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Chapter 7 Conclusions and Future Work

7.2 Future Work

7.2.3 Multiple Evaporator Systems

Past research efforts have investigated control methods for multiple evaporator systems. These studies typically investigate systems with three or fewer evaporators. However, systems with upwards of 10 evaporators are becoming feasible and are not uncommon in Europe and Asia [47]. Systems with a large number of evaporators such as this are referred to as variable

refrigerant flow (VRF) systems. There are numerous studies in literature which investigate the efficiency of these systems comparing them to water chiller loops [48].

One potential investigation could examine how the degree of coupling between the evaporators of a VRF system is influenced by the number of evaporators. Many studies have determined that there is strong coupling in systems with two or three evaporators. However,

there is no study which investigates the coupling between a large number of evaporators as that seen in VRF systems. Research may be completed to determine what scenarios a single-input single-output control structure is sufficient and when a multi-input multi-output framework needed to account for system coupling.

List of References

[1] Goodwin, B.K., Grennes, T.J., and Craig, L.A., "Mechanical Refrigeration and the

Integration of Perishable Commodity Markets," Explorations in Economic History, vol.

39, no. 2, pp. 154-182, 2002.

[2] "Residential Energy Consumption," http://www.eia.doe.gov/consumption/, 2010.

[3] Hua, L., Jeong, S.-K., and You, S.-S., "Feedforward Control of Capacity and Superheat for a Variable Speed Refrigeration System," Applied Thermal Engineering, vol. 29, no. 5-6,

pp. 1067-1074, 2008.

[4] Keir, M., Rasmussen, B.P., and Alleyne, A., "Improving Energy Efficiency in Automotive Vapor Compression Cycles through Advanced Control Design," in SAE 2006 World Congress and Exposition, Detroit, MI.

[5] Changenet, C., Charvet, J.N., Gehin, D., Sicard, F., and Charmel, B., "Study on Predictive Functional Control of an Expansion Valve for Controlling the Evaporator Superheat,"

Systems and Control Engineering, vol. 222, no. 1, pp. 571-582, 2008.

[6] Qureshi, T.Q. and Tassou, S.A., "Variable-Speed Capacity Control in Refrigeration Systems,"16, no. 2, pp. 103-113, Feb, 1996.

[7] Rasmussen, B.P. and Alleyne, A.G., "Stable Gain-Scheduling on Endogenous Signals," in

[8] Rasmussen, B.P. "Thermosys Toolbox User's Manual," http://mr- roboto.me.uiuc.edu/thermosys, 2005.

[9] Li, B. and Alleyne, A., "A Full Dynamic Model of a HVAC Vapor Compression Cycle Interacting with a Dynamic Environment," in American Control Conference, St. Louis,

MO.

[10] Lu, B., Wu, X., Figueroa, H., and Monti, A., "A Low-Cost Real-Time Hardware-in-the- Loop Testing Approach of Power Electronics Controls," IEEE Transactions on Industrial Electronics , vol. 54, no. 2, pp. 919-931, Apr, 2007.

[11] Isermann, R., Schaffnit, J., and Sinsel, S., "Hardware-in-the-Loop Simulation for the Design and Testing of Engine-Control Systems," Control Engineering Practice, vol. 7, pp. 643-

653, 1999.

[12] ASHRAE Handbook: Fundamentals, Chapter 30. In: Anonymous Atlanta, GA: American Society of Heating, Refrigerating, and Air-Conditioning Engineers, 2005.

[13] Rasmussen, B.P., "Dynamic Modeling and Advanced Control of Air Conditioning and Refrigeration Systems," Dept. of Mechanical and Industrial Engineering, University of Illinois, Urbana, IL, Dec. 2005.

[14] Chia, P.K., Tso, C.P., Jolly, P.G., Wong, Y.W., and Jia, X., "Fuzzy Control of Superheat in Container Refrigeration using an Electronic Expansion Valve," HVAC&R Research, vol.

3, no. 1, pp. 81-98, 1997.

[15] Finn, D.P. and Doyle, C.J., "Control and Optimization Issues Associated with Algorithm- Controlled Refrigerant Throttling Devices," in 2000 ASHRAE Winter Meeting, vol. 106

[16] Aprea, C. and Renno, C., "Experimental Analysis of a Transfer Function for an Air Cooled Evaporator," Applied Thermal Engineering, vol. 21, pp. 481-493, 2001.

[17] P. Mithraratne and N.E. Wijeysundera, "An experimental and numerical study of hunting in thermostatic-expansion-valve-controlled evaporators," International Journal of

Refrigeration, vol. 25, no. 7, pp. 992-998, 2002.

[18] Cengel, Y. and Boles, M. Thermodynamics An Engineering Approach, New York, NY: McGraw-Hill, 2006.

[19] Long, J., inventor. Control for Refrigeration Systems. US. Patent no. 3577743, 1971.

[20] Gruhle, W.D. and Isermann, R., "Modeling and Control of a Refrigerant Evaporator," ASME Journal of Dynamic Systems Measurement & Control, vol. 107, no. 4, pp. 235-240, Dec,

1985.

[21] Ohya, S. and Ohta, H., inventors. System for Controlling Flow Rate of Refrigerant. US. Patent no. 4674292, 1987.

