Study of neural network PID control in variablefrequency air-conditioning system

2007 IEEE International Conference on Control and Automation, ICCA

Volumn , Issue , 2007, Pages 317-322

  Wang, Jiangjiang ^a   Zhang, Chunfa ^a   Jing, Youyin ^a   An, Dawei ^b  

^a NORTH CHINA ELECTRIC POWER UNIVERSITY   (China)

^b TIANJIN UNIVERSITY   (China)

Author keywords

Air conditioning system; Neural network; PID control; Prediction; Variable frequency

Indexed keywords

AIR CONDITIONING; COMPUTER SIMULATION; CONTROL SYSTEMS; LEARNING ALGORITHMS;

NETWORK PID CONTROLLER; VARIABLE FREQUENCY;

NEURAL NETWORKS;

EID: 44349176458     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCA.2007.4376371     Document Type: Conference Paper

References (17)

1. W. Huang and H. N. Lam, "Using generic algorithms to optimize controller parameters for HVAC systems", Energy and Buildings, vol. 26,pp. 277-282, 1997.
2. J. Wang, Y. Jing andD. An, "Study of neruon adaptive PID controller in a single-zone HVAC system", Proceedings of the First International Conference on Innovative Computing, Information and Control, vol. II, pp. 142-145, Beijing, China, 2006
3. X. Qi, A. Cai, J. Wu, J. Wu and P. Liu, "Simuation of indoor temperature control using fuzzy-PID contrloller in VAV air condtioning", Jouranl of Jiangsu University (Natural Science Edition), vol. 26(4), pp. 364-368, 2005.
4. X. Zhou, Y. Wang, Z. Zhou and B. Xiao, "Simulation study of fuzzy control based on the variable flow in inverter air conditioner", Fluid Machinery, vol. 28(7), pp. 42-46, 2000.
5. X. Guo, Y. Rui and J. Li, "Research on the simulation system of fuzzy intelligence inverter air-conditioner based on genetic algorithm", Journal of Shandong Univeristy of Technology (Sci & Tech), vol. 17(5), pp. 1237-1240,1243, 2005.
6. J. Deng and X. Wang, "Intelligent and fuzzy control of DC-type inverter air conditioner", Journal of Chendu Univeristy of Information Technology, vol. 19(4), pp. 490-495, 2004.
7. W. Zhen and H. Xu, "Application of self-adatptation fuzzy controller in the inverter air-conditon system", Technology of Measurement and Control, vol. 23(7), pp. 36-38, 2004.
8. X. Huang and W. Yang, "Fuzzy CMAC control of inverter air conditioner", Refrigeration Technology, vol. (3), pp. 34-36, 2004.
9. J. Wang, Simulation Study of Neural Network PID controller in Temperature of Air-conditioning Spaces, Baoding: School of Energy and Power Engineering, North China Electric Power University, 2004.
10. Y. Jiang, Y. Cao and Y. Gong, "Application of BP networks to a frequency inverter-based air conditioner", Journal of Shanghai Univeristy (Natural Science), vol. 7(6), pp. 398-400, 404, 2001.
11. Z. Zheng, J. Liang, B. Niu, Y. Yang and X. Zeng, "Simulation study on neural PID control of variable-frequency air conditioning systems", Heating Ventilating and Air Conditioning, vol. 34(12), pp. 93-95, 2004.
12. G. Wang and Y. Dai, "Intelligent control of room temperature with variable frequency central air-conditioning", Journal of Shandong Univeristy of Technology (Sci & Tech), vol. 18(1), pp. 76-81, 2004.
13. X. Long and Y. Su, "Controller Study Based PID Neural Network," Journal of Wuhan University of Technology(Information & Management Engineering), vol.24(5), pp. 32-35, 2002.
14. Z. Yuan, Artificial Neural Network and its Application, Beijing: Tsinghua University Press, 1999
15. J. Yi and Y. Hou, Intelligent Control, Beijing: Beijing University of Technology Press, 1999.
16. F. Wang, "Simulation study of system of inverter air conditioner", Fluid Machinery, vol. 26(3), pp. 45-47, 1998.
17. G Cao, The Research on Application of Auto-tuning PID Control in Air Conditioning Auto-control System, Tianjin: School of Environment Science and Engineering, Tianjin University, 2004.