Research of IGPC Control Strategy Based-on Hybrid Optimization for Power Station Boiler Superheated Steam Temperature
Автор: Benxian Xiao, Rongbao Chen, Jun Xiao
Журнал: International Journal of Information Technology and Computer Science(IJITCS) @ijitcs
Статья в выпуске: 2 Vol. 6, 2014 года.
Бесплатный доступ
Implicit Generalized Predictive Control (IGPC) algorithm can directly identify controller parameters without the need of solving Diophantine equation, thus can reduce the on-line algorithm computation time. In order to improve IGPC performance and extend its application, modified Particle Swarm Optimization (PSO) algorithm is introduced into IGPC rolling horizon optimization, combined with general IGPC gradient optimization method under unconstrained condition, a new hybrid optimization method is obtained, this modified IGPC can be used to both of the non-constraint industry process control and the constraint industry process control. Aiming at the superheated steam temperature control of sub-critical 600MW boiler, a new cascade compound control strategy that combines an outer loop IGPC master adjuster and an inner loop PID auxiliary adjuster is adopted. Finally the simulation results have shown that the proposed method can constrain the control action, prevent dramatic change of the input signal, thus can achieve good static and dynamic performances.
Hybrid Optimization, IGPC, Constraint, PSO, Superheated Steam Temperature
Короткий адрес: https://sciup.org/15012047
IDR: 15012047
Список литературы Research of IGPC Control Strategy Based-on Hybrid Optimization for Power Station Boiler Superheated Steam Temperature
- Zhang Haochen, Hao Xiaohong, An Aimin, et al. An improved generalized predictive control based on the online tuning of softness parameters for gas supply system in a PEMFC[J]. Computers and Applied Chemistry, 2012, 29(7):784-788. (in Chinese)
- Lin Ruiquan, Huang Tao, Wang Chunying. A New GPC Algorithm and its Implementation in Direct Torque Control of PMSM[J]. JOURNAL OF HARBIN UNIVERSITY OF SCIENCE AND TECHNOLOGY, 2011, 16(5):65-71. (in Chinese)
- Fu Xiaoling. An implicit generalized predictive self-tuning control algorithm and its simulation study[J]. ELECTRIC DRIVE AUTOMATION, 2012, 34(1):6-8. (in Chinese)
- Filali, S. Comparison of three optimization methods for constrained generalized predictive control coupled with an estimation by genetic algorithm[C]//Systems, Man and Cybernetics, 2002 IEEE International Conference, Vol.5, Tunis, 6-9 Oct. 2002, Page(s):6.
- Guzman, J.L., Berenguel, M., Dormido, S. Interactive teaching of constrained generalized predictive control[J]. Control Systems Magazine, 2005, 25(2) :52-66.
- Zhu Jing. Intelligent predictive control and its application[M]. Zhejiang University press, 2002. (in Chinese)
- Gong Daiwei, Sun Demin, Hao Weidong, Hu Zhihong. Model-switching stair-like generalized predictive control of main steam temperature in power plant boilers[J]. Journal of University of Science and Technology of China, 2007, 37(12): 1488-1493. (in Chinese)
- Feng Yucang, Shi Donglin. Application of the Model-free Self-adaptive Prediction Control in Superheated Steam Temperature Control[J]. Journal of Engineering for Thermal Energy ＆ Power, 2011, 26(4): 428-431. (in Chinese)
- Feng Jianmiao, Li Shaoyuan. Cascade Constrained Model Predictive Control for Power Plant Superheated Steam Temperature System[J]. JOURNAL OF SHANGHAI JIAOTONG UNIVERSITY, 2011, 45(10): 1504-1508. (in Chinese)
- Yao Wei, Sun Haishun, Wen Jinyu, et al. An Adaptive Predictive PI Control System of Super-heated Steam Temperature Based on Laguerre Model[J]. Proceedings of the CSEE, 2012, 32(5): 119-125. (in Chinese)
- Li Guoyong. Simulation Research of Constrained Implicit Generalized Predictive Control Algorithm with Constrained Input[J]. JOURNAL OF SYSTEM SIMULATION, 2004, 16(7): 1533-1535. (in Chinese)
- Olaru, S., Dumur, D. Feasibility of constrained generalized predictive control within invariant sets framework[C]//5th IEEE Asian Control Conference ASCC’04, Melbourne, Australia, 20-23 July 2004, Vol.2, pp:922-930.
- Lu Cheng. Predictive Control and its Application of Superheated Steam Temperature in Power Plant[D]. HeFei University of Technology, Master's Degree Thesis, 2009. (in Chinese)
- Shi Y H, Eberhart R C. A Modified Particle Swarm Optimizer[C] // Proceedings of the IEEE International Conference of Evolutionary Computation, Anchorage, Alaska, 4-9 May 1998, 69-73.
- Coath,G., Halgamuge,S.K. A Comparison of Constraint-Handling Methods for the Application of Particle Swarm Optimization to Constrained Nonlinear Optimization Problems[C] //Proceedings of the IEEE 2003 Congress on Evolutionary Computation, Canberra, Australia, 2003, 2419-2425.
- Zhu Zhiguo. Research on Hybrid Optimized Generalized Predictive Control based on Particle Swarm optimization and its application[D]. HeFei University of Technology, Master's Degree Thesis, 2007. (in Chinese).
