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Volumn 67, Issue , 2013, Pages 226-239

A new PI tuning method for an industrial process: A case study from a micro-cogeneration system

Author keywords

Micro cogeneration; NSGA II; PI; PID; PLC

Indexed keywords

ABSOLUTE ERROR; CLEAN ENERGY SOURCES; CONTROL EFFORT; CONTROL SIGNAL; CONTROLLER PARAMETER; COOLANT WATER; DAMPING RATIO; DIGITAL CONTROL; EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION; FLOW RATE CONTROL; HYDROGEN PRODUCTION PROCESS; INDUSTRIAL CONTROLS; INDUSTRIAL PROCESSS; ITERATIVE OPTIMIZATION; MATLAB /SIMULINK; MICRO COGENERATION; MODEL PARAMETERS; MODELING AND CONTROL; NON-DOMINATED SORTING GENETIC ALGORITHMS; NSGA-II; OUTPUT RESPONSE; PARETO OPTIMAL SOLUTIONS; PI CONTROLLER PARAMETERS; PID; POST-OPTIMALITY; PROPORTIONAL-INTEGRAL CONTROLLER TUNING; RELIABLE CONTROL; SAFE CONTROL; SUB-COMPONENTS; SYSTEM RESPONSE; TRADEOFF SOLUTION; TUNING METHOD; TUNING RULES; WEAR AND TEAR;

EID: 84871809673     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2012.11.009     Document Type: Article
Times cited : (10)

References (58)
  • 1
    • 0003706925 scopus 로고
    • 2nd ed. design and tuning Instrument Society of America Research Triangle Park, NC
    • K.J. Astrom, and T. Hagglund PID controllers: Theory 2nd ed. design and tuning 1995 Instrument Society of America Research Triangle Park, NC
    • (1995) PID Controllers: Theory
    • Astrom, K.J.1    Hagglund, T.2
  • 2
    • 1842854041 scopus 로고    scopus 로고
    • Revisiting the Ziegler-Nichols step response method for PID control
    • K.J. Astrom, and T. Hagglund Revisiting the Ziegler-Nichols step response method for PID control J Process Control 14 6 2004 635 650
    • (2004) J Process Control , vol.14 , Issue.6 , pp. 635-650
    • Astrom, K.J.1    Hagglund, T.2
  • 3
    • 85146355326 scopus 로고
    • Optimum settings for automatic controllers
    • J. Ziegler, and N. Nichols Optimum settings for automatic controllers Trans ASME 64 1942 759 768
    • (1942) Trans ASME , vol.64 , pp. 759-768
    • Ziegler, J.1    Nichols, N.2
  • 4
    • 85034184111 scopus 로고
    • Theoretical consideration of retarded control
    • G.H. Cohen, and G.A. Coon Theoretical consideration of retarded control Trans ASME 75 1953 827 834
    • (1953) Trans ASME , vol.75 , pp. 827-834
    • Cohen, G.H.1    Coon, G.A.2
  • 5
    • 84944982197 scopus 로고
    • A predictive PI controller for processes with long dead times
    • T. Hagglund A predictive PI controller for processes with long dead times IEEE Control Syst Mag 12 1 1992 57 60
    • (1992) IEEE Control Syst Mag , vol.12 , Issue.1 , pp. 57-60
    • Hagglund, T.1
  • 6
    • 0742304287 scopus 로고    scopus 로고
    • IMC based automatic tuning method for PID controllers in a Smith predictor configuration
    • DOI 10.1016/j.compchemeng.2003.01.001
    • I. Kaya IMC based automatic tuning method for PID controllers in a Smith predictor configuration Comput Chem Eng 28 2003 281 290 (Pubitemid 38156254)
    • (2004) Computers and Chemical Engineering , vol.28 , Issue.3 , pp. 281-290
    • Kaya, I.1
  • 7
    • 10944258774 scopus 로고    scopus 로고
    • On the IMC-based synthesis of the feedback block of ISA PID regulators
    • DOI 10.1191/0142331204tm130oa
    • A. Leva, and A.M. Colombo On the IMC-based synthesis of the feedback block of ISA PID regulators Trans Inst Measur Control 26 5 2004 417 440 (Pubitemid 40010973)
    • (2004) Transactions of the Institute of Measurement and Control , vol.26 , Issue.5 , pp. 417-440
    • Leva, A.1    Colombo, A.M.2
  • 8
    • 52949119531 scopus 로고    scopus 로고
    • A feedforward IMC structure for controlling the charging temperature of a TES system of a solar cooker
    • A. Mawire, and M. McPherson A feedforward IMC structure for controlling the charging temperature of a TES system of a solar cooker Energy Convers Manage 49 11 2008 3143 3154
    • (2008) Energy Convers Manage , vol.49 , Issue.11 , pp. 3143-3154
    • Mawire, A.1    McPherson, M.2
  • 9
