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  1. Home
  2. 4198 -- Experimental Results of a Predictive Neural Network HVAC Controller

4198 -- Experimental Results of a Predictive Neural Network HVAC Controller ✓ Most Recent

1711140

Conference Proceeding by ASHRAE , 1998

Erik Jeannette; Kriengkrai Assawamartbunlue, Peter S. Curtiss, Ph.D., Jan F. Kreider, Ph.D., P.E.

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Proportional, integral, and derivative (PID) control is widely used in many HVAC control processes and requires constant attention for optimal control. Artificial neural networks offer the potential for improved control of processes through predictive techniques. This paper introduces and shows experimental results of a predictive neural network (PNN) controller applied to an unstable hot water system in an air-handling unit. Actual laboratory testing of the PNN and PID controllers show favorable results for the PNN controller.

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  • ASHRAE > Conferences > ASHRAE Conferences > 1998 Annual Conference, Toronto, ON > Transactions 1998, Vol. 104, pt. 2 > Technical Papers
  • ASHRAE > Transactions > Transactions 1998, Vol. 104, pt. 2 > Technical Papers

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Published:

1998

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1 file

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D-7665

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