ShareA neural-network-based identifier/controller for modern HVAC control.
Author(s) : SO A. T. P., CHAN W. L., CHOW T. T., TSE W. L.
Summary
The paper reports the application of an artificial neural network to serve both as a system identifier and as an intelligent controller for an air-handling system. A comprehensive software model has been established based on the specifications of a standard air-handling unit on the market. The control target involves the minimization of two weighted factors: the errors between setpoints and control variables and the total energy consumption. The excellent performance of the artificial neural network identifier/controller is illustrated by comparing it with that of a conventional proportional-integral-derivative controller.
Details
- Original title: A neural-network-based identifier/controller for modern HVAC control.
- Record ID : 1996-3643
- Languages: English
- Source: ASHRAE Transactions.
- Publication date: 1995/06/24
- Document available for consultation in the library of the IIR headquarters only.
Links
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Indexing
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Nonlinear HVAC computations using neural networks.
- Author(s) : MISTRY S. I., NAIR S. S.
- Date : 1993
- Languages : English
- Source: ASHRAE Transactions 1993.
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Adaptive control of HVAC processes using predic...
- Author(s) : CURTISS P. S., KREIDER J. F., BRANDEMUEHL M. J.
- Date : 1993
- Languages : English
- Source: ASHRAE Transactions 1993.
View record
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Examples of neural networks used for building s...
- Author(s) : CURTISS P. S.
- Date : 1997
- Languages : English
- Source: ASHRAE Transactions.1997 Annual Meeting, Boston, MA.
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Neural-based air-handling unit for indoor relat...
- Author(s) : ZHANG Q., FOK S. C., WONG Y. W., et al.
- Date : 2005
- Languages : English
- Source: ASHRAE Transactions. 2005 Winter Meeting. Volume 111, part 1 + CD-ROM.
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Hourly thermal load prediction for the next 24 ...
- Author(s) : KAWASHIMA M., DORGAN C. E., MITCHELL J. W.
- Date : 1995/01
- Languages : English
- Source: ASHRAE Transactions.
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