl
Tl0.33Pt0.67 → 0.165 Tl2Pt3 + 0.175 Pt
0.485


Bi
Bi0.33Pt0.67 → 0.34 Pt + 0.33 BiPt
0.500









To determine the percentage of cubic or non-cubic phases in the thermodynamic decomposition products of an alloy, such as a Pt-based alloy, X-ray diffraction (XRD) techniques may be employed. Particularly, an XRD pattern of a cubic phase may show strong signature peaks at (111), (110), and/or (100), representing face-centered cubic (fcc) characters. On the other hand, an XRD pattern of a non-cubic phase may show small impurity peaks, which can be differentiated from the signature peaks for cubic phases. In addition, the XRD techniques may be used to determine an average crystallite size of a Pt-based alloy nanoparticle. A size distribution of the Pt-based alloy nanoparticles may be determined using high-resolution transmission electron microscope (HR-TEM) imaging techniques. An average size of a Pt-based alloy nanoparticle may be in a range of 1 and 20 nm, or alternatively, between 3 and 10 nm.


In addition to the composition of the Pt-based alloy, the properties of the Pt-based alloy may also vary depending on its microstructure, morphology, and/or crystallinity. A lattice mismatch between the thermodynamic decomposition products of the Pt-based alloy may impact a local structure and/or electronic structure of the alloy. When the Pt-based alloy nanoparticles are de-alloyed near a surface, a lattice constant in a bulk region may decrease, thereby leading to a compressive strain at an outer Pt surface. In general, such an effect may increase the catalyst activity. Further, introducing tensile strain and/or increasing lattice constants may enhance the durability of the Pt-based alloy.



FIG. 3 depicts a schematic phase diagram showing a reaction enthalpy (eV/atom) of a reaction between Pt0.67Ru0.33 and OOH as a function of a molar fraction of OOH in a reaction environment. The reaction environment may be an electrochemical cell operating environment, especially during H2 fuel starvation. The molar faction of OOH is in a range of 0 and 1. As shown in FIG. 3, when the molar faction of OOH is 0, there is no OOH and 100% of Pt0.67Ru0.33 in the reaction environment. Conversely, when the molar faction of OOH is 1, there is no Pt0.67Ru0.33 but 100% OOH in the reaction environment. As the molar fraction of OOH increases from 0, the most stable decomposition reaction may occur at Point A, where the molar fraction of OOH is about 0.509 and the reaction enthalpy of the most stable decomposition reaction is about −0.672 eV/atom. Reaction (1) is included hereby to illustrate the most stable decomposition reaction between Pt0.67Ru0.33 and OOH:





0.509OOH+0.491Ru0.33Pt0.67→0.11Pt3O4+0.162RuO2+0.254H2O  (1)


According to Reaction (1), after reacting with 0.509 OOH, Pt0.67Ru0.33 is turned into 0.11 Pt3O4 and 0.162 RuO2.


Using the same evaluation method as described in FIG. 3, the most stable decomposition reaction between each Pt0.67M0.33 and OOH may be evaluated, where M may be Ti, Ge, Se, Zr, Nb, Mo, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi. Table 9 depicts information of the most stable decomposition reaction between each Pt0.67M0.33 and OOH. Particularly, Table 9 provides a reaction equation of the most stable decomposition reaction between each Pt0.67M0.33 and OOH. Table 9 also provides a molar fraction between OOH and each Pt0.67M0.33 for each reaction. Information of the most stable decomposition reaction between Pt0.67Ru0.33 and OOH is used as a reference for comparison. Table 9 further provides a penalty point (e.g. PP2) regarding the molar fraction, where PP2 of 1.000 is assigned to the reference reaction between OOH and Pt0.67Ru0.33 (i.e. the molar fraction is 1.040). PP2 is calculated by dividing the molar fraction between OOH and Pt0.67Ru0.33 by the molar fraction between OOH and each Pt0.67M0.33 of each reaction. For example, since the molar fraction between OOH and Pt0.67Ti0.33 is 0.441, PP2 thus equals 1.040/0.441, which is about 2.351.


Table 9 also provides a reaction enthalpy (E, eV/atom) of the most stable decomposition reaction between each Pt0.67M0.33 and OOH. Table 9 further provides a penalty point (e.g. PP3) regarding the reaction enthalpy, where PP3 of 1.000 is assigned to the reference reaction between OOH and Pt0.67Ru0.33 (i.e. −0.672 eV/atom). PP3 is calculated by dividing the reaction enthalpy between OOH and each Pt0.67M0.33 of each reaction by that between OOH and Pt0.67Ru0.33. For example, since the reaction enthalpy of the reaction between OOH and Pt0.67Ti0.33 is −1.107 eV/atom, PP3 thus equals −1.107/−0.672, which is about 1.647.


If both the molar fraction between OOH and Pt0.67M0.33, and the reaction enthalpy of the reaction between OOH and Pt0.67M0.33 are greater than those for Pt0.67Ru0.33, it may indicate that the Pt0.67M0.33 is more stable than Pt0.67Ru0.33, and thus, more suitable to be used as an electrochemical cell anode catalyst material to prevent cell voltage reversal during H2 fuel starvation. For example, because the molar fraction between OOH and Pt0.67Pd0.33 (i.e. 1.114) and the reaction enthalpy of the most stable decomposition reaction between OOH and Pt0.67Pd0.33 (i.e., −0.548 eV/atom) are both greater than those for Pt0.67Ru0.33, Pt0.67Pd0.33 may therefore be more stable than Pt0.67Ru0.33, consistent with the observation in Tables 5 and 6. For another example, because the molar fraction between OOH and Pt0.67Ce0.33 (i.e. 0.441) and the reaction enthalpy of the most stable decomposition reaction between OOH and Pt0.67Ce0.33 (i.e., −1.241 eV/atom) are both less than those for Pt0.67Ru0.33, Pt0.67Ce0.33 may therefore be less stable than Pt0.67Ru0.33, consistent with the observation in Tables 6 and 7.









