Results 241 to 250 of about 1,580,709 (290)

Explainable AI-enabled adaptive fuzzy MPPT and energy management for bifacial PV and battery-powered electric vehicle charging system. [PDF]

Sci Rep
Tiwari VK, Kumar A, Yadav S, Nishad DK, Khalid S.   +4 more
europepmc   +1 more source

Improving frequency stability in grid-forming inverters with adaptive model predictive control and novel COA-jDE optimized reinforcement learning. [PDF]

Sci Rep
Yameen MZ, Lu Z, El-Sousy FFM, Younis W, Zardari BA, Junejo AK.   +5 more
europepmc   +1 more source

Machine learning-based long-term degradation and LCOE Analysis of floating PV with custom pontoon design. [PDF]

PLoS One
Mohajon R, Polash MRI, Shahriar MN, Bhowmick A, Mondol PK, Mutsuddi H, Jihan JH, Mohammad N.   +7 more
europepmc   +1 more source

Dual graph attention network for robust fault diagnosis in photovoltaic inverters. [PDF]

Sci Rep
Bhadra AB, Rime MHK, Sarker Y, Bhuiyan EA, Hossen MJ, Morol MK.   +5 more
europepmc   +1 more source

A novel rotor harmonic winding-based high efficient self-excited brushless wound rotor synchronous machine with improved torque features. [PDF]

Sci Rep
Ul Haq MA, Farooq H, Liaqat R, Khan ZA, Altamimi A.   +4 more
europepmc   +1 more source

A Novel Data-Driven Multi-Agent Reinforcement Learning Approach for Voltage Control Under Weak Grid Support. [PDF]

Sensors (Basel)
Wu J, Wang Z, Han J, Li Q, Sun R, Li C, Cheng Y, Zhou B, Guo J, Long B.   +9 more
europepmc   +1 more source

Deep Reinforcement Learning Based Grid-Forming Inverter

2023 IEEE Industry Applications Society Annual Meeting (IAS), 2023
This research work introduces Deep Deterministic Policy Gradient (DDPG), a type of Reinforcement Learning (RL), for grid modeling, estimating voltage and phase angle, and control method for grid-forming inverters.
Ebrahim Balouji, Karl Bäckström, Tomas McKelvey   +2 more
openaire   +3 more sources

Grid-Forming Power Inverters [PDF]

, 2023
System stability is investigated for a future Irish grid consisting entirely of GFMIs under three-phase fault conditions with the inverters placed at existing locations for large-scale conventional generation.
Hassan Haes Alhelou, Nabil Mohammed, Behrooz Bahrani   +2 more
openaire   +2 more sources

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Grid-Forming Inverters (Slides)

2022
This presentation will be a journey from a single microgrid to an integrated transmission & distribution system with 10,000+ inverters.The presentation includes three parts. First, it will review the basic concepts of droop control and share the field experience on how CERTS Microgrid deals with overload events through autonomous control design. Second,
openaire   +1 more source

Current source inverter with grid forming control

Electric Power Systems Research
Dinesh Pattabiraman
exaly   +2 more sources