Patent Application
20230299325
The inventors thank King Fahd University of Petroleum and Minerals for support under NSTIP Project #15-ENE5317-04.
Some aspects of this technology were disclosed by Jamal H. Al-Smail in Optimal porosity design for gas diffusion layers of hydrogen fuel cells, Proceedings of the Conference on Summer Computer Simulation, SummerSim 2015, Chicago, IL, USA, Jul. 26-29, 2015. ACM 2015, ISBN 978-1-5108-1059-4, incorporated herein by reference in its entirety.
The invention relates to the fields of chemistry, materials science, and energy production, more specifically to gas diffusion layers for hydrogen fuel cells.
Mathematical models have proven useful in designing better fuel cells especially when the models are included in a so-called optimal design methodology. These models strive to provide a fuel cell design that maximizes current density with respect to either the dimensions of the cell's components or to its operating conditions.
In some models, the current density or the reaction rate is maximized with respect to the composition of the catalyst layer; see D. Song, Q. Wang, Z. Liu, T. Navessin, M. Eikerling, and S. Holdcroft. Numerical optimization study of the catalyst layer of PEM fuel cell cathode. Journal of Power Sources, 126((1-2):104-111, 2004].
In other models the current density is maximized with respect to operating conditions; see A. Mawardi, F. Yang, and R. Pitchumani. Optimization of the operating parameters of a proton exchange membrane feul cell for maximum power density. The Journal of Fuel Cell Science and Technology, 2(2): 121-135, 2005.
In some other models, the current density is also maximized with respect to the dimensions of the anode components; see M. Secanel, B. Carnes, A. Suleman, and N. Djilali. Numerical optimization of proton exchange membrane fuel cell cathode. Electrochimica Acta, 52(7): 2668-2682, 2007, for cathode components in M. Secanel, K. Karan, A. Suleman, and N. Djilali. Optimal design of ultra-low platinum PEMFC anode electrodes. Journal of the Electrochemical Society, 155(2): B125-B134, 2008; M. Secanel, R. Songprakorp, N. Djilali, and A. Suleman. Optimization of a proton exchange membrane fuel cell membrane electrode assembly. Structural and Multidisciplinary Optimization, 40:563-583, 2010, and with respect to the cathode CL in Dilger, C. Lizandara-Pueyo, M. Krumm and S. Polarz, Hierarchical Zinc Oxide Materials with Multiple Porosity Prepared by Ultrafast Temperature Gradient Chemical Gas-Phase Synthesis. Advanced Materials, 24, 543 (2011).
In addition, the effects of maximizing the current density with respect to both the cathode dimensions and the inlet pressure have been investigated; see M. Grujicic and K. Chittajallu. Optimization of the cathode geometry in the polymer electrolyte membrane (PEM) fuel cells. Chemical Engineering Science, 59:5883-5895, 2004.
Other work has investigated maximizing the current density with respect to some test geometries of the air channel; A. Kumar and R. G. Reddy. Effect of channel dimensions and shape in the flow-field distributor on the performance of polymer electrolyte membrane fuel cells. Journal of Power Sources, 113:11-18, 2003. Test geometries included rectangular, triangular and hemispherical air channels.
While maximizing the current density has been widely studied, providing a uniform current density has not be adequately investigated, though it was found that current distribution could be made more even by a platinum loading on the cathode catalyst part of a fuel cell. Moreover, past GDL models have kept its porosity constant; Jamal H. Al-Smail, Optimal porosity design for gas diffusion layers of hydrogen fuel cells, Proceedings of the Conference on Summer Computer Simulation, SummerSim 2015, Chicago, IL, USA, Jul. 26-29, 2015. ACM 2015, ISBN 978-1-5108-1059-4. However, GDL designs having a uniform porosity can generate hotspots and non-uniformly accumulate water (a reaction product of the hydrogen fuel and oxygen), in fuel cells where oxygen flows over a GDL as shown by
In view of the need for improvements in fuel cell efficiency, stability and economy, the present disclosure provides a method that forms a GDL having non-uniform porosity. This method shows that fuel cell efficiency can be improved by providing a GDL with non-uniform porosity that evenly distributes oxygen to the catalyst layer thus reducing local hotspots and water accumulation both of which reduce fuel cell efficiency and stability.
