Title
Energy Security of Photovoltaic Systems in the Context of Artificial Intelligence Development
Authors
[ 1 ] Wydział Bezpieczeństwa Narodowego, Akademia Sztuki Wojennej | [ P ] employee
Scientific discipline (Law 2.0)
Year of publication
2025
Published in
Journal year: 2025 | Journal volume: Vol. XXVIII | Journal number: Issue 3
Article type
scientific article
Publication language
english
Keywords
Abstract
EN This article analyzes the impact of artificial intelligence (AI) advancements on the energy and operational security of photovoltaic (PV) systems. The rapid expansion of solar energy brings numerous benefits but also introduces new challenges, including production instability and operational risks. The paper highlights key AI applications in PV energy forecasting, smart energy management, and advanced fault diagnostics. It also identifies challenges associated with AI deployment, such as data quality, cybersecurity threats, and regulatory issues. Design/Methodology/Approach: The study adopts a mixed-method approach, combining a systematic literature review with case studies of AI applications in photovoltaic systems. Comparative analysis was conducted using data from Poland, the European Union, and other developed countries, allowing for the identification of both common trends and region-specific challenges. Findings: The analysis demonstrates that AI can significantly enhance the reliability and stability of PV energy supply, provided that appropriate technological, organizational, and regulatory frameworks are established. Practical implementations: The findings are illustrated by practical implementations of AI in energy forecasting, predictive maintenance, and intelligent grid management in European and Polish energy companies. Case studies highlight how AI-supported control systems enhance the stability of photovoltaic energy supply by integrating storage facilities and demand-side management. Originality/Value: This article contributes original insights into the role of AI in ensuring both energy security and operational safety of photovoltaic installations under dynamic market and regulatory conditions.
Date of online publication
08.09.2025
Pages (from - to)
786 - 806
Comments
Bibliografia na stronach 804-806.
License type
CC BY (attribution alone)
Open Access Mode
open journal
Open Access Text Version
final published version
Release date
08.09.2025
Date of Open Access to the publication
at the time of publication
Full text of article
Access level to full text
public
Ministry points / journal
100
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