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Particle Swarm Optimization of PID Tuning Parameters: Optimal Tuning of Single-Input-Single-Output Control Loops - Softcover
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Empirical studies have found that conventional tuning methods result in an unsatisfactory control performance when they are used for processes experiencing the negative destabilizing effects of strong nonlinearities. It is for this reason that control practitioners often prefer to tune most nonlinear systems using trial and error tuning, or intuitive tuning. Particle Swarm Optimization (PSO), developed by Eberhart and Kennedy (1995) was inspired by swarming behavior occurring in nature. In this work, the problem of identifying the PID controller parameters is considered as an optimization problem employing the PSO technique. A wide range of typical process models commonly encountered in industry is used to assess the efficacy of the PSO methodology. Comparisons are made between the PSO technique and other conventional methods using simulations and real-time control. This analysis should be useful to control practitioners who are considering using the PSO algorithm for tuning of PID controllers.
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Über die Autorin bzw. den Autor
Nelendran Pillay has a master''s degree in electrical engineering and is a lecturer in electronic engineering at the Durban University of Technology,South Africa. Poobalan Govender has a docter''s degree in electrical engineering and is a senior lecturer in electronic engineering at the Durban University of Technology,South Africa
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Particle Swarm Optimization of PID Tuning Parameters
Verlag:
LAP LAMBERT Academic Publishing Jan 2010, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Empirical studies have found that conventional tuning methods result in an unsatisfactory control performance when they are used for processes experiencing the negative destabilizing effects of strong nonlinearities. It is for this reason that control practitioners often prefer to tune most nonlinear systems using trial and error tuning, or intuitive tuning. Particle Swarm Optimization (PSO), developed by Eberhart and Kennedy (1995) was inspired by swarming behavior occurring in nature. In this work, the problem of identifying the PID controller parameters is considered as an optimization problem employing the PSO technique. A wide range of typical process models commonly encountered in industry is used to assess the efficacy of the PSO methodology. Comparisons are made between the PSO technique and other conventional methods using simulations and real-time control. This analysis should be useful to control practitioners who are considering using the PSO algorithm for tuning of PID controllers. 196 pp. Englisch. Bestandsnummer des Verkäufers 9783838341323
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Particle Swarm Optimization of PID Tuning Parameters : Optimal Tuning of Single-Input-Single-Output Control Loops
Verlag:
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
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Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Empirical studies have found that conventional tuning methods result in an unsatisfactory control performance when they are used for processes experiencing the negative destabilizing effects of strong nonlinearities. It is for this reason that control practitioners often prefer to tune most nonlinear systems using trial and error tuning, or intuitive tuning. Particle Swarm Optimization (PSO), developed by Eberhart and Kennedy (1995) was inspired by swarming behavior occurring in nature. In this work, the problem of identifying the PID controller parameters is considered as an optimization problem employing the PSO technique. A wide range of typical process models commonly encountered in industry is used to assess the efficacy of the PSO methodology. Comparisons are made between the PSO technique and other conventional methods using simulations and real-time control. This analysis should be useful to control practitioners who are considering using the PSO algorithm for tuning of PID controllers. Bestandsnummer des Verkäufers 9783838341323
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Particle Swarm Optimization of PID Tuning Parameters
Verlag:
LAP Lambert Academic Publishing, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Empirical studies have found that conventional tuning methods result in an unsatisfactory control performance when they are used for processes experiencing the negative destabilizing effects of strong nonlinearities. It is for this reason that control pract. Bestandsnummer des Verkäufers 5414642
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Particle Swarm Optimization of PID Tuning Parameters
Verlag:
LAP LAMBERT Academic Publishing Jan 2010, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Empirical studies have found that conventional tuning methods result in an unsatisfactory control performance when they are used for processes experiencing the negative destabilizing effects of strong nonlinearities. It is for this reason that control practitioners often prefer to tune most nonlinear systems using trial and error tuning, or intuitive tuning. Particle Swarm Optimization (PSO), developed by Eberhart and Kennedy (1995) was inspired by swarming behavior occurring in nature. In this work, the problem of identifying the PID controller parameters is considered as an optimization problem employing the PSO technique. A wide range of typical process models commonly encountered in industry is used to assess the efficacy of the PSO methodology. Comparisons are made between the PSO technique and other conventional methods using simulations and real-time control. This analysis should be useful to control practitioners who are considering using the PSO algorithm for tuning of PID controllers.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 196 pp. Englisch. Bestandsnummer des Verkäufers 9783838341323
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Particle Swarm Optimization of PID Tuning Parameters | Optimal Tuning of Single-Input-Single-Output Control Loops
Verlag:
LAP LAMBERT Academic Publishing, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
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Taschenbuch. Zustand: Neu. Particle Swarm Optimization of PID Tuning Parameters | Optimal Tuning of Single-Input-Single-Output Control Loops | Nelendran Pillay (u. a.) | Taschenbuch | 196 S. | Englisch | 2010 | LAP LAMBERT Academic Publishing | EAN 9783838341323 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 101312688
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Particle Swarm Optimization of PID Tuning Parameters: Optimal Tuning of Single-Input-Single-Output Control Loops
Verlag:
LAP Lambert Academic Publishing, 2010
ISBN 10: 3838341325
ISBN 13: 9783838341323
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