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• W2602812261 abstract "During the past two decades the role of dynamic process simulation within the research and development work of process and control solutions has grown tremendously. As the simulation assisted working practices have become more and more popular, also the accuracy requirements concerning the simulation results have tightened. The accuracy improvement of complex, plant-wide models via parameter tuning necessitates implementing practical, scalable methods and tools operating on the correct level of abstraction. In modern integrated process plants, it is not only the performance of individual controllers but also their interactions that determine the overall performance of the large-scale control systems. However, in practice it has become customary to split large-scale problems into smaller pieces and to use traditional analytical control engineering approaches, which inevitably end in suboptimal solutions. The performance optimization problems related to large control systems and to plant-wide process models are essentially connected in the context of new simulation assisted process and control design practices. The accuracy of the model that is obtained with data-based parameter tuning determines the quality of the simulation assisted controller tuning results. In this doctoral thesis both problems are formulated in the same framework depicted in the title of the thesis. To solve the optimization problem, a novel method called Iterative Regression Tuning (IRT) applying numerical optimization and multivariate regression is presented. IRT method has been designed especially for large-scale systems and it allows the incorporation of domain area expertise into the optimization goals. The thesis introduces different variations on the IRT method, technical details related to their application and various use cases of the algorithm. The simulation assisted use case is presented through a number of application examples of control performance and model accuracy optimization." @default.
• W2602812261 created "2017-04-07" @default.
• W2602812261 creator A5043692887 @default.
• W2602812261 date "2009-01-01" @default.
• W2602812261 modified "2023-09-27" @default.
• W2602812261 title "Simulation assisted performance optimization of large-scale multiparameter technical systems" @default.
• W2602812261 cites W118183761 @default.
• W2602812261 cites W1497803707 @default.
• W2602812261 cites W1507307067 @default.
• W2602812261 cites W1514471651 @default.
• W2602812261 cites W1521469620 @default.
• W2602812261 cites W1537384552 @default.
• W2602812261 cites W1552680854 @default.
• W2602812261 cites W1581466451 @default.
• W2602812261 cites W1603565681 @default.
• W2602812261 cites W1612640671 @default.
• W2602812261 cites W1965324089 @default.
• W2602812261 cites W1973350855 @default.
• W2602812261 cites W1981016797 @default.
• W2602812261 cites W1988476486 @default.
• W2602812261 cites W1989295284 @default.
• W2602812261 cites W1994616650 @default.
• W2602812261 cites W1997207212 @default.
• W2602812261 cites W2001849452 @default.
• W2602812261 cites W2008499862 @default.
• W2602812261 cites W2008727504 @default.
• W2602812261 cites W2011097610 @default.
• W2602812261 cites W2017932718 @default.
• W2602812261 cites W2018365323 @default.
• W2602812261 cites W2022144657 @default.
• W2602812261 cites W2022887311 @default.
• W2602812261 cites W2025184211 @default.
• W2602812261 cites W2027798716 @default.
• W2602812261 cites W2027798745 @default.
• W2602812261 cites W203276351 @default.
• W2602812261 cites W2033870976 @default.
• W2602812261 cites W2037208340 @default.
• W2602812261 cites W2041013152 @default.
• W2602812261 cites W2041242313 @default.
• W2602812261 cites W2042235925 @default.
• W2602812261 cites W2055742060 @default.
• W2602812261 cites W2058428373 @default.
• W2602812261 cites W2064076655 @default.
• W2602812261 cites W2064343721 @default.
• W2602812261 cites W2066367454 @default.
• W2602812261 cites W2070000415 @default.
• W2602812261 cites W2072921178 @default.
• W2602812261 cites W2072931579 @default.
• W2602812261 cites W2078025160 @default.
• W2602812261 cites W2083056197 @default.
• W2602812261 cites W2085495678 @default.
• W2602812261 cites W2087232315 @default.
• W2602812261 cites W2100814673 @default.
• W2602812261 cites W2101172770 @default.
• W2602812261 cites W2104851427 @default.
• W2602812261 cites W2132107694 @default.
• W2602812261 cites W2132421215 @default.
• W2602812261 cites W2140435722 @default.
• W2602812261 cites W2148378277 @default.
• W2602812261 cites W2162706063 @default.
• W2602812261 cites W2163797172 @default.
• W2602812261 cites W2182705145 @default.
• W2602812261 cites W2186169424 @default.
• W2602812261 cites W2186246100 @default.
• W2602812261 cites W2304219591 @default.
• W2602812261 cites W2338335491 @default.
• W2602812261 cites W2473097722 @default.
• W2602812261 cites W2484997036 @default.
• W2602812261 cites W2486399523 @default.
• W2602812261 cites W2554894217 @default.
• W2602812261 cites W2564425925 @default.
• W2602812261 cites W2575353814 @default.
• W2602812261 cites W2582334437 @default.
• W2602812261 cites W2596707880 @default.
• W2602812261 cites W2597085513 @default.
• W2602812261 cites W2600815608 @default.
• W2602812261 cites W2601710763 @default.
• W2602812261 cites W2601757711 @default.
• W2602812261 cites W2623785075 @default.
• W2602812261 cites W2767787240 @default.
• W2602812261 cites W2957239270 @default.
• W2602812261 cites W2980018944 @default.
• W2602812261 cites W3019406735 @default.
• W2602812261 cites W3020746544 @default.
• W2602812261 cites W3127872690 @default.
• W2602812261 cites W3148363731 @default.
• W2602812261 cites W597511998 @default.
• W2602812261 cites W62429925 @default.
• W2602812261 cites W2015321973 @default.
• W2602812261 cites W2588652662 @default.
• W2602812261 hasPublicationYear "2009" @default.
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