A Consumer-Comfort Preserved Aggregative Approach for Realizing HVAC Flexibility Using Explicit MPC

With the ever-increasing penetration of renewable resources, realizing the flexibility of HVAC systems is valuable for maintaining power balance throughout Sustainable Electric Energy Systems (SEESs). The temperature set-point of the buildings has been adjusted to accommodate the thermal needs of the residents, thereby enabling system flexibility. Aggregators have become essential intermediaries for organizing distributed, manageable loads. Within this context, this paper proposes a new aggregation mechanism to realize the flexibility of Heating-Ventilation and Air-Conditioning (HVAC) systems in SEES. For the sake of HVAC control, we employ Model Predictive Control (MPC) technique. Since conventional MPC imposes the online computational burden, we adopt an Explicit MPC (EMPC) strategy to provide fast response. The proposed methodology was implemented in two case studies involving three buildings and 50 buildings to examine scalability. In these case studies, the methodology successfully maximized the flexibility of air conditioning demand, achieving a 76.26% for three buildings and 75.25% for 50 buildings reduction in the maximum power requested by the SEES operator, without compromising the thermal comfort of the occupants in the case of three buildings.

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Publication Details

Journal
IEEE Transactions on Consumer Electronics
Published
2025-01-01
DOI
https://doi.org/10.1109/tce.2025.3570724
Citations
1
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
1.01
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article

A Consumer-Comfort Preserved Aggregative Approach for Realizing HVAC Flexibility Using Explicit MPC

Amirhossein Nikoofard, Mohammad Reza Salehizadeh, H. Hosseini, Hossain Nemati et al.
1 citations
IEEE Transactions on Consumer Electronics
Building Energy and Comfort Optimization
1.01
article

A Consumer-Comfort Preserved Aggregative Approach for Realizing HVAC Flexibility Using Explicit MPC

Amirhossein Nikoofard, Mohammad Reza Salehizadeh, H. Hosseini, Hossain Nemati, Luis Baringo
article en
1 citations

Abstract

With the ever-increasing penetration of renewable resources, realizing the flexibility of HVAC systems is valuable for maintaining power balance throughout Sustainable Electric Energy Systems (SEESs). The temperature set-point of the buildings has been adjusted to accommodate the thermal needs of the residents, thereby enabling system flexibility. Aggregators have become essential intermediaries for organizing distributed, manageable loads. Within this context, this paper proposes a new aggregation mechanism to realize the flexibility of Heating-Ventilation and Air-Conditioning (HVAC) systems in SEES. For the sake of HVAC control, we employ Model Predictive Control (MPC) technique. Since conventional MPC imposes the online computational burden, we adopt an Explicit MPC (EMPC) strategy to provide fast response. The proposed methodology was implemented in two case studies involving three buildings and 50 buildings to examine scalability. In these case studies, the methodology successfully maximized the flexibility of air conditioning demand, achieving a 76.26% for three buildings and 75.25% for 50 buildings reduction in the maximum power requested by the SEES operator, without compromising the thermal comfort of the occupants in the case of three buildings.

IEEE Transactions on Consumer Electronics
Islamic Azad University, Marvdasht (IR), University of Castilla-La Mancha (ES), K. N. Toosi University of Technology (IR)
Openalex Percentile: Top 25%
Building Energy and Comfort Optimization
1.01
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A Consumer-Comfort Preserved Aggregative Approach for Realizing HVAC Flexibility Using Explicit MPC — Amirhossein Nikoofard, Mohammad Reza Salehizadeh, et al. · IEEE Transactions on Consumer Electronics (2025) | TGRS Research Map | TGRS