TABLE 9







Information of the most stable decomposition reaction between each Pt0.67M0.33 and OOH, where


M may be Ti, Ge, Se, Zr, Nb, Mo, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi.













Equation of the most stable decomposition reaction
Molar

E



M
between Pt0.67M0.33 and OOH
fraction
PP2
(eV/atom)
PP3





Ru
0.509 HO2 + 0.491 Ru0.33Pt0.67 → 0.11 Pt3O4 + 0.162
1.040
1.000
−0.672
1.000


(reference)
RuO2 + 0.254 H2O


Ti
0.306 HO2 + 0.694 Ti0.33Pt0.67 → 0.153 H2O + 0.229
0.441
2.351
−1.107
1.647



TiO2 + 0.465 Pt


Ge
0.509 HO2 + 0.491 Ge0.33Pt0.67 → 0.11 Pt3O4 + 0.162
1.037
1.000
−0.730
1.086



GeO2 + 0.254 H2O


Se
0.429 Pt0.67Se0.33 + 0.571 HO2 → 0.287 PtO2 + 0.286
1.331
0.779
−0.563
0.838



H2O + 0.141 SeO2


Zr
0.306 HO2 + 0.694 Zr0.33Pt0.67 → 0.153 H2O + 0.229
0.441
2.351
−1.180
1.756



ZrO2 + 0.465 Pt


Nb
0.355 HO2 + 0.645 Nb0.33Pt0.67 → 0.106 Nb2O5 + 0.177
0.550
1.884
−1.069
1.591



H2O + 0.432 Pt


Mo
0.602 Mo0.33Pt0.67 + 0.398 HO2 → 0.199 MoO3 + 0.199
0.661
1.568
−0.776
1.155



H2O + 0.404 Pt


Rh
0.571 HO2 + 0.429 Pt0.67Rh0.33 → 0.287 PtO2 + 0.286
1.331
0.779
−0.619
0.921



H2O + 0.141 RhO2


Pd
0.527 HO2 + 0.473 Pd0.33Pt0.67 → 0.317 PtO2 + 0.156
1.114
0.930
−0.548
0.815



PdO + 0.263 H2O


Ag
0.472 HO2 + 0.528 Ag0.33Pt0.67 → 0.354 PtO2 + 0.236
0.940
1.103
−0.502
0.747



H2O + 0.174 Ag


Sn
0.491 Sn0.33Pt0.67 + 0.509 HO2 → 0.11 Pt3O4 + 0.162
1.037
1.000
−0.722
1.074



SnO2 + 0.254 H2O


Sb
0.509 HO2 + 0.491 Sb0.33Pt0.67 → 0.11 Pt3O4 + 0.162
1.037
1.000
−0.691
1.028



SbO2 + 0.254 H2O


Ce
0.694 Ce0.33Pt0.67 + 0.306 HO2 → 0.153 H2O + 0.229
0.441
2.351
−1.241
1.847



CeO2 + 0.465 Pt


Hf
0.306 HO2 + 0.694 Hf0.33Pt0.67 → 0.153 H2O + 0.229
0.441
2.351
−1.242
1.848



HfO2 + 0.465 Pt


Ta
0.355 HO2 + 0.645 Ta0.33Pt0.67 → 0.177 H2O + 0.106
0.550
1.884
−1.180
1.756



Ta2O5 + 0.432 Pt


W
0.602 Pt0.67W0.33 + 0.398 HO2 → 0.199 WO3 + 0.199
0.661
1.568
−0.852
1.268



H2O + 0.404 Pt


Re
0.398 HO2 + 0.602 Re0.33Pt0.67 → 0.199 H2O + 0.199
0.661
1.568
−0.916
1.363



ReO3 + 0.404 Pt


Os
0.596 HO2 + 0.404 Os0.33Pt0.67 → 0.09 Pt3O4 + 0.133
1.475
0.703
−0.709
1.055



OsO4 + 0.298 H2O


Ir
0.571 HO2 + 0.429 Ir0.33Pt0.67 → 0.287 PtO2 + 0.141
1.331
0.779
−0.628
0.935



IrO2 + 0.286 H2O


Au
0.472 HO2 + 0.528 Pt0.67Au0.33 → 0.354 PtO2 + 0.236
0.894
1.160
−0.512
0.762



H2O + 0.174 Au


Tl
0.55 HO2 + 0.45 Tl0.33Pt0.67 → 0.153 PtO2 + 0.074
1.222
0.848
−0.637
0.948



Tl2Pt2O7 + 0.275 H2O


Bi
0.517 HO2 + 0.483 Bi0.33Pt0.67 → 0.08 Bi2Pt2O7 + 0.055
1.070
0.968
−0.692
1.030



Pt3O4 + 0.259 H2O









Table 10 depicts information of the most stable decomposition reaction between each Pt0.67M0.33 and H2O2. Particularly, Table 10 provides a reaction equation of the most stable decomposition reaction between each Pt0.67M0.33 and H2O2. Table 10 also provides a molar fraction between H2O2 and each Pt0.67M0.33 for each reaction. Information of the most stable decomposition reaction between Pt0.67Ru0.33 and H2O2 is used as a reference for comparison. Table 10 further provides a penalty point (e.g. PP4) regarding the molar fraction, where PP4 of 1.000 is assigned to the reference reaction between H2O2 and Pt0.67Ru0.33 (i.e. the molar fraction is 1.320). PP4 is calculated by dividing the molar fraction between H2O2 and Pt0.67Ru0.33 by the molar fraction between H2O2 and each Pt0.67M0.33 of each reaction. For example, since the molar fraction between H2O2 and Pt0.67Ti0.33 is 1.320, PP4 thus equals 1.320/1.320, which is about 1.000.