[22] Parkum, J. and Wagner, C., "Identification and Control of a Dry-Expansion Evaporator," in

IFAC System Identification, Copenhagen, Denmark, 1994.

[23] Jolly, P.G., Tso, C.P., Chia, P.K., and Wong, Y.W., "Intelligent Control to Reduce Superheat Hunting and Optimize Evaporator Performance in Container Refrigeration,"

HVAC&R Research, vol. 6, no. 3, pp. 243-255, Jul, 2000.

[24] Li, X., Chen, J., Chen, Z., Liu, W., Hu, W., and Liu, X., "A New Method for Controlling Refrigerant Flow in Automobile Air Conditioning," Applied Thermal Engineering, vol.

24, pp. 1073-1085, 2004.

[25] Lin, J. and Yeh, T., "Modeling, Identification and Control of Air-Conditioning Systems,"

International Journal of Refrigeration, vol. 30, pp. 209-220, 2007.

[26] Elliott, M., Shenoy, B., and Rasmussen, B., "A Control Architecture Solution to Superheat Nonlinearity," in American Control Conference, Baltimore, MD, 2010.

[27] Tingrui, L., Guangqing, C., and Jidai, W., "Autocontrol of Electronic Expansion Valve Based on Optimal Fuzzy PD Controller," in Second International Conference on Genetic and Evolutionary Computing, Hubei.

[28] Seem, J., "A New Pattern Recognition Adaptive Controller with Application to HVAC Systems," Automatica, vol. 34, no. 8, pp. 969-982, 1998.

[29] Gruhle, W. and Isermann, R., "Modeling and Control of a Refrigerant Evaporator," Journal of Dynamic Systems, Measurements, and Control, vol. 107, pp. 235-240, Dec, 1985.

[30] Hewitt, N.J., Mcmullan, J.T., Murphy, N.E., and Ng, C.T., "Comparison of Expansion Valve Performance," International Journal of Energy Research, vol. 19, pp. 347-359,

1995.

[31] Rasmussen, H., "Nonlinear Superheat and Capacity Control of a Refrigeration Plant," in

17th IEEE International Conference on Control Applications, Antonio, TX.

[32] Ohya, S. and Ohta, H., inventors. System for Controlling Flow Rate of Refrigerant. US. Patent no. 4674292, 1987.

[33] Chen, Y., Chen, J., Reifel, A., and Koesterer, D., inventors. System and Method for Controlling an Air Conditioner or Heat Pump. US. Patent Application 20080216500.

[34] Schmidt, F., inventor. Method for Controlling the Superheat Temperature of the Refrigerant in an Evaporator Arrangement of a Refrigeration System or Heat Pump System, and a Device for Implimenting the Method. US. Patent no. 6018959.

[35] Matsuoka, A., Honda, Y., and Takagi, M., inventors. Refrigeratin System. US. Patent no. 4807445, 1989.

[36] Beckey, T. and Nelson, L., inventors. Adaptive Refrigerant Control Algorithm. US. Patent no. 4848099, 1989.

[37] Jessen, L., inventor. Controller and a Method for Controlling an Expansion Valve of a Refrigeration System. US. Patent no. 6854285, 2005.

[38] Sibik, L., Leaver, D., and Goshaw, C., inventors. Feed Forward Control of Expansion Valve. US Patent no. 5632154, 1997.

[39] Lord, R., inventor. Mehtod and Apparatus for Controlling a Refrigerant Expansion Valve in a Refrigeration System. US. Patent no. 4523435, 1985.

[40] Schmidt, F., inventor. Control Arrangement for the Superheat Temperature of at Least One Evaporation of a Refrigeration System. US. Patent no. 5782103, 1998.

[41] Satoshi Ohya, O., Hiroshi Taniguchi, O., and Hiroshi Tamayama, O., inventors. Refrigerating Apparatus and Method of Controlling Refrigerating Apparatus in Accordance with Fuzzy Reasoning. US. Patent no. 5259210, 1993.

[42] Toshihiko Fukushima, I., Seigo Miyamot, K., Kosaku Sayo, K., and Kenji Emi, K., inventors. Refrigerant Flow Control Device. US. Patent no. 4617804, 1986.

[43] Franklin, G., Powel, J., Emami-Naeini, A., Anonymous. Feedback Control of Dynamic Systems, New Jersey: Prentice Hall, 2006.

[44] Skogestad, S., "Probably the Best Simple PID Tuning Rules in the World," in AIChE Annual Meeting, Reno, NV, Nov. 2001.

[45] Liu, G. and Daley, S., "Optimal-Tuning PID Control for Industrial Systems," Control Engineering Practice, vol. 9, no. 11, pp. 1185-1194, Nov, 2001.

[46] Peng, Y., Vrancic, D., and Hanus, R., "Anti-Windup, Bumpless, and Conditioned Transfer Techniques for PID Controllers," IEEE Control Systems, vol. 16, no. 4, pp. 48-57, Aug,

1996.

[47] Amarnath, A. and Blatt, M., "Variable Refrigerant Flow: Where, Why, and How,"

[48] Goetzler, W., "Variable Refrigerant Flow Systems," ASHRAE Journal, vol. pp. 52-55, Apr,

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