Nikolai Poliakov

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

• Introduction to Wind Energy Systems2026
• A Comprehensive Survey of Physics-Informed Neural Networks in Electric Drives and Electrical Engineering2026
• Microgrid Energy Management with Multi-Agent Coordination Supported by Machine Learning Forecasting2026
• Neural Network Models for Predicting Magnetization Surface Switched Reluctance Motor: Classical, Radial Basis Function, and Physics-Informed Techniques2025 · аннотациясвернуть

  Neural networks have increasingly been utilized in electric drive systems to enhance modeling, control, and optimization. These data-driven techniques enable accurate predictions of complex nonlinear behaviors,…

• Models of integrated computer systems with a managed structure for telecommunication companies2025
• SOH Prediction for Lithium-Ion Batteries Based on Partial CC Profiles and Feature Selection Optimization2025
• Unidirectional DC/DC Converter with Voltage Inverter for Fast Charging of Electric Vehicle Batteries2020 · аннотациясвернуть

  The paper proposes the adaptation of the industrial plant’s power network to supply electric vehicle (EV) fast-charging converters (above 300 kW) using renewable energy sources (RESs). A 600 V DC microgrid was used to…

• Multi-Agent System for Distributed Energy Microgrid: Simulation and Hardware-in-the-Loop Physical Model2020