Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/13798
Title: Multi objective reconfigurable control schemes for MIMO system
Researcher: Sutha S
Guide(s): Thyagarajan, T.
Keywords: Multi-Input Multi-Output(MIMO). Parametric Right Eigenstructure Assignment, Multi Objective Dynamic Reconfigurable Feedback Controller
Upload Date: 9-Dec-2013
University: Anna University
Completed Date: 
Abstract: Modern technological complex systems are generally interacting Multi-Input Multi-Output (MIMO) systems and rely on sophisticated control systems to meet the conflicting multi-objective requirements such as robust stability and transient performance. The objective of the present work is to design the Parametric Right Eigenstructure Assignment (PREA) based Multi-Objective Dynamic Reconfigurable Feedback Controller (MODRFC) for MIMO system against partial actuator failure using Non-dominated Sorting Genetic Algorithm-II (NSGA-II). The main contributions of this work include the following: Formulation of multi-objective control problem using PREA to achieve the following objectives: a) Robust stability and b) Good transient performance Development of linear discrete state space model for threetank MIMO system under fault-free and faulty conditions; Design of MODRFC schemes using NSGA-II against partial actuator failure; Qualitative and quantitative comparison of evolutionary algorithm based MODRFC against conventional MODRFC designed using classical optimization method. The conclusions of the work presented in this report are as follows: The Pareto-optimal fronts obtained using state feedback and output feedback controls show that the norm of feedback controller gain decreases as increase in condition number of closed loop eigenvectors. MODRFC through state feedback achieved the desired eigenstructure of the nominal system after the controller reconfiguration at the cost of sacrificing maximum control energy and guaranteed stability is obtained. Performance measures are tabulated for selected three pareto optimal solutions under 80% control effectiveness factor reduction in actuator 1. It is noted from the results that as ISE decreases, the control energy increases. Finally, the NSGA-II based MODRFC schemes are compared with the conventional schemes, which show that the NSGA-II based controller schemes provide more flexibility to optimize the controller parameters. newline newline newline
Pagination: xxii, 108
URI: http://hdl.handle.net/10603/13798
Appears in Departments:Faculty of Information and Communication Engineering

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01_title.pdfAttached File49.62 kBAdobe PDFView/Open
02_certificates.pdf846.54 kBAdobe PDFView/Open
03_abstract.pdf26.88 kBAdobe PDFView/Open
04_acknowledgement.pdf16.27 kBAdobe PDFView/Open
05_contents.pdf62.5 kBAdobe PDFView/Open
06_chapter 1.pdf145.24 kBAdobe PDFView/Open
07_chapter 2.pdf66.14 kBAdobe PDFView/Open
08_chapter 3.pdf279.42 kBAdobe PDFView/Open
09_chapter 4.pdf154.34 kBAdobe PDFView/Open
10_chapter 5.pdf181.16 kBAdobe PDFView/Open
11_chapter 6.pdf25.57 kBAdobe PDFView/Open
12_references.pdf50.1 kBAdobe PDFView/Open
13_publications.pdf14.26 kBAdobe PDFView/Open
14_vitae.pdf12.77 kBAdobe PDFView/Open


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