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- W2021016339 abstract "A control vector parameterization approach using the Karhunen–Loéve (K–L) expansion for optimal control is presented. Optimal control profiles at different initial conditions are represented by a truncated K–L expansion and the optimal control is thus transformed into a parametric optimization with the K–L coefficient(s) as the optimization variable(s). Closed-loop optimal control therefore becomes feasible because the number of optimization variables is minimized. The presented approach is demonstrated on a batch electrochemical reactor in which reduction of oxalic acid glyoxalic acid is carried out under conditions with known or unknown disturbance, or electrode deactivation. The closed-loop control with the K–L expansion outperforms the open-loop optimal control with very little computational effort." @default.
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- W2021016339 date "2001-02-01" @default.
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- W2021016339 title "Optimal control of batch electrochemical reactor using K–L expansion" @default.
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