In a fuel cell containing a gas diffusion layer (“GDL”) having a uniform porosity oxygen pressure declines along the X-axis which results in a non-uniform oxidation rate and decreased efficiency of a fuel cell containing the GDL. Thus reaction rates between oxygen and fuel differ along the x axis as there is less oxygen available for downstream pores. The method and corresponding GDL of the present disclosure compensate for this decline because by providing a GDL having porosity along the x axis that is adjusted such that the fuel cell has a uniform reaction rate between oxygen and fuel over the length of the GDL. More specifically, in distinction to prior methods and GDL-containing fuel cells, the present disclosure uses a boundary condition during formation of the GDL to take into account the impact of an air channel/GDL interface porosity cost function so that oxygen is evenly distributed on the catalytic membrane. In one embodiment the method produces a GDL having an increasing porosity along its X-axis and a uniform porosity along its Y axis, where oxygen flows along the X-axis. GDLs made with this method uniformly distribute oxygen over the GDL so as to maximize oxidation of hydrogen fuel in the fuel cell, while reducing or eliminating local hotspots and local accumulations of water, a by-product of oxidation of hydrogen. These features increase fuel cell efficiency, stability, durability and lifetime, and reduce the costs of generating electricity from the fuel cell.
One embodiment of the invention is directed to a method for producing a gas diffusion layer (“GDL”) for a fuel cell which comprises a GDL having a length (x-axis) and height (y-axis) adjacent to a channel which has an inlet and an outlet through which oxygen flows;
where pg is gas density, pin is inlet pressure, pout is outlet pressure, is length of the GLD, and x is a space variable;
where co is oxygen mass fraction, ε is porosity of the gas diffusion layer, x is a space variable, cin is inlet oxygen mass fraction, and cout is outlet oxygen mass fraction, is length of the gas diffusion layer, and x is a space variable;
wherein the porosity of the GDL along its length ε=ε(x) is represented by the minimizing cost functional E:
wherein co is obtained from solution of boundary condition (6), and a and b are chosen non-dimensional scalars and M is the catalyst layer,
inserting the gas diffusion layer having non-uniform porosity along its length or x-axis based on boundary condition (6) and minimization of cost functional (7) in a fuel cell. In (7) a and b determine preference factors toward uniform distribution of oxygen (by factor a) or maximizing oxygen for reaction (by factor b).
In some embodiments, the method may further include determining the values below:
E(ε*;U*)=min E(ε; U), subject to A(ε; U)=0; wherein said solution is a minimizer of Lagrangian L, defined as (ε ,W , Λ) :=E(ε; W) +ΛA(ε; W); and
In other embodiments, this method may further include identifying a local minimizer (ε*,U*, Λ*) of the Lagrangian L that satisfies L(ε*,U*,Λ*)=0; comprising:
∂εL(ε*, U*,Λ*)=∂ε(ε*;U*)+Λ*∂εA(ε*;U*)=0;
∂W L(ε*, U*,Λ*)=∂W(ε*;U*)+Λ*∂WA(ε*;U*)=0;
∂WL(ε*,U*,Λ*)=A(ε*;U*)=0.
In some embodiments of this method, the porosity εn, preferably ranges from 0.4, 0.45, 0.5, 0.55, 0.6, 0.65, 0.7, 0.75 to 0.8 and a parameter δn is selected which keeps porosity within this range.
In other embodiments of the present disclosure the dimensions of the GDL along an x-, y- and z-axis are suitable for incorporating the GDL into a hydrogen fuel cell. For example, a ratio of length to thickness
of the GDL can range from about 10:1, 20:1, 30:1, 40:1, 50:1, 60:1, 70:1, 80:1, 90:1 to 100:1 or any intermediate ratio or value within this range. Preferably, the thickness will range from about 50:1, 60:1, to 70:1. The GDL is arranged in a fuel cell next to a flow of oxygen which in most embodiments is contained in a gas or liquid. The flow along the length of the GDL may be linear or curved or follow other paths between an input and outlet for the flow.
In other embodiments, the porosity along the length of the GDL is selected so as to maximize electrical output when the oxygen mass fraction decreases over the length of the GDL by about 5, 10, 20, 30, 40, 50, 60, 70, 80, 90 or >90% based on the mass fraction oxygen out (cout) divided by the mass fraction of oxygen in (cin). For example, the porosity along the length of the GDL can be selected so as to maximize electrical output when the oxygen mass fraction decreases over the length of the GDL by about 50, 55, 60, 65, to about 70% based on the mass fraction oxygen out (cout) divided by the mass fraction of oxygen in (cin).
Advantageously, this method for forming the GDL may rely on automatically calculating and solving the equations disclosed herein, for example, by using a computer program or by use of a computer or microprocessor, for example, using software containing the steps described by the program in
Another embodiment of the invention is directed to a cathode gas diffusion layer (GDL) made by the method disclosed herein which has a porosity gradient along its length (x-axis) which typically has increasing porosity along the direction of oxygen flow along the x-axis or length of the GDL. The porosity gradient may span a range of porosity for example from a lower limit of about 0 to about 90% to an upper, greater limit of about >0 to 95% porosity along the length or x-axis of a GDL. For example, the porosity along a porosity gradient can range from about 20 to 80%, about 40 to 70%, or about 50 to 60% along the length or x-axis of the GDL, where porosity is a percentage of a surface or volume of the GDL containing pores. Porosity can range from 40% to 80%. An optimum graduating porosity GDL helps control the gas flow resulting in a uniform catalytic reaction between oxygen and hydrogen.
