Сross-domain adaptation and trusted quality assurance of intelligent energy management software

• Datum: 2026
• Автори та афіліації: Ванг Жихай — Guangzhou Xinhua University, National Technical University of Ukraine "Ihor Sikorsky Kyiv Polytechnic Institute"; А. А. Верлань — National Technical University of Ukraine "Ihor Sikorsky Kyiv Polytechnic Institute", Norwegian University of Science and Technology
• Ключові слова: keywords
• Hauptverfasser: Жихай, Ванг, Верлань, А. А.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: Інститут проблем реєстрації інформації НАН України 2026
• Schlagworte: Intelligent Energy Management Software (IEMS); Cross-Domain Adaptation; Transfer Learning; Domain-Adversarial Training; Trustworthy Artificial Intelligence; Software Quality Assurance; Calibration; Explainability
• Online Zugang: https://drsp.ipri.kiev.ua/article/view/363165
• Назва журналу: Data Recording, Storage & Processing

Intelligent Energy Management Software must ensure reliable operation across heterogeneous domains where data distributions and system environments frequently vary. This paper introduces a cross-domain adaptation and trusted quality assurance framework that combines transfer learning, adversarial do...