Work

Optimization of an energy management system for PEMFCs including degradation

Year: 2025
Type: article
Abstract: Proton exchange membrane fuel cells (PEMFCs) can efficiently convert hydrogen into electricity for stationary applications, providing an emission-free solution for backup power and off-grid applications. However, degradation and partial load operation introduce new challenges that have been seldom addressed in the design and optimization of energy management systems (EMS). Thus, this study proposes multiple novelties in modelling and optimization to include these effects and overcome associated computational challenges by proposing a new rolling horizon optimization method. The results indicate that optimized EMS can reduce the equivalent annual operating costs (EAOC) by up to 15% compared with a rule-based method with fixed fuel cell load. Additionally, degradation effects can lead to a 12% increase in OPEX due to efficiency losses, which can be reduced to 4% with the proposed optimization method. Additionally, slightly oversizing the number of PEMFC units or providing enough battery support can lead to EAOC reductions up to 6%. Furthermore, hydrogen cost variation (1–2 USD/kg) has the largest effect on the EAOC (up to 20%) among the key economic parameters considered.
Language: English
Field: Energy
Open Access status: hybrid
Estimated APC paid: $4,600
OpenAlex ID: W4411438326
FWCI: 0.548
Cites: 24
Cited by: 3
Related to: 10