The GDL of the invention preferably has a quality of oxygen distribution (QD) that exceeds that of otherwise similar GDL having a fixed porosity. The QD of a GDL of the invention may be 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99 or >99%. Preferably, the QD will be at least 95% for the GDL of the invention. A comparison between a GDL of the invention having a variable porosity or porosity gradient may be made to a control GDL having fixed porosity where the overall porosity of both GDLs is the same.
Another embodiment of the invention is directed to a hydrogen fuel cell or fuel cell assembly comprising a hydrogen fuel, an anode, electrolyte, cathode catalyst layer, the cathode GDL as disclosed herein with variable or customized porosity along its length, and, adjacent to the GDL, a channel which has an inlet and an outlet through which oxygen flows.
Yet another embodiment of the invention is directed to a method for producing electricity comprising operating the hydrogen fuel cell as disclosed herein by supplying it with a hydrogen fuel and a flow of oxygen. In some embodiments of this method the porosity of the cathode GDL and operating conditions are selected to minimize total variation of oxygen distribution on the catalyst layer. In other embodiments of this method the porosity of the cathode GDL and operating conditions are selected to maximize the amount of oxygen on the catalyst layer. In still other embodiments of this method, the porosity of the cathode GDL and operating conditions are selected to minimize local hot spots on the catalyst layer and/or minimize local accumulation of water on the catalyst layer compared to an otherwise similar method using a GDL having constant porosity. For example, it may reduce the number or intensity of local hotspots or accumulation of a wt % of water by at least 5, 10, 20, 30, 40, 50, 60, 70, 80, or 90% compared to a method using an otherwise similar GDL having the same overall porosity but a fixed porosity over the entire GDL. In some embodiments, this method will produce at least 5, 10, 20, 30, 40, 50, 60, 70, 80, 90% more electricity or provide a more even and reliable current than an otherwise similar method using a fuel cell containing a GDL having a fixed porosity.
The foregoing paragraphs have been provided by way of general introduction, and are not intended to limit the scope of the following claims. The described embodiments, together with further advantages, will be best understood by reference to the following detailed description taken in conjunction with the accompanying drawings.
) and thickness (h).
As detailed herein, the invention is directed to a method for designing and making an efficient and stable gas diffusion layer for a fuel cell as well as the gas diffusion layer itself, a fuel cell containing the gas diffusion layer and to efficient methods for generating electricity using fuel cells containing the gas diffusion layer with a porosity gradient.
Fuel cells, such as hydrogen fuel cells and their components are known. Typically, a polymer electrolyte membrane (“PEM”) fuel cell comprises a membrane electrode assembly (“MEA”) which contains gas diffusion and catalyst layers.
The methods disclosed herein are applicable for any type of fuel cell and can (i) minimize the total variation of the reacting species (in one case oxygen and hydrogen over catalyst layer M) and (ii) maximize electrical or energy output.
The polymer electrolyte membrane (“PEM”) or proton exchange membrane is a specially treated material similar in appearance to ordinary kitchen plastic wrap which conducts only positively charged ions and blocks electrons. The PEM is the key to the fuel cell technology; it preferably permits only the necessary ions to pass between the anode and cathode. Other substances passing through the electrolyte may otherwise disrupt the chemical reaction. For transportation applications, the membrane is very thin—in some cases under 50 microns, preferably under 40 microns, under 30 microns, under 20 micros or under 10 microns.
A layer of catalyst is added on both sides of the membrane—the anode layer on one side and the cathode layer on the other. Conventional catalyst layers include nanometer-sized particles of platinum dispersed on a high-surface-area carbon support. This supported platinum catalyst is mixed with an ion-conducting polymer (ionomer) and sandwiched between the membrane and the GDLs. On the anode side, the platinum catalyst enables hydrogen molecules to be split into protons and electrons. On the cathode side, the platinum catalyst enables oxygen reduction by reacting with the protons generated by the anode, producing water. The ionomer mixed into the catalyst layers allows the protons to travel through these layers.
The GDLs preferably sit outside the catalyst layers and facilitate transport of reactants into the catalyst layer, as well as removal of product water. Each GDL is typically composed of a sheet of carbon paper in which the carbon fibers are partially coated with polytetrafluoroethylene (PTFE). Gases diffuse rapidly through the pores in the GDL. These pores are kept open by the hydrophobic PTFE, which prevents excessive water buildup. In many cases, the inner surface of the GDL is coated with a thin layer of high-surface-area carbon mixed with PTFE, called the microporous layer. The microporous layer can help adjust the balance between water retention (needed to maintain membrane conductivity) and water release (needed to keep the pores open so hydrogen and oxygen can diffuse into the electrodes).