Table 10 also provides a reaction enthalpy (E, eV/atom) of the most stable decomposition reaction between each Pt0.67M0.33 and H2O2. Table 10 further provides a penalty point (e.g. PP5) regarding the reaction enthalpy, where PP5 of 1.000 is assigned to the reference reaction between H2O2 and Pt0.67Ru0.33 (i.e. −0.459 eV/atom). PP5 is calculated by dividing the reaction enthalpy between H2O2 and each Pt0.67M0.33 of each reaction by that between H2O2 and Pt0.67Ru0.33. For example, since the reaction enthalpy of the reaction between H2O2 and Pt0.67Ti0.33 is −0.765 eV/atom, PP5 thus equals −0.765/−0.459, which is about 1.667.


If both the molar fraction between H2O2 and Pt0.67M0.33, and the reaction enthalpy of the reaction between H2O2 and Pt0.67M0.33 are greater than those for Pt0.67Ru0.33, it may indicate that the Pt0.67M0.33 is more stable than Pt0.67Ru0.33. Otherwise, Pt0.67M0.33 may be less stable than Pt0.67Ru0.33.









TABLE 10







Information of the most stable decomposition reaction between Pt0.67M0.33 and H2O2, where


M may be Ti, Ge, Se, Zr, Nb, Mo, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi.













Equation of the most stable decomposition reaction
Molar

E



M
between Pt0.67M0.33 and H2O2
fraction
PP4
(eV/atom)
PP5





Ru
0.2845 H2O2 + 0.431 Ru0.33Pt0.67 → 0.142 RuO2 +
1.320
1.000
−0.459
1.000


(reference)
0.284 H2O + 0.289 Pt


Ti
0.2845 H2O2 + 0.431 Ti0.33Pt0.67 → 0.284 H2O +
1.320
1.000
−0.765
1.667



0.142 TiO2 + 0.289 Pt


Ge
0.2845 H2O2 + 0.431 Ge0.33Pt0.67 → 0.142 GeO2 +
1.320
1.000
−0.525
1.144



0.284 H2O + 0.289 Pt


Se
0.2 Pt0.67Se0.33 + 0.4 H2O2 → 0.134 PtO2 + 0.4 H2O +
4.000
0.330
−0.386
0.841



0.066 SeO2


Zr
0.2845 H2O2 + 0.431 Zr0.33Pt0.67 → 0.284 H2O +
1.320
1.000
−0.812
1.769



0.142 ZrO2 + 0.289 Pt


Nb
0.3115 H2O2 + 0.377 Nb0.33Pt0.67 → 0.062 Nb2O5 +
0.826
1.598
−0.722
1.573



0.311 H2O + 0.253 Pt


Mo
0.431 Mo0.33Pt0.67 + 0.2845 H2O2 → 0.284 H2O +
1.320
1.000
−0.544
1.185



0.142 MoO2 + 0.289 Pt


Rh
0.378 H2O2 + 0.244 Pt0.67Rh0.33 → 0.054 Pt3O4 +
3.098
0.426
−0.420
0.915



0.378 H2O + 0.08 RhO2


Pd
0.385 H2O2 + 0.23 Pd0.33Pt0.67 → 0.154 PtO2 + 0.076
3.348
0.394
−0.381
0.830



PdO + 0.385 H2O


Ag
0.364 H2O2 + 0.272 Ag0.33Pt0.67 → 0.182 PtO2 +
2.676
0.493
−0.360
0.784



0.364 H2O + 0.09 Ag


Sn
0.431 Sn0.33Pt0.67 + 0.2845 H2O2 → 0.142 SnO2 +
1.320
1.000
−0.515
1.122



0.284 H2O + 0.289 Pt


Sb
0.2845 H2O2 + 0.431 Sb0.33Pt0.67 → 0.142 SbO2 +
1.320
1.000
−0.480
1.046



0.284 H2O + 0.289 Pt


Ce
0.431 Ce0.33Pt0.67 + 0.2845 H2O2 → 0.284 H2O +
1.320
1.000
−0.851
1.854



0.142 CeO2 + 0.289 Pt


Hf
0.2845 H2O2 + 0.431 Hf0.33Pt0.67 → 0.284 H2O +
1.320
1.000
−0.851
1.854



0.142 HfO2 + 0.289 Pt


Ta
0.3115 H2O2 + 0.377 Ta0.33Pt0.67 → 0.311 H2O +
1.653
0.799
−0.790
1.721



0.062 Ta2O5 + 0.253 Pt


W
0.336 Pt0.67W0.33 + 0.332 H2O2 → 0.111 WO3 + 0.332
1.976
0.668
−0.577
1.257



H2O + 0.225 Pt


Re
0.332 H2O2 + 0.336 Re0.33Pt0.67 → 0.332 H2O + 0.111
1.976
0.668
−0.616
1.342



ReO3 + 0.225 Pt


Os
0.3625 H2O2 + 0.275 Os0.33Pt0.67 → 0.091 OsO4 +
2.636
0.501
−0.474
1.033



0.363 H2O + 0.184 Pt


Ir
0.378 H2O2 + 0.244 Ir0.33Pt0.67 → 0.054 Pt3O4 + 0.08
3.098
0.426
−0.426
0.928



IrO2 + 0.378 H2O


Au
0.364 H2O2 + 0.272 Pt0.67Au0.33 → 0.182 PtO2 +
2.676
0.493
−0.365
0.795



0.364 H2O + 0.09 Au


Tl
0.3815 H2O2 + 0.237 Tl0.33Pt0.67 → 0.027 Pt3O4 +
3.219
0.410
−0.432
0.941



0.039 Tl2Pt2O7 + 0.381 H2O


Bi
0.349 H2O2 + 0.302 Bi0.33Pt0.67 → 0.05 Bi2Pt2O7 +
2.311
0.571
−0.468
1.020



0.349 H2O + 0.103 Pt









Table 11 depicts information of the most stable decomposition reaction between each Pt0.67M0.33 and O2. Table 11 provides a reaction equation of the most stable decomposition reaction between each Pt0.67M0.33 and O2. Table 11 also provides a molar fraction between O2 and each Pt0.67M0.33 for each reaction. Information of the most stable decomposition reaction between Pt0.67Ru0.33 and O2 is used as a reference for comparison. Table 11 further provides a penalty point (e.g. PP6) regarding the molar fraction, where PP6 of 1.000 is assigned to the reference reaction between O2 and Pt0.67Ru0.33 (i.e. the molar fraction is 1.000). PP6 is calculated by dividing the molar fraction between O2 and Pt0.67Ru0.33 by the molar fraction between O2 and each Pt0.67M0.33 of each reaction. For example, since the molar fraction between O2 and Pt0.67Ti0.33 is 0.331, PP6 thus equals 1.000/0.331, which is about 3.030.


