Alexandra I. Khalyasmaa

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• RenewableXAI: Model-Exact Explanation Stability for Renewable Energy Forecasting – Software and Evaluation Artifact2026
• Interactive Physics-Informed Virtual Sensing for Non-Contact Overhead Power Distribution Line Fault Diagnosis2026
• Power & Energy Magazine - Volume 24: Issue 4 - July August 2026 - Integrated System Planning and Electric Power Nexus2026
• UVInsDet: A Ground-Based Robotic Inspection Dataset for Insulator Detection and Instance Segmentation in High-Voltage Substations2026
• From Explainable AI to Knowledge Extraction for Trustworthy Energy Forecasting Systems: A Systematic Review2026
• Review of the Digital Twin Technology Applications for Electrical Equipment Lifecycle Management2023 · аннотациясвернуть

  Digital twin is one of the emerging technologies for the digital transformation of the power industry. Many existing studies claim that the widespread application of digital twins will shift the industry to a…

• Analysis of the State of High-Voltage Current Transformers Based on Gradient Boosting on Decision Trees2020 · аннотациясвернуть

  This paper addresses the problem of instrument current transformers technical state assessment based on machine learning methods. The introductory parts of the paper provide a detailed analysis of modern methods and…

• Improving Accuracy and Generalization Performance of Small-Size Recurrent Neural Networks Applied to Short-Term Load Forecasting2020