JOURNAL BROWSE
Search
Advanced SearchSearch Tips
Indoor Temperature Control of an Air-Conditioning System Using Model Predictive Control
facebook(new window)  Pirnt(new window) E-mail(new window) Excel Download
 Title & Authors
Indoor Temperature Control of an Air-Conditioning System Using Model Predictive Control
Jo, Hang-Cheol; Byeon, Gyeong-Seok; Song, Jae-Bok; Jang, Hyo-Hwan; Choe, Yeong-Don;
  PDF(new window)
 Abstract
The mathematical model of a air-conditioning system is generally very complex and difficult to apply to controller design. In this paper, simple models applicable to the controller design are obtained by modeling the air-conditioning system by single-input single-output between compressor speed and indoor temperature, and by multi-input single-output between compressor speed, indoor fan speed and indoor temperature. Using these empirical models, model predictive control(MPC) technique was implemented for indoor temperature control of the air-conditioning system. It has been shown from various experiments that the indoor temperature control based on the MPC scheme yields reasonably good tracking performance with smooth changes in plant inputs. this multi-input multi-output MPC approach can be extended to multi air- conditioning systems where the conventional PID control scheme is very difficult to apply.
 Keywords
Model Predictive Control;Air-Conditioning System;System Identification;
 Language
Korean
 Cited by
 References
1.
Betzaida, A., and Miguel, V., 1999, 'Nonlinear Control of a Heating, Ventilating, and Air Conditioning System with Thermal Load Estimation,' IEEE Trans. on Control Systems Technology, Vol. 7, No. 1, pp. 56-63 crossref(new window)

2.
Seem, J., 1998, 'A New Pattern Recognition Adaptive Controller with Application to HVAC Systems,' Automatica, Vol. 34, No. 8, pp. 969-982 crossref(new window)

3.
Piao, Y., Zhang, H. and Zeungnam, B., 1998, 'A Simple Fuzzy Aadaptive Control Method and Application in HVAC,' Proc. of the IEEE Int'l Conf. on Fuzzy Systems, Vol. 1, pp. 528-532 crossref(new window)

4.
Wei, D., and Chen, N., 1995, 'Air Conditioner Direct Load Control by Multi-pass Dynamic Programming,' IEEE Trans. on Power Systems, Vol. 10, No. 1, pp. 307-313 crossref(new window)

5.
Lee, S., Jeong, M. and Jang, B., 1998, 'Fuzzy Precompensated PI Controller for a Variable Capacity Heat Pump,' Proc. of the IEEE Int'l conf. on Control Applications, pp. 953-957 crossref(new window)

6.
Clarke, D., Mohtadi, C., and Tuffs, P., 1987, 'Generalized Predictive Control-Part 1, the Basic Algorithm,' Automatica, Vol. 23, No. 2, pp. 137-148 crossref(new window)

7.
김용상, 김용찬, 1997, 'R-22 및 R-290을 적용한 인버터 열펌프의 성능 시뮬레이션,' 공기조화 냉동공학회 동계학술발표회 논문집, pp. 358-366

8.
Ronald, S., 1992, Predictive Control, Prentice Hall, pp. 45-48

9.
Camacho, E., Bordons, C., 1994, Model Predictive Control in Process Industry, Springer

10.
Kutnetsov, A., Clarke, D., 1994, Advances in Model-based Predictive Control, Oxford University, pp. 318-329

11.
Landau, I., 1990, System Identification and Control Design, Prentice Hall