Table 11 also provides a reaction enthalpy (E, eV/atom) of the most stable decomposition reaction between each Pt0.67M0.33 and O2. Table 11 further provides a penalty point (e.g. PP7) regarding the reaction enthalpy, where PP7 of 1.000 is assigned to the reference reaction between O2 and Pt0.67Ru0.33 (i.e. −1.112 eV/atom). PP7 is calculated by dividing the reaction enthalpy between O2 and each Pt0.67M0.33 of each reaction by that between O2 and Pt0.67Ru0.33. For example, since the reaction enthalpy of the reaction between O2 and Pt0.67Ti0.33 is −1.584 eV/atom, PP7 thus equals −1.584/−1.112, which is about 1.392.


If both the molar fraction between O2 and Pt0.67M0.33, and the reaction enthalpy of the reaction between O2 and Pt0.67M0.33 are greater than those for Pt0.67Ru0.33, it may indicate that the Pt0.67M0.33 may be more stable than Pt0.67Ru0.33. Otherwise, Pt0.67M0.33 may be less stable than Pt0.67Ru0.33.









TABLE 11







Information of the most stable decomposition reaction between Pt0.67M0.33 and O2, where M may


be Ti, Ge, Se, Zr, Nb, Mo, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi.













Equation of the most stable decomposition reaction
Molar

E



M
between Pt0.67M0.33 and O2
fraction
PP6
(eV/atom)
PP7





Ru
0.3335 O2 + 0.333 Ru0.33Pt0.67 → 0.223 PtO2 + 0.11 RuO2
1.000
1.000
−1.112
1.000


(reference)


Ti
0.199 O2 + 0.602 Ti0.33Pt0.67 → 0.199 TiO2 + 0.404 Pt
0.331
3.030
−1.548
1.392


Ge
0.3335 O2 + 0.333 Ge0.33Pt0.67 → 0.223 PtO2 + 0.11 GeO2
1.000
1.002
−1.192
1.072


Se
0.3335 O2 + 0.333 Pt0.67Se0.33 → 0.223 PtO2 + 0.11 SeO2
1.000
1.002
−0.938
0.844


Zr
0.199 O2 + 0.602 Zr0.33Pt0.67 → 0.199 ZrO2 + 0.404 Pt
0.331
3.030
−1.649
1.483


Nb
0.226 O2 + 0.548 Nb0.33Pt0.67 → 0.09 Nb2O5 + 0.367 Pt
0.412
2.428
−1.552
1.396


Mo
0.35 O2 + 0.3 Mo0.33Pt0.67 → 0.099 MoO3 + 0.201 PtO2
1.167
0.858
−0.776
0.698


Rh
0.3335 O2 + 0.333 Pt0.67Rh0.33 → 0.223 PtO2 + 0.11 RhO2
1.000
1.002
−1.032
0.928


Pd
0.3125 O2 + 0.375 Pd0.33Pt0.67 → 0.251 PtO2 + 0.124 PdO
0.833
1.202
−0.891
0.801


Ag
0.3125 O2 + 0.375 Ag0.33Pt0.67 → 0.251 PtO2 + 0.124 AgO
0.833
1.202
−0.804
0.723


Sn
0.3335 O2 + 0.333 Sn0.33Pt0.67 → 0.223 PtO2 + 0.11 SnO2
1.000
1.002
−1.180
1.061


Sb
0.342 O2 + 0.316 Sb0.33Pt0.67 → 0.052 Sb2O5 + 0.212 PtO2
1.082
0.925
−1.143
1.028


Ce
0.199 O2 + 0.602 Ce0.33Pt0.67 → 0.199 CeO2 + 0.404 Pt
0.331
3.030
−1.735
1.560


Hf
0.199 O2 + 0.602 Hf0.33Pt0.67 → 0.404 Pt + 0.199 HfO2
0.331
3.030
−1.736
1.561


Ta
0.226 O2 + 0.548 Ta0.33Pt0.67 → 0.09 Ta2O5 + 0.367 Pt
0.412
2.428
−1.713
1.540


W
0.3265 O2 + 0.347 Pt0.67W0.33 → 0.077 Pt3O4 + 0.114 WO3
0.941
1.064
−1.333
1.199


Re
0.3265 O2 + 0.347 Re0.33Pt0.67 → 0.077 Pt3O4 + 0.114 ReO3
0.941
1.064
−1.400
1.259


Os
0.3635 O2 + 0.273 Os0.33Pt0.67 → 0.09 OsO4 + 0.183 PtO2
1.332
0.752
−1.209
1.087


Ir
0.3335 O2 + 0.333 Ir0.33Pt0.67 → 0.223 PtO2 + 0.11 IrO2
1.001
1.000
−1.047
0.942


Au
0.2865 O2 + 0.427 Pt0.67Au0.33 → 0.286 PtO2 + 0.141 Au
0.671
1.493
−0.805
0.724


Tl
0.3235 O2 + 0.353 Tl0.33Pt0.67 → 0.12 PtO2 + 0.058 Tl2Pt2O7
0.916
1.093
−1.050
0.944


Bi
0.327 O2 + 0.346 Bi0.33Pt0.67 → 0.118 PtO2 + 0.038 Bi3Pt3O11
0.945
1.060
−1.132
1.018









