Forecast-Driven, Energy-Based, and Degradation-Aware Energy Management for a Photovoltaic-Integrated Hybrid UPS with a Dedicated Grid Battery Charger
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.
Authors
- Rafael Ruben Boros (ORCID: https://orcid.org/0000-0002-9532-4707)
- Ádám Móré (ORCID: https://orcid.org/0000-0002-1148-6099)
- Zoltán Kovács
Institutions
- University of Miskolc (HU)
- University of Nyíregyháza (HU)
Publication Details
- Journal
- Energies
- Published
- 2026-10-14
- DOI
- https://doi.org/10.3390/en19204869
- Primary Topic
- Smart Grid Energy Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00