    • 81355147358 scopus 로고    scopus 로고
    • Load management: Model-based control of aggregate power for populations of thermostatically controlled loads
    • C. Perfumo, E. Kofman, J.H. Braslavsky, and J.K. Ward Load management: Model-based control of aggregate power for populations of thermostatically controlled loads Energy Convers Manage 55 2012 36 48
    • (2012) Energy Convers Manage , vol.55 , pp. 36-48
    • Perfumo, C.1    Kofman, E.2    Braslavsky, J.H.3    Ward, J.K.4
  • 10
    • 0037411808 scopus 로고    scopus 로고
    • Obtaining controller parameters for a new PI-PD Smith predictor using autotuning
    • I. Kaya Obtaining controller parameters for a new PI-PD Smith predictor using autotuning J Process Control 13 5 2003 465 472
    • (2003) J Process Control , vol.13 , Issue.5 , pp. 465-472
    • Kaya, I.1
  • 11
    • 27144464488 scopus 로고    scopus 로고
    • On the automatic tuning and adaptation of PID controllers
    • DOI 10.1016/j.conengprac.2005.01.007, PII S0967066105000390
    • I.J. Gyongy, and D.W. Clarke On the automatic tuning and adaptation of PID controllers Control Eng Practice 14 2 2006 149 163 (Pubitemid 41487878)
    • (2006) Control Engineering Practice , vol.14 , Issue.2 , pp. 149-163
    • Gyongy, I.J.1    Clarke, D.W.2
  • 12
    • 0037130751 scopus 로고    scopus 로고
    • PI/PID controller design based on direct synthesis and disturbance rejection
    • D. Chen, and D.E. Seborg PI/PID controller design based on direct synthesis and disturbance rejection Ind Eng Chem Res 41 19 2002 4807 4822 (Pubitemid 35034227)
    • (2002) Industrial and Engineering Chemistry Research , vol.41 , Issue.19 , pp. 4807-4822
    • Chen, D.1    Seborg, D.E.2
  • 13
    • 2442645453 scopus 로고    scopus 로고
    • Neuro-PID tracking control of a discharge air temperature system
    • M. Zaheeruddin, and N. Tudoroiu Neuro-PID tracking control of a discharge air temperature system Energy Convers Manage 45 15-16 2004 2405 2415
    • (2004) Energy Convers Manage , vol.45 , Issue.1516 , pp. 2405-2415
    • Zaheeruddin, M.1    Tudoroiu, N.2
  • 14
    • 77949269516 scopus 로고    scopus 로고
    • Online H-inf adaptive tuning of PI controllers for discharge air temperature system
    • G. Qu, and M. Zaheeruddin Online H-inf adaptive tuning of PI controllers for discharge air temperature system Energy Convers Manage 51 6 2010 1179 1195
    • (2010) Energy Convers Manage , vol.51 , Issue.6 , pp. 1179-1195
    • Qu, G.1    Zaheeruddin, M.2
  • 15
    • 33750239284 scopus 로고    scopus 로고
    • Multi-objective PID-controller tuning for a magnetic levitation system using NSGA-II
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • Pedersen G, Yang Z. Multi-objective PID-controller tuning for a magnetic levitation system using NSGA-II. In: GECCO '06-Proceedings of the 8th annual conference on genetic and evolutionary computation; 2006. p. 1737-44. (Pubitemid 44611541)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.2 , pp. 1737-1744
    • Pedersen, G.K.M.1    Yang, Z.2
  • 21
    • 33745881611 scopus 로고    scopus 로고
    • Micro-CHP systems for residential applications
    • DOI 10.1016/j.enconman.2005.12.024, PII S0196890406000124
    • M.D. Paepe, P. DHerdt, and D. Mertens Micro-CHP systems for residential applications Energy Convers Manage 47 18-19 2006 3435 3446 (Pubitemid 44051684)
    • (2006) Energy Conversion and Management , vol.47 , Issue.18-19 , pp. 3435-3446
    • De Paepe, M.1    D'Herdt, P.2    Mertens, D.3
  • 22
    • 56449110482 scopus 로고    scopus 로고
    • Investigation of hydrocarbon reforming processes for micro-cogeneration systems
    • A. Ersoz Investigation of hydrocarbon reforming processes for micro-cogeneration systems Int J Hydrogen Energy 33 2008 7084 7094
    • (2008) Int J Hydrogen Energy , vol.33 , pp. 7084-7094
    • Ersoz, A.1
  • 24
    • 84871797700 scopus 로고    scopus 로고
    • TUBITAK Marmara Research Center
    • TUBITAK Marmara Research Center; 2006-2010. < http://www.mam.gov.tr/ mikro-kojen/eng/system.htm >.