Based on the information provided in Tables 8 to 11, a sum of the penalty points (ΣPP) is calculated for each Pt0.67M0.33, i.e., ΣPP=PP1+PP2+PP3+PP4+PP5+PP6+PP7. The sum of the penalty points for Pt0.67Ru0.33 is 6.330, i.e. ΣPP (Pt0.67Ru0.33)=6.330. Table 12 provides a summary of the information in relation to each Pt0.67M0.33. Particularly, Table 12 provides a sum of the penalty points (ΣPP) for each Pt0.67M0.33. Table 12 further provides the molecular weight (MW) of each Pt0.67M0.33, a sum of penalty points of each Pt0.67M0.33 per MW (ΣPP per MW), and a percentage (%) of improvement of each Pt0.67M0.33 when compared to Pt0.67Ru0.33 based on the ΣPP per MW. It is noted that 1PP (Pt0.67Ru0.33) per MW is about 38.585. To calculate the percentage of improvement of each Pt0.67Ru0.33 when compared to Pt0.67Ru0.33 based on the ΣPP per MW, ΣPP (Pt0.67Ru0.33) per MW is divided by the ΣPP per MW of each Pt0.67M0.33. For example, since 1PP (Pt0.67Ti0.33) per MW 82.505, the percentage of improvement of Pt0.67Ti0.33 when compared to Pt0.67Ru0.33 thus equals 38.585/82.505, which is about 46.8%.









TABLE 12







A summary of the information in relation to each Pt0.67M0.33,


where M may be Ti, Ge, Se, Zr, Nb, Mo, Rh, Pd, Ag, Sn, Sb,


Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi.

















% of





MW
ΣPP per
improvement



M
ΣPP
(g/mol)
MW (mg)
per MW (g)

















Ru
6.330
164.055
38.585
100.0



(reference)



Ti
12.087
146.498
82.505
46.8



Ge
7.304
154.673
47.219
81.7



Se
4.876
156.759
31.106
124.0



Zr
12.389
160.806
77.041
50.1



Nb
11.469
161.361
71.077
54.3



Mo
7.435
162.362
45.791
84.3



Rh
5.971
164.661
36.260
106.4



Pd
5.473
165.821
33.008
116.9



Ag
6.052
166.299
36.392
106.0



Sn
6.759
169.877
39.788
97.0



Sb
6.513
170.883
38.111
101.2



Ce
11.959
176.941
67.586
57.1



Hf
12.644
189.604
66.687
57.9



Ta
11.128
190.415
58.443
66.0



W
7.995
191.369
41.776
92.4



Re
7.429
192.151
38.661
99.8



Os
5.464
193.478
28.239
136.6



Ir
5.342
194.134
27.518
140.2



Au
5.760
195.701
29.430
131.1



Tl
5.670
198.149
28.613
134.8



Bi
6.167
199.666
30.885
124.9











FIG. 4 depicts a schematic diagram depicting a summary representation of several Pt0.67M0.33 alloys. Specifically, FIG. 4 depicts a schematic diagram of a percentage (%) of improvement of each Pt0.67M0.33 when compared to Pt0.67Ru0.33 based on the ΣPP per MW as a function of a sum of penalty points of each Pt0.67M0.33 per MW (ΣPP per MW).


Referring to FIG. 4, there are three groups of Pt0.67M0.33 that may be suitable to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation. Group I includes Pt0.67M0.33, where M may be Ir, Os, Tl, Au, Bi, Se, or Pd. These Pt-based alloy appear to be less chemically reactive than Pt0.67Ru0.33 in an oxidizing environment (e.g. against O2, H2O2, and/or HO2), thus more stable than Pt0.67Ru0.33. Among these metal elements, Os, Tl, Au, and Pd are relatively more expensive. Group II includes Pt0.67M0.33, where M may be Rh, Ag, Sb, Re, Sn, or W. These Pt-based alloys appear to exhibit similar chemical reactivities as Pt0.67Ru0.33 in an oxidizing environment (e.g. against O2, H2O2, and/or HO2). Among these metal elements, Rh is relatively more expensive. Group III includes Pt0.67M0.33, where M may be Mo or Ge. These two Pt-based alloys appear to be slightly more reactive than Pt0.67Ru0.33 in an oxidizing environment (e.g. against O2, H2O2, and/or HO2). In one or more embodiments, any Pt0.67M0.33 in Groups I, II and III may be combined to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation. Lastly, Group IV includes Pt0.67M0.33, where M may be Ta, Hf, Ce, Nb, Zr, or Ti. These Pt-based alloys appear to be too active and least stable in an oxidizing environment (e.g. against O2, H2O2, and/or HO2).


Noted that Pt-M alloys having ratios of Pt to M other than 2 may similarly be evaluated using the method described herein. For instance, in some other embodiments, the data-driven materials screening method may be utilized to evaluate Pt-M alloys, such as Pt0.95M0.05 or Pt0.5M0.5, where M may be Ti, Ge, Se, Zr, Nb, Mo, Ru, Rh, Pd, Ag, Sn, Sb, Ce, Hf, Ta, W, Re, Os, Ir, Au, Tl, or Bi, to identify those suitable to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation.


Apart from binary Pt-based alloys, the data-driven materials screening method may further be used to screen ternary Pt-based alloys, i.e. Pt-MI-M11, to identify those that are suitable to be used as electrochemical cell anode catalyst materials to prevent cell voltage reversal during H2 fuel starvation. MI is a metal element other than Pt, and MII is also a metal element other than Pt. In some embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-based alloys are Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-based alloys are Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Ti, Au, Bi, Se, or Pd.


