Results 181 to 190 of about 123,459 (289)

Energy Management of Microgrids: An MPC‐Based Techno‐Economic Optimisation for RES Integration and ESS Utilisation [PDF]

Sina Roudnil, Saeid Ghassem Zadeh, Mohammad Reza Feyzi, Amir Aminzadeh Ghavifekr   +3 more
openalex   +1 more source

Development and Real‐Time Validation of Deep Learning‐Based LSTM‐Tuned MPPT Control for a 5 kW Solar‐Powered EV Charging System

IET Power Electronics, Volume 19, Issue 1, January/December 2026.
This study proposes a deep learning‐based long short‐term memory (LSTM) maximum power point tracking (MPPT) algorithm optimized with stochastic gradient descent with momentum to enhance solar power tracking efficiency for EV charging. The LSTM model, trained using time‐series data of irradiance and temperature, outperforms many existing MPPT methods ...
Farha Khan, Hari Om Bansal, Dheerendra Singh   +2 more
wiley   +1 more source

Integrated energy scheduling for grid-connected microgrids using battery degradation-aware optimization and coordinated control strategies. [PDF]

Sci Rep
Aziz A, Khan W, Yousaf MZ, Abdullah M, Khan RS, Farooq U, Shabaz M.   +6 more
europepmc   +1 more source

Unbalanced Current Sharing Control in Islanded Low Voltage Microgrids

, 2018
Foad Najafi, Matthias Fripp
openalex   +2 more sources

A Novel Deep Transfer Learning‐based Adaptive Cascade PI Controller Enhanced by Reinforcement Learning Algorithm and Snake Optimization for Robust Speed Regulation of Brushless DC Motors

IET Power Electronics, Volume 19, Issue 1, January/December 2026.
This paper introduces a novel snake optimization‐assisted deep transfer learning‐based reinforcement learning (SOA‐DTL‐RL)‐based adaptive cascade PI controller that uniquely integrates transfer learning for rapid adaptation, reinforcement learning for real‐time optimization, and snake optimization for optimal initial gain selection, ensuring robust ...
SeyyedMorteza Ghamari, Asma Aziz
wiley   +1 more source

Coordinated operation and multi-layered optimization of hybrid photovoltaic-small modular reactor microgrids. [PDF]

Sci Rep
Duan Y, Gao C, Huang Y, Luo Q, Xu Z.
europepmc   +1 more source

Power Sharing Control of Islanded AC Microgrid Considering Droop Control and Virtual Impedance

, 2020
Ariel Villalón, Carlos Muñoz, Rodrigo Aliaga, Javier Muñoz, Marco Rivera, Pericle Zanchetta   +5 more
openalex   +2 more sources

Enhanced Linear Quadratic Regulator‐Based Strategy for Seamless Transition Between Microgrid Operation Modes

IET Power Electronics, Volume 19, Issue 1, January/December 2026.
This paper presents an LQR‐based strategy for seamless transition between grid‐forming and grid‐following inverters in microgrids. The proposed design integrates the comprehensive control loops of the grid‐forming and grid‐following inverters. A systematic, gradient‐based optimization framework is used for selecting the weighting matrices.
Adel Tatish, Kanchapogu Vaisakh
wiley   +1 more source

Microgrids as a Tool for Energy Self-Sufficiency. [PDF]

Sensors (Basel)
Bielecki S, Skoczkowski T, Wołowicz M.
europepmc   +1 more source

Enhancing Cybersecurity in Hydrogen Energy Systems: Integrating Graph Neural Networks and Stochastic Dual Dynamic Programming

IET Renewable Power Generation, Volume 20, Issue 1, January/December 2026.
This study presents a comprehensive analysis of system resilience and recovery in the face of cyber attacks on a hydrogen energy infrastructure, utilizing advanced modelling techniques and state‐of‐the‐art cybersecurity strategies. We developed a robust optimization framework integrated with graph neural networks (GNNs) to detect and mitigate ...
Dong Hua, Peifeng Yan, Suisheng Liu, Peiyi Cui   +3 more
wiley   +1 more source