Components used to incorporate an MEA into a fuel cell can include gaskets, which provide a seal around the MEA to prevent leakage of gases, and bipolar plates, which are used to assemble individual PEM fuel cells into a fuel cell stack and provide channels for the gaseous fuel and air. Each individual MEA produces less than 1 V under typical operating conditions, but most applications require higher voltages. Therefore, multiple MEAs are usually connected in series by stacking them on top of each other to provide a usable output voltage. Each cell in the stack is sandwiched between two bipolar plates to separate it from neighboring cells. These plates, which may be made of metal, carbon, or composites, provide electrical conduction between cells, as well as providing physical strength to the stack. The surfaces of the plates typically contain a “flow field,” which is a set of channels machined or stamped into the plate to allow gases to flow over the MEA. Additional channels inside each plate may be used to circulate a liquid coolant.
Each MEA in a fuel cell stack is sandwiched between two bipolar plates, but gaskets must be added around the edges of the MEA to make a gas-tight seal. These gaskets are usually made of a rubbery polymer. Advantageously, in some embodiments carbon fiber can be used for the GDL and platinum for the CL.
A basic schematic of a hydrogen fuel cell is shown by
The gas diffusion layer (GDL) is a core component of a fuel cell and is commonly composed of non-woven carbon fiber, e.g., carbon fiber paper, or woven carbon cloth. The main function of the GDL is to provide conductivity (e.g., gaseous flow conductivity and/or electrical conductivity), and help gases to come in contact with the catalyst. The GDL electrically connects the catalyst and current collector. It is porous, electrically conductive, and thin. The reactants must be able to reach the catalyst, but conductivity and porosity can act as opposing forces. Preferably, the GDL is composed of about one third Nafion-type or about 15% PTFE. The carbon particles preferably used in the GDL can be larger than those employed in the catalyst because surface area is not the most important variable in this layer. GDL should be around 10-50 μm thick, preferably 15-40 μm, 20-35 μm, 25-30 μm thick to balance needed porosity with mechanical strength. Often, an intermediate porous layer is added between the GDL and catalyst layer to ease the transitions between the large pores in the GDL and small porosity in the catalyst layer. Since a primary function of the GDL is to help remove water, a product, flooding can occur when water effectively blocks the GDL. This limits the reactants ability to access the catalyst and significantly decreases performance. Teflon can be coated onto the GDL to limit the possibility of flooding. Several microscopic characteristics in the GDLs such as porosity, tortuosity and permeability can be affected by the particle size. These variables have incidence over the behavior of the fuel cells.
Two major GDL substrates are carbon cloth and paper, The GDL can be made by weaving carbon fibers into a carbon cloth, such as GDL-CT or ELAT or by pressing carbon fibers together into a carbon paper such as Sigracet®, or those made by Freudenberg or Toray. Porosity of a GDL material can be varied by selection of a type of substrate or by selection of particular weaving methods. Many standard GDLs contain a microporous layer (MPL) and are treated with materials such as PTFE to make them more hydrophobic. The MPL typically provides a smooth layer with plenty of surface area for catalyst and good contact with the membrane. The MPL often uses PTFE as a binder that increases hydrophobicity and which helps keep the water within the membrane from escaping and drying out the membrane and causing higher resistance (lower performance). An additional PTFE coating(s) on the MPL surface may be applied to further augment this.
A GDL essentially acts as an electrode that facilitates diffusion of reactants across the catalyst layered membrane. The surface area and porosity of the GDL are what allow for the reactants in the channels of the bipolar plate to diffuse along the active area (catalyst area) of the membrane. With the increased surface area that the GDL provides, transportation of electricity from each individual catalyst site in the Membrane Electrode Assembly (MEA) to the current collectors increases. The GDL also helps remove by-produced water from the catalyst layer and prevents chamber flooding and can keep some water on the catalyst layer surface to improve conductivity throughout the membrane. A GDL also allows for heat transfer during fuel cell operation. Any method that results in producing a GDL having variable porosity can be used.
The invention is includes a method of making a GDL that permits reaction of oxygen and hydrogen gases in a cathode part of a hydrogen fuel cell. The GDL can be viewed as a two dimensional nonlinear, coupled system of Darcy, continuity, and convection-diffusion equations, incorporated with suitable boundary conditions to model or represent electrochemical reactions in a cathode catalyst.
The GDL is formed to provide (i) an oxygen-hydrogen reaction rate that is even (e.g., consistent) over the length of the catalyst layer thus avoiding undesired accumulation of heat and water and improving fuel cell stability; and (ii) a fuel cell catalyst layer that has a high electricity output for a fuel cell having a catalyst layer with variable porosity along the x-axis.
The GDL structure may be tailored with a porosity gradient such that when used as a GDL in a fuel cell it attains a uniform reaction rate over the GDL, reduces undesired accumulation of heat and water in portions of the GDL and efficiently produces electricity from hydrogen and oxygen.