Table 13 provides a summary of information of some exemplary Pt-MI-MII. Table 13 provides a sum of penalty points (ΣPP′) for each Pt-MI-M11. Table 13 further provides the molecular weight (MW) of each Pt-MI-MII, a sum of penalty points of each Pt-MI-MII per MW (ΣPP′ per MW), and a percentage (%) of improvement of each Pt-MI-MII when compared to Pt0.67Ru0.33 based on the ΣPP′ per MW. It is noted that 1PP (Pt0.67Ru0.33) per MW is about 38.585. To calculate the percentage of improvement of each Pt-MI-MII when compared to Pt0.67Ru0.33 based on the ΣPP′ per MW, ΣPP (Pt0.67Ru0.33) per MW is divided by the ΣPP′ per MW of each Pt-MI-M11. For example, since 1PP′ (Pt0.6Ru0.3Ir0.1) per MW 35.841, the percentage of improvement of Pt0.6Ru0.3Ir0.1 when compared to Pt0.67Ru0.33 thus equals 38.585/35.841, which is about 107.7%.









TABLE 13







A summary of information of exemplary Pt-MI-MII.















% of




MW
ΣPP′ per
improvement


Composition
ΣPP′
(g/mol)
MW (mg)
per MW (g)














Ru (reference)
6.330
164.055
38.585
100.0


Pt0.6Ru0.3Ir0.1
5.971
166.590
35.841
107.7


Pt0.6Ge0.3Se0.1
7.317
146.735
49.865
77.4


Pt0.6Ge0.3Bi0.1
8.440
159.737
52.839
73.0


Pt0.6Mo0.3Se0.1
8.095
153.725
52.662
73.3


Pt0.6Mo0.3Bi0.1
8.823
166.727
52.919
72.9


Pt0.6Ge0.1Se0.3
5.939
147.999
40.129
96.2


Pt0.6Ge0.1Bi0.3
8.386
187.005
44.846
86.0


Pt0.6Mo0.1Se0.3
6.126
150.329
40.751
94.7


Pt0.6Mo0.1Bi0.3
7.709
189.335
40.718
94.8









In view of the foregoing, Pt-based alloys that are comparatively effective as Pt—Ru to be used as electrochemical cell anode catalyst materials may be a binary Pt-M alloy, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In some embodiments, the binary Pt-M alloy may be PtxMy, where x=2y, x>0, and M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. For example, the binary Pt-M alloy is Pt0.67M0.33, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In some other embodiments, the binary Pt-M alloy may be Pt0.95M0.05, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In yet some other embodiments, the binary Pt-M alloy may be Pt0.5M0.5, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi.


The Pt-based alloys may also be a ternary Pt-MI-MII alloy, where MI is a metal element other than Pt, and MII is also a metal element other than Pt. In some embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and Mu may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and M may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.


Either the binary or ternary Pt-based alloys may further be mixed with Ir, Ru and/or an Ir—Ru alloy. Either the binary or ternary Pt-based alloys may also be mixed with Ir- or Ru-containing oxides, such as IrO2, RuO2, and/or Ir—Ru—O. Ir—Ru—O is a metal oxide of Ir and Ru.


To synthesize a Pt-based alloy catalyst, Pt may be annealed with stoichiometric amounts of other metal element precursors under a reducing heat treatment condition (e.g. under a nitrogen (N2), argon (Ar), or H2 gas atmosphere). Depending on the alloy, a heat treatment temperature may be in a range of 150 and 1,000° C., and a heat treatment time may be in a range of 30 seconds and 24 hours.


The loss of ECSA of a Pt-based alloy catalyst may be determined using a potentiostat with either a triangular or square wave having a voltage up to 0.9 V. In some embodiments, to understand catalyst degradation induced by carbon corrosion, the voltage may be further up to 1.5 V. When determining the loss of ECSA, H2 may be used to measure an amount of the adsorbed or desorbed gas. For a more accurate determination of the loss of ECSA, a carbon monoxide stripping method may be utilized. In addition, mass activity measurements of the Pt-based alloy catalyst may be performed in a rotating disk electrode (RDE) or using a full membrane-electrode-assembly (MEA) setup under H2 or O2 atmosphere.


Referring back to FIG. 1, the anode layer 14 may include an anode catalyst support and an anode catalyst material supported on the anode catalyst support. The anode catalyst material may include a Pt-based alloy. The Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In some embodiments, the binary Pt-M alloy may be PtxMy, where x=2y, x>0, and M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. For example, the binary Pt-M alloy is Pt0.67M0.33, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In some other embodiments, the binary Pt-M alloy may be Pt0.95M0.05, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In yet some other embodiments, the binary Pt-M alloy may be Pt0.5M0.5, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi.


The Pt-based alloy may also be a ternary Pt-MI-MII alloy, where MI is a metal element other than Pt, and MII is also a metal element other than Pt. In some embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and M may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.


Either the binary or ternary Pt-based alloys may also be mixed with Ir- or Ru-containing oxides, such as IrO2, RuO2, and/or Ir—Ru—O. Ir—Ru—O is a metal oxide of Ir and Ru. Either the binary or ternary Pt-based alloys may be nanoparticles having an average size in a range of 1 and 20 nm.


Continuing referring to FIG. 1, the anode catalyst material is supported on a catalyst support. For example, the anode catalyst material may be mixed with the catalyst support. Alternatively, the anode catalyst material may be coated onto the catalyst support. The catalyst support may be carbon black, fibrous carbon, graphite, graphene, graphene oxide, reduced graphene oxide, defective graphene, defected graphite, graphyne, titanium oxide (TiO, Ti2O3, or TiO2), tin oxide (SnO or SnO2), molybdenum oxide (MoOx, 0≤x≤3), niobium oxide (Nb2O5), magnesium titanium oxide (MgTi2O5-x, 0≤x≤5), titanium-tin oxide (TiSnOx, 0≤x≤4), or a combination thereof.


Individual PEM fuel cells may be assembled into a fuel cell stack. Each fuel cell in the stack is sandwiched between two flow field plates which separate each fuel cell from neighboring fuel cells. In a fuel cell stack, cell voltages of individual fuel cells may be different depending on the location of each fuel cell in the fuel cell stack. Different cell voltages may induce different degradations upon the catalyst performance in each fuel cell. For example, fuel cells that are positioned near a reactant inlet of the fuel cell stack may degrade faster than the ones positioned in a middle area of the fuel cell stack. Therefore, to improve the performance and durability of a fuel cell stack, catalyst materials of a PEM fuel cell may be varied based on its location in the fuel cell stack.



