Advances in supervisory control strategies for a heat pump centric HVAC system − a comprehensive review on applications

• Reviewed case studies enabling off-the-shelf heat pumps to provide DSM in buildings. • Introduced the concept of a heat pump centric HVAC system • Compared system design, supervisory controller design, and validation methodology. • Coupling TES with COTS direct expansion heat pumps has not been widely studied. • Future deployment of controllers that adjust available control inputs is needed. The global fight against climate change through electrification has led to an increase in research investigating the development and deployment of supervisory controllers that enable high efficiency electrically driven vapor compression heat pumps operating within grid interactive efficient buildings to provide demand side management. This paper reviews over sixty relevant case studies within this domain that focus on commercial off-the-shelf heat pumps whose primary task is providing space conditioning. The concept of a heat pump-centric heating, ventilation, and air-conditioning system is introduced, accompanied by a detailed overview of various kinds of electric heat pumps and building-level thermal energy storage configurations. Additionally, the different types of supervisory controller designs, including rule-based control and model predictive control, are discussed, along with the various methods for communication between a supervisory controller and a downstream heat pump’s local controller. A comparative analysis is conducted in order to categorize the reviewed case studies based on their system design, supervisory control algorithm, and validation methodology. This detailed analysis allows the review to establish current research trends, identify potential gaps, and suggest future directions for the development of this technology. Overall, the authors recommend that more future research be devoted to low-cost practical retrofits that allow for easy integration of active thermal energy storage within heat pump-centric heating, ventilation, and air-conditioning system systems that utilize direct expansion heat pumps. We also suggest more research into the development and deployment of supervisory controllers that can properly communicate with commercial off-the-shelf heat pump local controller available control inputs, e.g., zone temperature setpoint. Lastly, more rigorous experimental demonstrations of advanced supervisory control within real and or closed-loop, transient/ quasi-steady state environments are necessary to reduce industry wide skepticism of this technology.

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Publication Details

Journal
Applied Thermal Engineering
Published
2025-08-29
DOI
https://doi.org/10.1016/j.applthermaleng.2025.128059
Citations
3
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
3.02

Funders

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article

Advances in supervisory control strategies for a heat pump centric HVAC system − a comprehensive review on applications

Veronica Adetola, Zheng D. O’Neill, Caleb Calfa, Jinyu Wen et al.
3 citations
Applied Thermal Engineering
Building Energy and Comfort Optimization
3.02
article

Advances in supervisory control strategies for a heat pump centric HVAC system − a comprehensive review on applications

Veronica Adetola, Zheng D. O’Neill, Caleb Calfa, Jinyu Wen, Xiaobing Liu, Zhiyao Yang
article en
3 citations

Abstract

• Reviewed case studies enabling off-the-shelf heat pumps to provide DSM in buildings. • Introduced the concept of a heat pump centric HVAC system • Compared system design, supervisory controller design, and validation methodology. • Coupling TES with COTS direct expansion heat pumps has not been widely studied. • Future deployment of controllers that adjust available control inputs is needed. The global fight against climate change through electrification has led to an increase in research investigating the development and deployment of supervisory controllers that enable high efficiency electrically driven vapor compression heat pumps operating within grid interactive efficient buildings to provide demand side management. This paper reviews over sixty relevant case studies within this domain that focus on commercial off-the-shelf heat pumps whose primary task is providing space conditioning. The concept of a heat pump-centric heating, ventilation, and air-conditioning system is introduced, accompanied by a detailed overview of various kinds of electric heat pumps and building-level thermal energy storage configurations. Additionally, the different types of supervisory controller designs, including rule-based control and model predictive control, are discussed, along with the various methods for communication between a supervisory controller and a downstream heat pump’s local controller. A comparative analysis is conducted in order to categorize the reviewed case studies based on their system design, supervisory control algorithm, and validation methodology. This detailed analysis allows the review to establish current research trends, identify potential gaps, and suggest future directions for the development of this technology. Overall, the authors recommend that more future research be devoted to low-cost practical retrofits that allow for easy integration of active thermal energy storage within heat pump-centric heating, ventilation, and air-conditioning system systems that utilize direct expansion heat pumps. We also suggest more research into the development and deployment of supervisory controllers that can properly communicate with commercial off-the-shelf heat pump local controller available control inputs, e.g., zone temperature setpoint. Lastly, more rigorous experimental demonstrations of advanced supervisory control within real and or closed-loop, transient/ quasi-steady state environments are necessary to reduce industry wide skepticism of this technology.

Applied Thermal EngineeringVol. 279
Oak Ridge National Laboratory (US), Battelle (US), Pacific Northwest National Laboratory (US), Drexel University (US), Texas A&M University (US)
Building Technologies Program
Affordable and clean energy
Openalex Percentile: Top 9%
Building Energy and Comfort Optimization
3.02
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