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Recent Developments in Optimization and Optimal Control in Chemical Engineering

Recent Developments in Optimization and Optimal Control in Chemical Engineering


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About the Book

Optimization and optimal control have important applications in chemical engineering. Especially now with the availability of very fast computers, significant economic benefits can be realized in industry by adopting the appropriate optimization procedures. The applications range from parameter estimation and design to control of engineering processes. This book, consisting of 17 chapters, written by leading scientists across the world, presents the latest developments with applications. The latest developments in optimization procedures include recent advances made in direct search optimization, iterative dynamic programming (IDP), semiexhaustive search, control parametrization, and recursive integration optimal trajectory solver (RIOTS). Also included are optimization problems with multiple objectives. Applications include parameter estimation, batch process optimization, heat exchanger network (HEN) design, control of complex processes, oil shale pyrolysis, time optimal control problems, and optimization of a fiuidized catalytic cracking unit. The topics are discussed with sufficient detail to enable the reader to follow the procedure and the calculations quite easily. The book is directed towards engineers involved in design and operation of processes, operations research, or data analysis, as well as research students at the senior and first-year graduate level. Contents: Deterministic global optimization for data reconciliation and parameter estimation using error-in-variables approach; A sequential approach to nonlinear regression of ill-conditioned multi-parameter ODE models; Adaptive parameter estimation and inverse optimal control of microbial growth processes; Ant colony framework for process optimization: Unconstrained and constrained problems with single and multiple objectives; Experience with the use of the Luss-Jaakola algorithm and its modifications in optimization of process engineering problems; A control strategy for processes with output dynamic nonlinearity; Handling equality constraints in direct search optimization; Optimization in modeling and control of complex processes; Optimal operation of batch reactors; Multiparametric dynamic optimization of linear quadratic optimal control problems: Theory and applications; Control parametrization technique and control parametrization enhancing technique to the oil shale pyrolysis problem; RIOTS 95 - a MATLAB toolbox for solving general optimal control problems and its applications to chemical processes; comparison of LJ optimization procedure and IDP in solving time optimal control problems; Solution of nonlinear time optimal control problems using a semi-exhaustive search; Optimal design and operation of an industrial hydrogen plant for multiple objectives; Targets in heat exchanger networks using optimization models; Parallelization of iterative dynamic programming (IDP).


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Product Details
  • ISBN-13: 9788177360882
  • Publisher: Research Signpost
  • Publisher Imprint: Research Signpost
  • Height: 230 mm
  • ISBN-10: 8177360884
  • Publisher Date: /06/2002
  • Binding: Shrink-wrapped pack


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