FIG. 5 depicts a schematic perspective view of a fuel cell stack according to one or more embodiments of the present disclosure. The fuel cell stack 70 may include three regions, where each region includes at least one fuel cell having an MEA with a catalyst material. Based on the locations of each fuel cell in the fuel cell stack, the catalyst material may vary. For example, if an area is more susceptible to catalyst degradation, catalyst materials that have superior durability (i.e., difficult to dissolve or degrade) may be applied to the fuel cells located in that area. Further, if an area is expected to operate in a steady state, catalyst materials that exhibit robust catalytic activity may be selected to fabricate MEAS of the fuel cells located in the area.


Referring to FIG. 5, the fuel cell stack 70 may include a first region 80, a second region 90, and a third region 100. The first region 80 may be adjacent to a first reactant inlet, such as Hz. The second region 90 may be adjacent to a second reactant inlet, such as O2 or air. The third region 100 is situated between the first and second regions 60 and 70.


At least one fuel cell, for example, fuel cell X, in the first region 80 may include an MEA with a first anode catalyst material on an anode layer of the fuel cell X. Similarly, at least one fuel cell, for example, fuel cell Z, in the second region 90 may include an MEA with a second anode catalyst material on an anode layer of the fuel cell Z. Likewise, at least one fuel cell, for example, fuel cell Y, in the third region 100 may include an MEA with a third anode catalyst material on an anode layer of the fuel cell Y. According to the locations of fuel cells X, Y and Z in the fuel cell stack 70, at least one of the first, second, and third anode catalyst materials are different.


To prevent cell voltage reversal during H2 fuel starvation, the first anode catalyst material in fuel cell X may include a first Pt-based alloy. The first Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In some embodiments, the binary Pt-M alloy may be PtxMy, where x=2y, x>0, and M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. For example, the binary Pt-M alloy is Pt0.67M0.33, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In some other embodiments, the binary Pt-M alloy may be Pt0.95M0.05, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. In yet some other embodiments, the binary Pt-M alloy may be Pt0.5M0.5, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Tl or Bi. The first Pt-based alloy may also be a ternary Pt-MI-MII alloy. In some embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd. The first Pt-based alloy may further be mixed with Ir, Ru and/or an Ir—Ru alloy. The first Pt-based alloy may also be mixed with Ir- or Ru-containing oxides, such as IrO2, RuO2, and/or Ir—Ru—O. Ir—Ru—O is a metal oxide of Ir and Ru. The first Pt-based alloy may be a nanoparticle having an average size in a range of 1 and 20 nm.


The second anode catalyst material in fuel cell Z may include a second Pt-based alloy. The second Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In some embodiments, the binary Pt-M alloy may be PtxMy, where x=2y, x>0, and M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. For example, the binary Pt-M alloy is Pt0.67M0.33, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In some other embodiments, the binary Pt-M alloy may be Pt0.95M0.05, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In yet some other embodiments, the binary Pt-M alloy may be Pt0.5M0.5, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. The second Pt-based alloy may also be a ternary Pt-MI-MII alloy. In some embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Ti, Au, Bi, Se, or Pd. The second Pt-based alloy may further be mixed with Ir, Ru and/or an Ir—Ru alloy. The second Pt-based alloy may also be mixed with Ir- or Ru-containing oxides, such as IrO2, RuO2, and/or Ir—Ru—O. Ir—Ru—O is a metal oxide of Ir and Ru. The second Pt-based alloy may be a nanoparticle having an average size in a range of 1 and 20 nm.


The third anode catalyst material in fuel cell Y may include a third Pt-based alloy. The third Pt-based alloy may be a binary Pt-M alloy, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In some embodiments, the binary Pt-M alloy may be PtxMy, where x=2y, x>0, and M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. For example, the binary Pt-M alloy is Pt0.67M0.33, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In some other embodiments, the binary Pt-M alloy may be Pt0.95M0.05, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. In yet some other embodiments, the binary Pt-M alloy may be Pt0.5M0.5, where M may be Ge, Se, Mo, Rh, Pd, Ag, Sn, Sb, W, Re, Os, Ir, Au, Ti or Bi. The third Pt-based alloy may also be a ternary Pt-MI-MII alloy. In some embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=2y=6z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-MI-MII alloy is Pt0.6MI0.3MII0.1, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In some other embodiments, the ternary Pt-MI-MII alloy may be PtxMIyMIIz, where x=6y=2z, x>0, MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. For example, the ternary Pt-alloy is Pt0.6MI0.1MII0.3, where MI may be Ru, Ge, or Mo, and MII may be Ir, Os, Tl, Au, Bi, Se, or Pd. In yet some other embodiments, the ternary Pt-based alloys may be PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd. The third Pt-based alloy may further be mixed with Ir, Ru and/or an Ir—Ru alloy. The third Pt-based alloy may also be mixed with Ir- or Ru-containing oxides, such as IrO2, RuO2, and/or Ir—Ru—O. Ir—Ru—O is a metal oxide of Ir and Ru. The third Pt-based alloy may be a nanoparticle having an average size in a range of 1 and 20 nm.


Continuing referring to FIG. 5, each of the first, second and third anode catalyst materials is supported on a catalyst support. For example, each of the first, second and third anode catalyst materials may be mixed with the catalyst support. Alternatively, each of the first, second and third anode catalyst materials may be coated onto the catalyst support. The catalyst support may be carbon black, fibrous carbon, graphite, graphene, graphene oxide, reduced graphene oxide, defective graphene, defected graphite, graphyne, titanium oxide (TiO, Ti2O3, or TiO2), tin oxide (SnO or SnO2), molybdenum oxide (MoOx, 0<x<3), niobium oxide (Nb2O5), magnesium titanium oxide (MgTi2O5-x, 0<x<5), titanium-tin oxide (TiSnOx, 0<x<4), or a combination thereof.


