relation: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3446/
title: Simulation-based Short-term Model Predictive Control for HVAC Systems of Residential Houses
creator: Nguyen, Hoai Son
creator: Yasuo, Tan
subject: Information Technology (IT)
description: In this paper, we propose a simple model predictive control (MPC) scheme for Heating, ventilation, and air conditioning (HVAC) systems in residential houses. Our control scheme utilizes fitted thermal simulation to achieve precise prediction of room temperature and energy consumption in each prediction period. The set points of HVAC systems are selected to minimize the amount of energy consumption while maintaining room temperature within a desirable range to satisfy user comfort. Our control system is simple enough to implement in residential houses and is more efficient comparing with rule-based control methods.
publisher: VNU Journal of Science
date: 2018
type: Article
type: PeerReviewed
format: application/pdf
language: en
identifier: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/3446/2/MPCforHVACsystem_final.pdf
identifier:   Nguyen, Hoai Son and Yasuo, Tan  (2018) Simulation-based Short-term Model Predictive Control for HVAC Systems of Residential Houses.  VNU Journal of Computer Science and Communication Engineering .    ISSN 0866-8612    (In Press)