Fuel cells are electrochemical devices that convert the chemical energy of reactants into electricity through chemical reactions. The invention as disclosed herein is based on hydrogen fuel cells in which the reactants are hydrogen gas as fuel and oxygen gas preferably present in the air as an oxidant.
The techniques disclosed herein are applicable for any kind of fuel cell as they control fluid by (i) minimizing total variation of the reacting species such as hydrogen and oxygen and (ii) by maximizing electrical or energy output.
One stack of a hydrogen fuel cell preferably contains three parts: a cathode, an anode and a membrane that separates the cathode and the anode. The cathode and anode both contain a flow channel, a gas diffusion layer, and a catalyst layer.
The invention focuses on the cathode part of a hydrogen fuel cell as shown in
The hydrogen fuel cell works as follows. Oxygen gas (or air) is delivered in the cathode flow channel (400) while hydrogen gas is delivered in the anode flow channel. Both oxygen and hydrogen diffuse through the cathode/anode GDLs and reach their CLs.
On the other hand, the electrons are passed to the cathode side via an external circuit, and through which the electrical current is utilized to supply electricity to an external device.
The following electrochemical reaction takes place at the cathode CL:
From reaction (1), the current density of electrons is proportional to the amount of oxygen entering the reaction. The output of this reaction is heat and water. However, both water and heat can reduce the lifetime of the cell if their distribution over the CL is uneven. When water accumulates in local regions of the gas diffusion layer or catalyst layer of the cathode it prevents the oxygen from entering the reaction. When the gas diffusion layer or catalyst layer is overheated in some regions, it hydrates and does not transport the protons needed for the reaction. Hence, the reaction becomes limited or inactive in case of accumulation of water or heat. Consequently, the capacity of the catalyst layer, which is often made of expensive platinum, is not entirely utilized.
The method as disclosed herein solves these problems of accumulation of heat in the membrane or water in the cathode CL by providing a GDL having a tailored porosity gradient that permits the oxidation of hydrogen to take place at equal rates over the CL, thus reducing local accumulations of water and heat. The method disclosed herein produces a GDL that uniformly distributes both water and heat over the CL (M, 100) thus making a fuel cell more stable and efficient.
The method of the invention provides an even oxygen-hydrogen reaction rate over the catalyst layer of a fuel cell, thus avoiding the local accumulation of heat and water. Preferably the reaction rate does not vary by more than 30%, preferably no more than 20%, no more than 10% or no more than 5% between the upstream end and downstream ends of the catalyst layer. This also increases the life and stability of the fuel cell, as well as its efficiency. The method provides a gas diffusion layer having a tailored porosity that maximizes the electrical output of a fuel cell. The structure described herein differs from the model described by Jamal H. Al-Smail, Optimal porosity design for gas diffusion layers of hydrogen fuel cells, Proceedings of the Conference on Summer Computer Simulation, SummerSim 2015, Chicago, IL, USA, Jul. 26-29, 2015. ACM 2015, ISBN 978-1-5108-1059-4 because it uses a superior porosity design and porosity gradient. Fuel cell performance of the GDL and fuel cell of the present disclosure are provided by incorporating boundary condition (6) disclosed herein, which involves a porosity factor which takes into account the impact of an air channel-GDL interface porosity. Moreover, cost function (7) also disclosed herein meets the objectives of distributing oxygen molecules evenly on the catalyst layer and maximizing usable oxygen molecules on the catalyst layer. One example of the method of determining and designing these characteristics is described by the Comsol Script code shown in
The fluid dynamics taking place in the gas diffusion layer (GDL) or domain (G) are modeled as described herein. This fluid dynamics consider a cross-section to be along the length (x-axis) of a GDL since it is the direction in which the gas pressure.
The z-axis is typically a non-critical variable because the drop in the oxygen mass fraction occurs mainly along the streamline or x-axis.
State variables are the gas mixture velocity ug=(u1, u2), gas mixture pressure pggas mixture density pg, and oxygen mass fraction co.
These variables are functions of the space variables (x, y) ∈G=[0,]×[0,h], where
and h are the length and thickness of the GDL, respectively. Thickness measures the distance between the outer surface of the GDL in contact with the flow of oxygen (interface 1 in
All variables and parameters are defined in Table 1 and Table 2. Variables a and b are non-dimensional.
, h)
], inlet/outlet pressure
This model assumes that the system is in a steady state, isothermal, and single-gas phase.
State equations in domain G, the gas diffusion layer: the gas velocity and pressure satisfy the Darcy and continuity equations, respectively:
The Darcy equation (2) provides the gas conservation of momentum in a porous medium. Here, K(ε) denotes the permeability of the GDL with a porosity ε=ε(X), and μ is the gas dynamic viscosity.
provides the mass conservation of the gas mixture. The right-hand side of equation (3) is zero since the gas is nonreactive in the GDL.