    • (2006)
  • 25
    • 0021497175 scopus 로고
    • Automatic tuning of simple regulators with specifications on phase and amplitude margins
    • DOI 10.1016/0005-1098(84)90014-1
    • K.J. Astrom, and T. Hagglund Automatic tuning of simple regulators with specifications on phase and amplitude margins Automatica 20 5 1984 645 651 (Pubitemid 14665306)
    • (1984) Automatica , vol.20 , Issue.5 , pp. 645-651
    • Astrom, K.J.1    Hagglund, T.2
  • 26
    • 0036132049 scopus 로고    scopus 로고
    • Relay feedback auto-tuning of process controllers - A tutorial review
    • DOI 10.1016/S0959-1524(01)00025-7, PII S0959152401000257
    • C.C. Hang, K.J. Astrom, and Q.G. Wang Relay feedback auto-tuning of process controllers-a tutorial review J Process Control 12 1 2002 143 162 (Pubitemid 33110466)
    • (2002) Journal of Process Control , vol.12 , Issue.1 , pp. 143-162
    • Hang, C.C.1    Astrom, K.J.2    Wang, Q.G.3
  • 28
    • 33846579162 scopus 로고    scopus 로고
    • Relay based identification of processes with time delay
    • DOI 10.1016/j.jprocont.2006.09.005, PII S0959152406001077
    • S. Majhi Relay based identification of processes with time delay J Process Control 17 2 2007 93 101 (Pubitemid 46176615)
    • (2007) Journal of Process Control , vol.17 , Issue.2 , pp. 93-101
    • Majhi, S.1
  • 29
    • 77955413101 scopus 로고    scopus 로고
    • State estimation and nonlinear predictive control of autonomous hybrid system using derivative free state estimators
    • J. Prakash, S.C. Patwardhan, and S.L. Shah State estimation and nonlinear predictive control of autonomous hybrid system using derivative free state estimators J Process Control 20 7 2010 787 799
    • (2010) J Process Control , vol.20 , Issue.7 , pp. 787-799
    • Prakash, J.1    Patwardhan, S.C.2    Shah, S.L.3
  • 30
    • 64649086493 scopus 로고    scopus 로고
    • A hybrid condenser model for real-time applications in performance monitoring, control and optimization
    • X. Ding, W. Cai, L. Jia, C. Wen, and G. Zhang A hybrid condenser model for real-time applications in performance monitoring, control and optimization Energy Convers Manage 50 6 2009 1513 1521
    • (2009) Energy Convers Manage , vol.50 , Issue.6 , pp. 1513-1521
    • Ding, X.1    Cai, W.2    Jia, L.3    Wen, C.4    Zhang, G.5
  • 31
    • 31144465020 scopus 로고    scopus 로고
    • Modeling and control of PEMFC based on least squares support vector machines
    • DOI 10.1016/j.enconman.2005.04.002, PII S0196890405000993
    • X. Li, G. Cao, and X. Zhu Modeling and control of PEMFC based on least squares support vector machines Energy Convers Manage 47 7 2006 1032 1050 (Pubitemid 43132720)
    • (2006) Energy Conversion and Management , vol.47 , Issue.7-8 , pp. 1032-1050
    • Li, X.1    Cao, G.-Y.2    Zhu, X.-J.3
  • 32
    • 67349196523 scopus 로고    scopus 로고
    • Estimating the input-output parameters of thermal power plants using PSO
    • K. EL-Naggar, M. AlRashidi, and A. Al-Othman Estimating the input-output parameters of thermal power plants using PSO Energy Convers Manage 50 7 2009 1767 1772
    • (2009) Energy Convers Manage , vol.50 , Issue.7 , pp. 1767-1772
    • El-Naggar, K.1    Alrashidi, M.2    Al-Othman, A.3
  • 33
    • 80054753142 scopus 로고    scopus 로고
    • Parameters identification of hydraulic turbine governing system using improved gravitational search algorithm
    • C. Li, and J. Zhou Parameters identification of hydraulic turbine governing system using improved gravitational search algorithm Energy Convers Manage 52 1 2011 374 381
    • (2011) Energy Convers Manage , vol.52 , Issue.1 , pp. 374-381
    • Li, C.1    Zhou, J.2
  • 34
    • 0032639988 scopus 로고    scopus 로고
    • Robust identification of first order plus dead-time model from step response
    • Q. Bi, W.J. Cai, E. Lee, Q. Wang, C. Hang, and Y. Zhang Robust identification of first order plus dead-time model from step response Control Eng Practice 7 1 1999 71 77
    • (1999) Control Eng Practice , vol.7 , Issue.1 , pp. 71-77
    • Bi, Q.1    Cai, W.J.2    Lee, E.3    Wang, Q.4    Hang, C.5    Zhang, Y.6
  • 36
    • 77950593063 scopus 로고    scopus 로고
    • Automating manufacturing systems with PLC
    • H. Jack Automating manufacturing systems with PLC Free Software Foundation 2007
    • (2007) Free Software Foundation
    • Jack, H.1
  • 37
    • 82955227525 scopus 로고    scopus 로고
    • A new PI tuning rule for first order plus dead-time systems
    • Zambia; 13-15 September 2011
    • Eris O. A new PI tuning rule for first order plus dead-time systems. In: IEEE Africon 2011. Zambia; 13-15 September 2011.
