Weather Impact on DER Long-term Performance: A Formal Verification Approach
Distributed energy resources (DERs), such as solar photovoltaic (PV) panels, are essential to modern energy systems, providing resilience and producing clean, local energy. However, their long-term performance is vulnerable to environmental factors, often leading to undetected issues due to the complexity of systematic monitoring. To address this, we propose a work-in-progress approach leveraging stochastic modeling to analyse and verify system requirements. This approach enables a rigorous evaluation of performance under varying weather conditions, as shown in our preliminary results, representing a significant step forward in managing renewable energy resources effectively.
Authors
- Ioannis Stefanakos (ORCID: https://orcid.org/0000-0003-3741-252X)
- Xinwei Fang (ORCID: https://orcid.org/0000-0003-3630-2249)
- Hongjian Sun (ORCID: https://orcid.org/0000-0001-8660-8081)
- Ankita Garg
- A.A. Osman
- Misael Alpizar Santana
Institutions
- Durham University (GB)
- University of York (GB)
Publication Details
- Published
- 2024-11-10
- DOI
- https://doi.org/10.1109/isgtasia61245.2024.10876300
- Primary Topic
- Efficiency Analysis Using DEA
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Engineering and Physical Sciences Research Council