In addition to catalyst materials, catalyst loadings may also influence catalytic activities of a fuel cell stack. High catalyst loadings may extend a lifetime of the fuel cell stack and consequently boost the fuel cell stack performance. On the other hand, low catalyst loadings may accelerate catalyst consumption and affect fuel cell performance. Therefore, besides varying the anode catalyst materials according to the locations of the fuel cells in the fuel cell stack, dynamically allocating catalyst loadings in the fuel cells according to the locations of the fuel cells in the fuel cell stack may further improve the performance and durability of the fuel cell stack.


Apart from catalyst materials and catalyst loadings, other factors may also influence the performance and durability of the fuel cell stack. Some of these factors may include ionomers used in the MEAS of the fuel cells in the fuel cell stack. Therefore, varying the ionomers in the fuel cells based on the locations of the fuel cells in the fuel cell stack may also improve the performance and durability of the fuel cell stack.


Noted that a catalyst support, such as an anode catalyst support, may not be required for some types of electrochemical cells, such as electrolyzers.


While exemplary embodiments are described above, it is not intended that these embodiments describe all possible forms encompassed by the claims. The words used in the specification are words of description rather than limitation, and it is understood that various changes can be made without departing from the spirit and scope of the disclosure. As previously described, the features of various embodiments can be combined to form further embodiments of the present disclosure that may not be explicitly described or illustrated. While various embodiments could have been described as providing advantages or being preferred over other embodiments or prior art implementations with respect to one or more desired characteristics, those of ordinary skill in the art recognize that one or more features or characteristics can be compromised to achieve desired overall system attributes, which depend on the specific application and implementation. These attributes can include, but are not limited to cost, strength, durability, life cycle cost, marketability, appearance, packaging, size, serviceability, weight, manufacturability, ease of assembly, etc. As such, to the extent any embodiments are described as less desirable than other embodiments or prior art implementations with respect to one or more characteristics, these embodiments are not outside the scope of the disclosure and can be desirable for particular applications.

Claims
  • 1. An anode catalyst layer of an electrochemical cell comprising: an anode catalyst material, the anode catalyst material being a Pt-based alloy, the Pt-based alloy being a binary Pt-M alloy, where M is Ge, Se, Ag, Sb, Os, or Tl.
  • 2. The anode catalyst layer of the electrochemical cell of claim 1, wherein the binary Pt-M alloy is PtxMy, where x=2y, x>0, and M is Ge, Se, Ag, Sb, Os, or Tl.
  • 3. The anode catalyst layer of the electrochemical cell of claim 1, wherein the binary Pt-M alloy is Pt0.95M0.05, where M is Ge, Se, Ag, Sb, Os, or Tl.
  • 4. The anode catalyst layer of the electrochemical cell of claim 1, wherein the binary Pt-M alloy is Pt0.5M0.5, where M is Ge, Se, Ag, Sb, Os, or Tl.
  • 5. The anode catalyst layer of the electrochemical cell of claim 1, wherein the binary Pt-M alloy is mixed with Ir, Ru, an Ir—Ru alloy, IrO2, RuO2, and/or Ir—Ru—O.
  • 6. The anode catalyst layer of the electrochemical cell of claim 1, wherein the binary Pt-M alloy is a nanoparticle having an average size in a range of 1 to 20 nm.
  • 7. An anode catalyst layer of an electrochemical cell comprising: an anode catalyst material, the anode catalyst material being a Pt-based alloy, the Pt-based alloy being a ternary Pt-MI-MII alloy, where MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 8. The anode catalyst layer of the electrochemical cell of claim 7, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x=2y=6z, x>0, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 9. The anode catalyst layer of the electrochemical cell of claim 7, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x=6y=2z, x>0, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 10. The anode catalyst layer of the electrochemical cell of claim 7, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 11. The anode catalyst layer of the electrochemical cell of claim 7, wherein the ternary Pt-MI-MII alloy is mixed with Ir, Ru, an Ir—Ru alloy, IrO2, RuO2, and/or Ir—Ru—O.
  • 12. The anode catalyst layer of the electrochemical cell of claim 7, wherein the Pt-based alloy is a nanoparticle having an average size in a range of 1 to 20 nm.
  • 13. An electrochemical cell comprising: an anode catalyst layer having an anode catalyst material, the anode catalyst material being a Pt-based alloy, the Pt-based alloy being a binary Pt-M alloy, where M is Ge, Se, Ag, Sb, Os or Tl; or being a ternary Pt-MI-MII alloy, where MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd;a cathode catalyst layer; andan electrolyte membrane situated between the anode and cathode catalyst layers.
  • 14. The electrochemical cell of claim 13, wherein the binary Pt-M alloy is PtxMy, where x=2y, x>0, and M is Ge, Se, Ag, Sb, Os, or Tl.
  • 15. The electrochemical cell of claim 13, wherein the binary Pt-M alloy is Pt0.95M0.05, where M is Ge, Se, Ag, Sb, Os, or Tl.
  • 16. The electrochemical cell of claim 13, wherein the binary Pt-M alloy is Pt0.5M0.5, where M is Ge, Se, Ag, Sb, Os, or Tl.
  • 17. The electrochemical cell of claim 13, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x=2y=6z, x>0, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 18. The electrochemical cell of claim 13, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x=6y=2z, x>0, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 19. The electrochemical cell of claim 13, wherein the ternary Pt-MI-MII alloy is PtxMIyMIIz, where x+y+z=1, 0<x<0.5, 0<y<0.5, 0<z<0.5, MI is Ru, Ge, or Mo, and MII is Ir, Os, Tl, Au, Bi, Se, or Pd.
  • 20. The electrochemical cell of claim 13, wherein the Pt-based alloy is mixed with Ir, Ru, an Ir—Ru alloy, IrO2, RuO2, and/or Ir—Ru—O.