Reheat optimization of the variable-air-volume box

نویسندگان

  • Andrew Kusiak
  • Mingyang Li
چکیده

A data-driven approach for optimizing the reheat process in a variable-air-volume box is presented. Data-mining algorithms derive temporal predictive models from the reheat process data. The biobjective model formed is solved with a modified particle swarm optimization algorithm. To increase computational efficiency, two levels of non-dominated solutions are introduced while solving the optimization model. A model predictive control strategy is used to generate controls minimizing the reheat output while maintaining the thermal comfort at an acceptable level. 2010 Elsevier Ltd. All rights reserved.

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تاریخ انتشار 2010