The mass conservation of oxygen is given by the convection-diffusion equation:
where Doeff(x):=ε1.5(x) Do denotes the effective diffusivity of oxygen at x, and Do is the oxygen diffusivity. The effective diffusivity is used to account for the porosity function ε=ε(X), which is designed as described below.
The gas density pgis usually defined in terms of the state variables through the ideal gas law; however, to simplify the calculations since its impact is small it is taken to be constant.
Boundary conditions. On boundary (I), the Dirichlet conditions for both pg and co are taken, for instance:
where pin, pout, cin, cout are given parameters in Table 2. Boundary condition (6) provides a realistic model by making oxygen mass entering the GDL depend on GDL porosity. Unlike prior models, Boundary condition (6) as disclosed herein takes into account porosity graduation along the GDL which impacts fluid flow across this boundary.
On wall boundaries (W), wall conditions the normal fluxes of the gas mixture and oxygen are taken to equal to zero,
where n denotes the outward unit vector to boundaries of G.
On boundary (M), reaction (1) is described by prescribing the normal fluxes of the gas mixture and that of oxygen:
(pgug)·n=−rgco,
(−εDoeffpg∇co+εpgcoug)·n=roco,
(pgug)·n=(−εDoeffpg∇co+εpgcoug)·n =0,
where the parameters ro and rg denote the consumption factors for the oxygen and gas mixture. The consumption rate of oxygen is roco, and the production rate of water is proportional to this rate.
The above system of state equations and boundary conditions has a unique structure and solution and is set to have a unique solution that simulates fluid flow.
Porosity is determined using the porosity function ε=ε(x) of the GDL as shown below. The porosity function ε is preferably a minimizer of the following cost functional E,
where co is obtained from the solution of the state equations and boundary conditions.
The first term of (7) minimizes the total variation of oxygen over the catalyst layer (M). Hence, this results permits Reaction (1) to take place uniformly over the CL, as the reaction rate (oxygen consumption) is proportional to the oxygen mass fraction, ro co.
The second term of the (7) (with the minus sign) maximizes the total amount of oxygen over the CL so that the current density or electrical production is maximized.
Assuming U=(ug,pg,co) denote the state variables defined in G , that is U =U(x,y). Then, the system of the state equations together boundary conditions is schematically written as the following problem. For a given ε, find U satisfying A(ε;U) =0.
Find a smooth function ε*=ε*(x) such that
E(ε*;U*)=min E (ε;U),
Subject to: A(ε;U)=0.
The solution (ε*,U*) is a minimizer of the Lagrangian L defined as
L(ε,W,Λ):=E(ε;W)+ΛA(ε; W). . .
A local minimizer (ε*, U*, Λ*) of the Lagrangian must satisfy the necessary condition:
∇L(ε*;U*, Λ*)=0
involves solving three problems:
∂εL(ε*,U*,Λ*)=∂εE(ε*;U*)+Λ*∂εA(ε*;U*)=0Constraint equation:
∂WL(ε*,U*, Λ*)=∂WE (ε*;U*)+Λ*∂WA(ε*;U*)=0Adjoint equation:
State equation:
∂ΛL(ε*,U*, Λ*)=A(ε*;U*)=0
The numerical methods are briefly sketched out in the following steps. Ordinarily a computer program is used to execute these steps, such as that described by
The state and adjoint equations in steps 2 and 3 are written in standard weak formulations. A finite element method is then implemented to discretize the solution, and Newton's method is used to solve the nonlinear systems of state and adjoint.
The optimal tailored-porosity design is obtained by iterating the above algorithm by using the Gradient-Descent method. The stopping criterium is when |εn+1(x)−εn(x)| becomes sufficiently small.
The numerical results of the above optimization problem (7) are presented below. The numerical results are preferably obtained using a Comsol script code, such as that shown by
These numerical results also show the solution to the optimization problem (7) for different cases:
When a GDL has a constant porosity, there is a variation of oxygen in the CL, which leads to non-uniform reaction rates and consequently accumulation of heat and water as shown. These problems become much serious when the aspect ratio of the GDL's dimensions
is large. Here the ratio is
which is large enough. The larger the ratio is, the greater depletion of oxygen along the air flow channel due to the pressure drop between the inlet and the outlet of the air channel as illustrated by
These cases show that a constant porosity design for a GDL cannot resolve the issue of the oxygen variation on the CL. The higher the porosity is, the higher the mass fraction will be, yet the problem of the oxygen variation is present.
