E-ISSN 2414-6013 | ISSN 2411-9636
 
2026, Vol: 15, Issue: 1
15 / 1Current Issue

Technical Note 


Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy

Youssef Boutahri, Amine Tilioua, Abdellatif Ait Mansour.


Abstract
In addressing the imperative need to optimize heating, ventilation, and air-conditioning (HVAC) systems for improved indoor comfort and reduced energy expenditures within buildings, Model Predictive Control (MPC) emerges as a highly effective algorithm for the proactive management of intricate HVAC systems. This article introduces an MPC model designed with the dual objectives of guaranteeing thermal comfort and minimizing energy consumption in residential heating contexts. The model, developed and simulated using the MATLAB Simulink platform, achieves these objectives through meticulous adjustments of MPC parameters, ensuring optimal heating energy consumption while sustaining comfort levels. Compared to a traditional PID controller, the proposed MPC demonstrated superior energy efficiency, achieving up to 22.7% in energy savings. These findings underscore the promising potential of MPC for intelligent management of residential heating systems, striking a balance between comfort and energy efficiency. The results highlight the practical advantages of adopting MPC in residential settings, paving the way for more sustainable and comfortable living environments.

Key words: Model Predictive Control, HVAC Systems, Energy Efficiency, Control, Thermal Comfort


 
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How to Cite this Article
Pubmed Style

Boutahri Y, Tilioua A, Mansour AA. Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Sol. Energy Sustain. Dev.. 2024; 15(0): 118-132.

doi:10.51646/jsesd.v15iMME.409

Web Style

Boutahri Y, Tilioua A, Mansour AA. Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. https://www.jsesd.org/?mno=302658159 [Access: November 10, 2026].

doi:10.51646/jsesd.v15iMME.409

AMA (American Medical Association) Style

Boutahri Y, Tilioua A, Mansour AA. Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Sol. Energy Sustain. Dev.. 2024; 15(0): 118-132.


doi:10.51646/jsesd.v15iMME.409

Vancouver/ICMJE Style

Boutahri Y, Tilioua A, Mansour AA. Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Sol. Energy Sustain. Dev.. (2024), [cited November 10, 2026]; 15(0): 118-132.


doi:10.51646/jsesd.v15iMME.409

Harvard Style

Boutahri, Y., Tilioua, . A. & Mansour, . A. A. (2024) Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Sol. Energy Sustain. Dev., 15 (0), 118-132.


doi:10.51646/jsesd.v15iMME.409

Turabian Style

Boutahri, Youssef, Amine Tilioua, and Abdellatif Ait Mansour. 2024. Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Solar Energy and Sustainable Development, 15 (0), 118-132.


doi:10.51646/jsesd.v15iMME.409

Chicago Style

Boutahri, Youssef, Amine Tilioua, and Abdellatif Ait Mansour. "Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy." Solar Energy and Sustainable Development 15 (2024), 118-132.


doi:10.51646/jsesd.v15iMME.409

MLA (The Modern Language Association) Style

Boutahri, Youssef, Amine Tilioua, and Abdellatif Ait Mansour. "Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy." Solar Energy and Sustainable Development 15.0 (2024), 118-132. Print.


doi:10.51646/jsesd.v15iMME.409

APA (American Psychological Association) Style

Boutahri, Y., Tilioua, . A. & Mansour, . A. A. (2024) Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy. Solar Energy and Sustainable Development, 15 (0), 118-132.


doi:10.51646/jsesd.v15iMME.409

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