Dynamic real-time control for a multi-energy prosumer with electricity and heat

• Novel dynamic real-time control scheme for multi-energy prosumers (electricity and heat). • A new state-based EMS was designed to maximize renewable energy utilization. • The proposed control minimizes reliance on local electrical and gas networks. • Exhaustive validation via 250 simulations under diverse operating conditions. • Real-time HIL experiment confirms adequate control response in practical scenarios. Multi-energy prosumers have emerged as a promising avenue for curtailing energy consumption by integrating diverse energy vectors in a synchronised operation. Prevailing investigations have predominantly focused on static analyses directed at optimising cost functions for power dispatch problems, often overlooking the dynamic facets of the system. This paper introduces a dynamic real-time control scheme for a multi-energy prosumer encompassing electricity and heat as energy vectors. A novel state-based energy management system (EMS) is designed, with the goal of ensuring energy balance (electrical and thermal), while prioritising the utilization of renewable energy and diminishing reliance on local electrical distribution networks. To this end, three different operating modes are defined regarding the real-time renewable capacity. The EMS and multi-energy prosumer are subjected to evaluation across several weather conditions in a 4-h variable load profile. A sensibility analysis considering 250 simulations of 1-h duration, with a wide range of irradiance, water demand, underfloor heating load, and state-of-charge conditions were used to validate the control response, demonstrating the lack of use of the local grid. Moreover, a real-time experiment employing hardware-in-the-loop testing with an OPAL-RT4512 unit and a dSPACE MicroLabBox control prototype confirms the adequate response in a practical scenario. Comparative validation against a fuzzy-logic benchmark throughout a 24-h dynamic horizon revealed that the proposed state-based EMS reduced grid dependency by 36.61% and auxiliary gas boiler by 2.23%. Furthermore, the architecture achieved a 30-fold reduction in computational time while maintaining negligible control errors, establishing its superior suitability for real-time implementation in prosumers environments.

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Publication Details

Journal
Energy and Buildings
Published
2026-03-09
DOI
https://doi.org/10.1016/j.enbuild.2026.117281
Primary Topic
Smart Grid Energy Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Dynamic real-time control for a multi-energy prosumer with electricity and heat

Vedran S. Perić, David Carrasco-González, Pablo García-Triviño, Carlos E. Ugalde-Loo et al.
Energy and Buildings
Smart Grid Energy Management
article

Dynamic real-time control for a multi-energy prosumer with electricity and heat

Vedran S. Perić, David Carrasco-González, Pablo García-Triviño, Carlos E. Ugalde-Loo, Pablo Horrillo-Quintero, Luis M. Fernández-Ramírez
article en

Abstract

• Novel dynamic real-time control scheme for multi-energy prosumers (electricity and heat). • A new state-based EMS was designed to maximize renewable energy utilization. • The proposed control minimizes reliance on local electrical and gas networks. • Exhaustive validation via 250 simulations under diverse operating conditions. • Real-time HIL experiment confirms adequate control response in practical scenarios. Multi-energy prosumers have emerged as a promising avenue for curtailing energy consumption by integrating diverse energy vectors in a synchronised operation. Prevailing investigations have predominantly focused on static analyses directed at optimising cost functions for power dispatch problems, often overlooking the dynamic facets of the system. This paper introduces a dynamic real-time control scheme for a multi-energy prosumer encompassing electricity and heat as energy vectors. A novel state-based energy management system (EMS) is designed, with the goal of ensuring energy balance (electrical and thermal), while prioritising the utilization of renewable energy and diminishing reliance on local electrical distribution networks. To this end, three different operating modes are defined regarding the real-time renewable capacity. The EMS and multi-energy prosumer are subjected to evaluation across several weather conditions in a 4-h variable load profile. A sensibility analysis considering 250 simulations of 1-h duration, with a wide range of irradiance, water demand, underfloor heating load, and state-of-charge conditions were used to validate the control response, demonstrating the lack of use of the local grid. Moreover, a real-time experiment employing hardware-in-the-loop testing with an OPAL-RT4512 unit and a dSPACE MicroLabBox control prototype confirms the adequate response in a practical scenario. Comparative validation against a fuzzy-logic benchmark throughout a 24-h dynamic horizon revealed that the proposed state-based EMS reduced grid dependency by 36.61% and auxiliary gas boiler by 2.23%. Furthermore, the architecture achieved a 30-fold reduction in computational time while maintaining negligible control errors, establishing its superior suitability for real-time implementation in prosumers environments.

Energy and BuildingsVol. 359
Universidad de Cádiz (ES), University of Bayreuth (DE), Cardiff University (GB)
Affordable and clean energy
Openalex Percentile: Top 29%
Smart Grid Energy Management
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