In contrast, the invention provides a way to effectively tailor the porosity of a GDL and resolve the issues of non-uniform reaction rates on the CL while maximizing oxygen mass fraction. The present disclosure includes a method that includes using equation (7) to reveal the best tailored-porosity design for a GDL. The three cases described by Examples 1-3 below exemplify this process. The iterations, which are shown in grayscales, of the optimization process start with an initial constant porosity ε(x)=0.5. The interations stop when converging to the tailored-porosity design (dashed).
Example 1. Case 1: Only minimizing the total variation of oxygen on the CL.
A tailored-porosity design for this case is given the dashed curve in
Example 2. Case 2: Considering both the total variation of oxygen and the total amount of oxygen on the CL. In this case, the objective was to minimize variation of oxygen is minimized and the amount of oxygen maximized over the CL to provide an even and uniform distribution of oxygen.
Moreover, the amount of oxygen has increased due to involving the maximizing term (the second term) of equation (7). This case shows that a select tailored-porosity design serves to provide both a uniform oxygen distribution while maintaining as much of it as possible.
Example 3. Case 3: Considering minimizing the total variation of oxygen but mainly maximizing the amount of oxygen on the CL. In this case, the total amount of oxygen is maximized in favor of its uniform distribution.
Measurement of oxygen on the catalyst layer (“CL”). A measurement of the quality of oxygen distribution on the CL is defined by:
where cave is the oxygen average on the CL, and Cvar is the average of the total variation of oxygen on the CL.
The quality of oxygen distribution, denoted as QD, on the CL is defined as follows:
Constant porosity designs. For the cases of constant porosity designs, the table below shows that as the porosity increases, the oxygen average increases, but the 0%. does not change and remains at 79.6%; see
The table below gives the oxygen average and the quality of oxygen distribution for the three cases involving tailored porosity: Case 1, Case 2, and Case 3; see also
The results shown above show that when a GDL has a high geometry aspect ratio, the oxygen distribution cannot be uniform due to pressure drop along the length (x-axis) of the GDL of a hydrogen fuel cell. Based on this finding, innovative non-uniform porosity designs for a GDL are described which permit (i) the oxygen distribution over the cathode catalyst layer to be uniform leading to a stable fuel cell so that electrochemical reaction (1) takes place uniformly over the catalyst layer; prevent accumulation of water on the GDL which can block catalytic sites and reduce fuel cell efficiency, and prevent heat accumulation which keeps the membrane hydrated and maintains its ability to transport proteins, which also increases fuel cell efficiency. Furthermore, the designs keep the amount of oxygen at a maximum so that the reaction rate (which is proportional to the oxygen flux or current density) increases to maximize the electricity production of the cell. The methods for producing a GDL disclosed herein are flexible can be adjusted when considering different fuel cell fuel sources, such as gases like natural gas, propane and butane. GDLs suitable for fuel cells oxidizing these other fuel sources can benefit from the methods disclosed herein.
Example 4. One example of a computer program to carry out calculation for the method of the invention is shown by
The headings (such as “Background” and “Summary”) and sub-headings used herein are intended only for general organization of topics within the present invention, and are not intended to limit the disclosure of the present invention or any aspect thereof. In particular, subject matter disclosed in the “Background” may include novel technology and may not constitute a recitation of prior art. Subject matter disclosed in the “Summary” is not an exhaustive or complete disclosure of the entire scope of the technology or any embodiments thereof. Classification or discussion of a material within a section of this specification as having a particular utility is made for convenience, and no inference should be drawn that the material must necessarily or solely function in accordance with its classification herein when it is used in any given composition.
As used herein, the singular forms “a”, “an” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise.
It will be further understood that the terms “comprises” and/or “comprising,” when used in this specification, specify the presence of stated features, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, steps, operations, elements, components, and/or groups thereof.
As used herein, the term “and/or” includes any and all combinations of one or more of the associated listed items and may be abbreviated as “/”.
Links are disabled by deletion of http: or by insertion of a space or underlined space before www. In some instances, the text available via the link on the “last accessed” date may be incorporated by reference.
As used herein in the specification and claims, including as used in the examples and unless otherwise expressly specified, all numbers may be read as if prefaced by the word “substantially”, “about” or “approximately,” even if the term does not expressly appear. The phrase “about” or “approximately” may be used when describing magnitude and/or position to indicate that the value and/or position described is within a reasonable expected range of values and/or positions. For example, a numeric value may have a value that is +/−0.1% of the stated value (or range of values), +/−1% of the stated value (or range of values), +/−2% of the stated value (or range of values), +/−5% of the stated value (or range of values), +/−10% of the stated value (or range of values), +/−15% of the stated value (or range of values), +/−20% of the stated value (or range of values), etc. Any numerical range recited herein is intended to include all sub-ranges subsumed therein.
