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Article

Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger

by
Rafael Ruben Boros
1,2,*,
Ádám Móré
1,3 and
Zoltán Kovács
4
1
Department of Transport Science and Infotechnology, Institute of Engineering and Agricultural Sciences, University of Nyíregyháza, 4400 Nyíregyháza, Hungary
2
Department of Electrical and Electronic Engineering, Institute of Physics and Electrical Engineering, University of Miskolc, 3515 Miskolc, Hungary
3
Institute of Automation and Info-Communication, University of Miskolc, 3515 Miskolc, Hungary
4
Department of Vehicle and Agricultural Engineering, Institute of Engineering and Agricultural Sciences, University of Nyíregyháza, 4400 Nyíregyháza, Hungary
*
Author to whom correspondence should be addressed.
Energies 2026, 19(20), 4869; https://doi.org/10.3390/en19204869
Submission received: 11 September 2026 / Revised: 2 October 2026 / Accepted: 10 October 2026 / Published: 14 October 2026
(This article belongs to the Section A2: Solar Energy and Photovoltaic Systems)

Abstract

This paper presents a forecast-plan/actual-replay energy management framework for a photovoltaic-integrated hybrid uninterruptible power supply. A day-ahead schedule is generated from forecasts and replayed using realized profiles. The formulation accounts for converter losses, LiFePO4 battery degradation, reserve requirements, and terminal stored-energy constraints. Economic comparisons require terminal inventory comparability and critical validation compliance. Ten baseline 24 h scenarios cover positive and negative prices, photovoltaic forecast error, alternative objectives, and unannounced outages. Five additional cases examine prescribed PV overprediction and underprediction. Relative to a terminal-comparable grid-first UPS, system-level selected-objective cost reductions reached 15.818% in the positive-price PV case and 31.010% in the PV-rich outage case; these values do not isolate predictive scheduling or GA effects. In the five additional cases, selected-objective differences ranged from a 0.673% reduction to a 1.232% increase, despite preserved feasibility and complete load service in the primary runs. Null and control cases showed no artificial cycling. The non-compliant baseline case and additional diagnostic runs were excluded from economic inference. The results demonstrate traceable, validation-gated comparisons while showing that maintained operational feasibility does not guarantee an economic advantage under PV forecast mismatch.
Keywords: hybrid uninterruptible power supply; photovoltaic generation; LiFePO4 battery; forecast-informed energy management; battery degradation; genetic algorithm; energy arbitrage; dedicated grid charger; terminal inventory; actual-profile replay hybrid uninterruptible power supply; photovoltaic generation; LiFePO4 battery; forecast-informed energy management; battery degradation; genetic algorithm; energy arbitrage; dedicated grid charger; terminal inventory; actual-profile replay

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MDPI and ACS Style

Boros, R.R.; Móré, Á.; Kovács, Z. Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger. Energies 2026, 19, 4869. https://doi.org/10.3390/en19204869

AMA Style

Boros RR, Móré Á, Kovács Z. Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger. Energies. 2026; 19(20):4869. https://doi.org/10.3390/en19204869

Chicago/Turabian Style

Boros, Rafael Ruben, Ádám Móré, and Zoltán Kovács. 2026. "Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger" Energies 19, no. 20: 4869. https://doi.org/10.3390/en19204869

APA Style

Boros, R. R., Móré, Á., & Kovács, Z. (2026). Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger. Energies, 19(20), 4869. https://doi.org/10.3390/en19204869

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