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              Electrochemical Engineering                                                                 155

                To date, most simulations have been based on the finite  pirical data. If operation significantly below the limiting
              difference technique or the finite element method. In both  current is anticipated, concentration overpotentials can be
              methods the domain of interest is divided into smaller  neglected; at higher current densities concentration over-
              subdomains. Trial solutions for one of the variables are  potential estimates are obtainable from Eq. (27).
              assumed, and these are corrected through continued it-  Current efficiency is defined as the fraction of the total
              eration. Convergence is assumed when the solutions do  current participating in the desired reaction. The portion
              not change significantly between iterations. While con-  of the current that produces undesired products is usu-
              vergence for secondary and tertiary current distribution  ally a function of the current density; generally, parasitic
              problems is not ensured, general techniques for promot-  reactions are more likely to be favored at higher current
              ing convergence are available.                    densities. Overall energy efficiency is the product of the
                In most cases the accuracy of the solution increases  voltage efficiency times the current efficiency. In an op-
              as the domain of interest is more finely divided; how-  timization it is useful to examine the magnitudes of the
              ever, the computer calculation time also increases with the  losses from the various sources and to determine whether
              finer division. An advantage of using finite element and fi-  the major losses can be minimized.
              nite difference techniques is that commercial routines are  Consider the production of chlorine and caustic soda
              available to solve some of the pertinent euqations.  from brine. This process is one of the most important com-
                Other methods such as orthogonal collocation and  mercial, electrolytic syntheses; worldwide production of
              boundary element techniques have also been used. The  chlorine is currently 30 million tons per year. In one elec-
              relative advantages of using the various methods usually  trochemical route the overall reaction is
              involve trade-offs among factors such as programming
                                                                    2 NaCl + 2H 2 O = 2 NaOH + Cl 2 + H 2 ,  (31)
              ease, accuracy of solution, storage capability of the com-
              puter, and availability of software.              and the electrode reactions are
                                                                       2Cl = Cl 2 + 2 e   at the anode    (32)
                                                                           −
              B. Technical Factors
                                                                                   −
                                                                  2H 2 O + 2e = 2OH + H 2    at the cathode. (33)
              Effective system design depends on the proper application                                     2
                                                                A modern cell operates at approximately 300 mA/cm
              of the principles of thermodynamics, kinetics, and trans-
                                                                     ◦
                                                                and 85 C; the anode electrolyte (anolyte) is 15% NaCl,
              port phenomena. Reliable design data are invariably ob-
                                                                and the cathode electrolyte (catholyte) is 30% NaOH. A
              tained empirically because ab initio computation of design
                                                                breakdown of the thermodynamic potential and the volt-
              parameters, such as kinetic quantities, are not sufficiently
                                                                age losses appears in Table III.
              reliable for engineering purposes.
                                                                  It is clear that most of the applied voltage is required
                From the basic principles we can make preliminary de-
                                                                for the decomposition process. The voltage efficiency is
              sign estimates. Inefficiencies in a system arise because
                                                                2.2 V/3.7 V = 0.6, (i.e., 60% of the potential drop is re-
              of voltage losses and because all of the current does not
                                                                quired to carry out the reaction). The remaining 40% of
              enter into the desired reactions. The minimum potential
                                                                the potential is converted into heat by various irreversible
              required to perform an electrolytic reaction is given by
                                                                processes. When this reaction is carried out in a modern
              the reversible cell potential, a thermodynamic quantity.
                                                                cell, the current efficiency is quite high, usually more than
              Additional voltage that must be applied at the electrodes
                                                                95%. Overall energy efficiency for this process is just un-
              represents a loss that is manifested in a higher energy
                                                                der 60%.
              requirement. The main causes of voltage loss are ohmic
                                                                  From this simple analysis the distribution of energy
              drops and overpotentials. The applied potential is equal to
                                                                losses is immediately apparent. While there are several
              thesumofthelossesplusthethermodynamicrequirement:
                                                                general techniques that can be used to increase efficiency,

                  V applied = E +  V ohm +  η si +  η ci  (30)
                                       i       i
                                                                     TABLE III Components of the Applied Potential
              Ohmic losses can result from a variety of causes: resis-  in a Chlor–Alkali Cell
              tance to ion flow in the electrolyte, resistance in the bus
                                                                     Thermodynamic potential         2.2 V
              bars, and resistance in membranes used to separate an-
                                                                     Anodic overpotential            0.1
              ode and cathode electrolytes. The magnitude of the resis-
                                                                     Ohmic losses                    0.6
              tances may change with time as films build up on electrode
                                                                     Membrane loss                   0.5
              surfaces or as membranes become contaminated. Surface
                                                                     Cathodic overpotential          0.3
              overpotentials can be estimated from rate expressions such
                                                                     Terminal voltage                3.7 V
              as the Tafel equation, or they can be evaluated from em-
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