Disclosure of values and ranges of values for specific parameters (such as temperatures, molecular weights, weight percentages, etc.) are not exclusive of other values and ranges of values useful herein. It is envisioned that two or more specific exemplified values for a given parameter may define endpoints for a range of values that may be claimed for the parameter. For example, if Parameter X is exemplified herein to have value A and also exemplified to have value Z, it is envisioned that parameter X may have a range of values from about A to about Z. Similarly, it is envisioned that disclosure of two or more ranges of values for a parameter (whether such ranges are nested, overlapping or distinct) subsume all possible combination of ranges for the value that might be claimed using endpoints of the disclosed ranges. For example, if parameter X is exemplified herein to have values in the range of 1-10 it also describes subranges for Parameter X including 1-9, 1-8, 1-7, 2-9, 2-8, 2-7, 3-9, 3-8, 3-7, 2-8, 3-7, 4-6, or 7-10, 8-10 or 9-10 as mere examples. A range encompasses its endpoints as well as values inside of an endpoint, for example, the range 0-5 includes 0, >0, 1, 2, 3, 4, <5 and 5.
As used herein, the words “preferred” and “preferably” refer to embodiments of the technology that afford certain benefits, under certain circumstances. However, other embodiments may also be preferred, under the same or other circumstances. Furthermore, the recitation of one or more preferred embodiments does not imply that other embodiments are not useful, and is not intended to exclude other embodiments from the scope of the technology.
As referred to herein, all compositional percentages are by weight of the total composition, unless otherwise specified. As used herein, the word “include,” and its variants, is intended to be non-limiting, such that recitation of items in a list is not to the exclusion of other like items that may also be useful in the materials, compositions, devices, and methods of this technology. Similarly, the terms “can” and “may” and their variants are intended to be non-limiting, such that recitation that an embodiment can or may comprise certain elements or features does not exclude other embodiments of the present invention that do not contain those elements or features.
Although the terms “first” and “second” may be used herein to describe various features/elements (including steps), these features/elements should not be limited by these terms, unless the context indicates otherwise. These terms may be used to distinguish one feature/element from another feature/element. Thus, a first feature/element discussed below could be termed a second feature/element, and similarly, a second feature/element discussed below could be termed a first feature/element without departing from the teachings of the present invention.
Spatially relative terms, such as “under”, “below”, “lower”, “over”, “upper”, “in front of” or “behind” and the like, may be used herein for ease of description to describe one element or feature's relationship to another element(s) or feature(s) as illustrated in the figures. It will be understood that the spatially relative terms are intended to encompass different orientations of the device in use or operation in addition to the orientation depicted in the figures. For example, if a device in the figures is inverted, elements described as “under” or “beneath” other elements or features would then be oriented “over” the other elements or features. Thus, the exemplary term “under” can encompass both an orientation of over and under. The device may be otherwise oriented (rotated 90 degrees or at other orientations) and the spatially relative descriptors used herein interpreted accordingly. Similarly, the terms “upwardly”, “downwardly”, “vertical”, “horizontal” and the like are used herein for the purpose of explanation only unless specifically indicated otherwise.
When a feature or element is herein referred to as being “on” another feature or element, it can be directly on the other feature or element or intervening features and/or elements may also be present. In contrast, when a feature or element is referred to as being “directly on” another feature or element, there are no intervening features or elements present. It will also be understood that, when a feature or element is referred to as being “connected”, “attached” or “coupled” to another feature or element, it can be directly connected, attached or coupled to the other feature or element or intervening features or elements may be present. In contrast, when a feature or element is referred to as being “directly connected”, “directly attached” or “directly coupled” to another feature or element, there are no intervening features or elements present. Although described or shown with respect to one embodiment, the features and elements so described or shown can apply to other embodiments. It will also be appreciated by those of skill in the art that references to a structure or feature that is disposed “adjacent” another feature may have portions that overlap or underlie the adjacent feature.
The description and specific examples, while indicating embodiments of the technology, are intended for purposes of illustration only and are not intended to limit the scope of the technology. Moreover, recitation of multiple embodiments having stated features is not intended to exclude other embodiments having additional features, or other embodiments incorporating different combinations of the stated features. Specific examples are provided for illustrative purposes of how to make and use the compositions and methods of this technology and, unless explicitly stated otherwise, are not intended to be a representation that given embodiments of this technology have, or have not, been made or tested.
All publications and patent applications mentioned in this specification are herein incorporated by reference in their entirety to the same extent as if each individual publication or patent application was specifically and individually indicated to be incorporated by reference, especially referenced is disclosure appearing in the same sentence, paragraph, page or section of the specification in which the incorporation by reference appears.
The citation of references herein does not constitute an admission that those references are prior art or have any relevance to the patentability of the technology disclosed herein. Any discussion of the content of references cited is intended merely to provide a general summary of assertions made by the authors of the references, and does not constitute an admission as to the accuracy of the content of such references.
| Number | Date | Country | |
|---|---|---|---|
| Parent | 16588166 | Sep 2019 | US |
| Child | 18310560 | US |
