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

• Date: 2026
• Main Authors: Жихай, Ванг, Верлань, А. А.
• Format: Article
• Language: English
• Published: Інститут проблем реєстрації інформації НАН України 2026
• Subjects: Intelligent Energy Management Software (IEMS); Cross-Domain Adaptation; Transfer Learning; Domain-Adversarial Training; Trustworthy Artificial Intelligence; Software Quality Assurance; Calibration; Explainability
• Online Access: https://drsp.ipri.kiev.ua/article/view/363165
• Journal Title: 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...