    • IEEE Africon 2011
    • Eris, O.1
  • 39
    • 84871797767 scopus 로고    scopus 로고
    • Tuning of a proportional-integral-derivative controller using multi-objective nondominated sorting particle swarm optimization applied to pH control in continuous stirred tank reactor
    • C. Kumar, and N. Nair Tuning of a proportional-integral-derivative controller using multi-objective nondominated sorting particle swarm optimization applied to pH control in continuous stirred tank reactor Am J Appl Sci 8 2011 833 838
    • (2011) Am J Appl Sci , vol.8 , pp. 833-838
    • Kumar, C.1    Nair, N.2
  • 40
    • 84871755981 scopus 로고    scopus 로고
    • PID parameters optimization using genetic algorithm technique for electrohydraulic servo control system
    • A. Aly PID parameters optimization using genetic algorithm technique for electrohydraulic servo control system Intell Control Autom 2 2011 69 76
    • (2011) Intell Control Autom , vol.2 , pp. 69-76
    • Aly, A.1
  • 41
    • 79959916420 scopus 로고    scopus 로고
    • Multi-objective control optimization for greenhouse environment using evolutionary algorithms
    • H. Hu, L. Xu, R. Wei, and B. Zhu Multi-objective control optimization for greenhouse environment using evolutionary algorithms Sensors 11 2011 5792 5807
    • (2011) Sensors , vol.11 , pp. 5792-5807
    • Hu, H.1    Xu, L.2    Wei, R.3    Zhu, B.4
  • 42
    • 80755152918 scopus 로고    scopus 로고
    • Real/binary co-operative and co-evolving swarms based multivariable PID controller design of ball mill pulverizing system
    • M.I. Menhas, M. Fei, L. Wang, and L. Qian Real/binary co-operative and co-evolving swarms based multivariable PID controller design of ball mill pulverizing system Energy Convers Manage 54 1 2012 67 80
    • (2012) Energy Convers Manage , vol.54 , Issue.1 , pp. 67-80
    • Menhas, M.I.1    Fei, M.2    Wang, L.3    Qian, L.4
  • 43
    • 32344433882 scopus 로고    scopus 로고
    • PID controller parameters optimization of hydro-turbine governing systems using deterministic-chaotic-mutation evolutionary programming (DCMEP)
    • DOI 10.1016/j.enconman.2005.07.009, PII S0196890405001810
    • C. Jiang, Y. Ma, and C. Wang PID controller parameters optimization of hydro-turbine governing systems using deterministic-chaotic mutation evolutionary programming (DCMEP) Energy Convers Manage 47 9-10 2006 1222 1230 (Pubitemid 43220112)
    • (2006) Energy Conversion and Management , vol.47 , Issue.9-10 , pp. 1222-1230
    • Jiang, C.1    Ma, Y.2    Wang, C.3
  • 44
    • 78650740289 scopus 로고    scopus 로고
    • Application of an improved PSO algorithm to optimal tuning of PID gains for water turbine governor
    • H. Fang, L. Chen, and Z. Shen Application of an improved PSO algorithm to optimal tuning of PID gains for water turbine governor Energy Convers Manage 52 4 2011 1763 1770
    • (2011) Energy Convers Manage , vol.52 , Issue.4 , pp. 1763-1770
    • Fang, H.1    Chen, L.2    Shen, Z.3
  • 46
    • 27844496499 scopus 로고    scopus 로고
    • Tuning PID controllers using the ITAE criterion
    • ALTAB and Simulink in Engineering Education (II) + Contributions in Engineering Education Resear, Collaborative Projects, Automation Systems, Environmental Engineering, Chemical Engineering and Geotec
    • F. Martins Tuning PID controllers using the ITAE criterion Int J Eng Educ 21 5 2005 867 873 (Pubitemid 41639306)
    • (2005) International Journal of Engineering Education , vol.21 , Issue.5 PART I AND II , pp. 867-873
    • Martins, F.G.1
  • 48
