On-line, auto-tuning control of Electronic Expansion Valves

In this paper, the results of a research project aimed at deriving simple, high-performance, auto-tuning, robust control algorithms for evaporators controlled by means of EEVs (Electronic Expansion Valves) are reported. Control design is performed by resorting to a detailed virtual prototyping environment described in Beghi and Cecchinato (2009). The proposed control scheme consists of two nested loops. In the inner loop, the plant is connected in feedback to a PID controller. It is assumed that the structure of the process model is given but its parameters are unknown. The outer loop is composed of a parameter estimator and an adaptation algorithm that updates the parameters of the PID controller on the basis of the result of a system identification procedure. Performance of the proposed controller is evaluated in the virtual prototyping environment by means of simulations.

[1]  T.-J. Yeh,et al.  Modeling, identification and control of air-conditioning systems , 2007 .

[2]  C Changenet,et al.  Study on predictive functional control of an expansion valve for controlling the evaporator superheat , 2008 .

[3]  P. G. Jolly,et al.  Distributed steady and dynamic modelling of dry-expansion evaporators , 1999 .

[4]  Doug Cooper,et al.  A practical multiple model adaptive strategy for single-loop MPC , 2003 .

[5]  S. Touber,et al.  Simulation model of a vapor compression refrigeration system , 1983 .

[6]  K. Higuchi,et al.  Dynamic characteristics of thermostatic expansion valves , 1982 .

[7]  Yong Zhang,et al.  Advanced controller auto-tuning and its application in HVAC systems , 2000 .

[8]  Piet M.T. Broersen Control with a thermostatic expansion valve , 1982 .

[9]  R. Bugarel,et al.  Economie d'énergie: pompe à chaleur à absorption , 1981 .

[10]  Chen Zhijiu,et al.  Experimental investigation of a minimum stable superheat control system of an evaporator. , 2002 .

[11]  J. G. Ziegler,et al.  Optimum Settings for Automatic Controllers , 1942, Journal of Fluids Engineering.

[12]  R. Q. Zhu,et al.  Fuzzy-PID Methods for Controlling Evaporator Superheat , 2000 .

[13]  N. E. Wijeysundera,et al.  Dynamic simulation of a thermostatically controlled counter-flow evaporator , 2000 .

[14]  P. Haberschill,et al.  The transient response of an evaporator fed through an electronic expansion valve , 1997 .

[15]  Alessandro Beghi,et al.  A simulation environment for dry-expansion evaporators with application to the design of autotuning control algorithms for electronic expansion valves , 2009 .

[16]  P. Fleming,et al.  Method for on-line identification of a first order plus dead-time process model , 1995 .

[17]  Rolf Isermann,et al.  Modeling and Control of a Refrigerant Evaporator , 1985 .

[18]  D. P. Atherton,et al.  Automatic tuning of optimum PID controllers , 1993 .

[19]  Robert J. Moffat,et al.  Describing the Uncertainties in Experimental Results , 1988 .

[20]  Karl Johan Åström,et al.  PID Controllers: Theory, Design, and Tuning , 1995 .

[21]  Matthew S. Elliott,et al.  On reducing evaporator superheat nonlinearity with control architecture , 2010 .