    • 78650724084 scopus 로고    scopus 로고
    • Hybrid search for faster production and safer process conditions in friction stir welding
    • C. Tutum, K. Deb, and J. Hattel Hybrid search for faster production and safer process conditions in friction stir welding Simulated Evol Learn 2010 603 612
    • (2010) Simulated Evol Learn , pp. 603-612
    • Tutum, C.1    Deb, K.2    Hattel, J.3
  • 49
    • 80051957002 scopus 로고    scopus 로고
    • Multi-criteria layout synthesis of MEMS devices using memetic computing
    • Tutum C, Fan Z. Multi-criteria layout synthesis of MEMS devices using memetic computing. In: IEEE congress on evolutionary computation (CEC); 2011. p. 902-8.
    • (2011) IEEE Congress on Evolutionary Computation (CEC) , pp. 902-908
    • Tutum, C.1    Fan, Z.2
  • 52
    • 80053441625 scopus 로고    scopus 로고
    • Exergy, exergoeconomic and environmental analyses and evolutionary algorithm based multi-objective optimization of combined cycle power plants
    • P. Ahmadi, I. Dincer, and M.A. Rosen Exergy, exergoeconomic and environmental analyses and evolutionary algorithm based multi-objective optimization of combined cycle power plants Energy 36 10 2011 5886 5898
    • (2011) Energy , vol.36 , Issue.10 , pp. 5886-5898
    • Ahmadi, P.1    Dincer, I.2    Rosen, M.A.3
  • 53
    • 78651359006 scopus 로고    scopus 로고
    • Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN
    • J. Zhang, H. Zhu, C. Yang, Y. Li, and H. Wei Multi-objective shape optimization of helico-axial multiphase pump impeller based on NSGA-II and ANN Energy Convers Manage 52 1 2011 538 546
    • (2011) Energy Convers Manage , vol.52 , Issue.1 , pp. 538-546
    • Zhang, J.1    Zhu, H.2    Yang, C.3    Li, Y.4    Wei, H.5
  • 55
    • 58649086732 scopus 로고    scopus 로고
    • Multi-period MINLP model for optimising operation and structural changes to CHP plants in district heating networks with long-term thermal storage
    • T.M. Tveit, T. Savola, A. Gebremedhin, and C.J. Fogelholm Multi-period MINLP model for optimising operation and structural changes to CHP plants in district heating networks with long-term thermal storage Energy Convers Manage 50 3 2009 639 647
    • (2009) Energy Convers Manage , vol.50 , Issue.3 , pp. 639-647
    • Tveit, T.M.1    Savola, T.2    Gebremedhin, A.3    Fogelholm, C.J.4
  • 56
    • 33750258231 scopus 로고    scopus 로고
    • Innovization: Innovating design principles through optimization
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • K. Deb, and A. Srinivasan Innovization: innovating design principles through optimization GECCO'06-Proceedings of the 8th annual conference on genetic and evolutionary computation 2006 ACM New York 1629 1636 (Pubitemid 44611527)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.2 , pp. 1629-1636
    • Deb, K.1    Srinivasan, A.2
  • 57
    • 80051859362 scopus 로고    scopus 로고
    • Understanding knee points in bicriteria problems and their implications as preferred solution principles
    • K. Deb, and S. Gupta Understanding knee points in bicriteria problems and their implications as preferred solution principles Eng Optimiz 43 11 2011 1175 1204
    • (2011) Eng Optimiz , vol.43 , Issue.11 , pp. 1175-1204
    • Deb, K.1    Gupta, S.2
  • 58
    • 84871781499 scopus 로고
    • Closed-loop control with SIMATIC S5-Volume 1: Basic concepts
    • Siemens AG Closed-loop control with SIMATIC S5-Volume 1: Basic concepts Nuremberg 1989
    • (1989) Nuremberg
    • Ag, S.1


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