Line-parameter identification of medium-voltage distribution systems based on deep deterministic policy gradients

Line-parameter identification of medium-voltage distribution systems based on deep deterministic policy gradients

Accurate line-parameter identification is an important foundation for refined the regulation, protection, and control of distribution systems. Traditional identification models provide accurate modeling, while conventional identification approaches are hindered by the high complexity and low observa...

Full description

Saved in:

Bibliographic Details
Main Authors:	Xuebao Jiang, Liudi Fu, Chenbin Zhou, Kang Chen, Yang Xu, Bowen Wu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-11-01
Series:	Frontiers in Energy Research
Subjects:	deep reinforcement learning medium-voltage distribution system line-parameter identification deep deterministic policy gradient markov decision process adaptive parameter correction mechanism
Online Access:	https://www.frontiersin.org/articles/10.3389/fenrg.2024.1457237/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Double Critics and Double Actors Deep Deterministic Policy Gradient for Mobile Robot Navigation Using Adaptive Parameter Space Noise and Parallel Experience Replay
by: Wenjie Hu, et al.
Published: (2024-01-01)

Random routing defense method based on deep deterministic policy gradient
by: Xiaoyu XU, et al.
Published: (2021-06-01)

Balancing Profit and Cultural Heritage: Multi-Objective Dynamic Pricing for Hanfu Using Deep Deterministic Policy Gradient
by: Qingcong Zhao, et al.
Published: (2025-01-01)

Mobile robot path planning using deep deterministic policy gradient with differential gaming (DDPG-DG) exploration
by: Shripad V. Deshpande, et al.
Published: (2024-01-01)

Multi-Fault-Tolerant Operation of Grid-Interfaced Photovoltaic Inverters Using Twin Delayed Deep Deterministic Policy Gradient Agent
by: Shyamal S. Chand, et al.
Published: (2024-12-01)

The Deep Deterministic Policy Gradient Algorithm Based on RIS Technology in a Coal Mine Tunnel
by: Shuqi Wang, et al.
Published: (2024-12-01)

On-demand intelligent routing technology for deterministic network
by: Zhongli WU, et al.
Published: (2021-11-01)

Split task offloading algorithm for satellite-ground integrated networks based on deep deterministic policy gradient
by: SONG Xiaoqin, et al.
Published: (2024-10-01)

Deep deterministic policy gradient-based energy efficiency optimization algorithm for CR-NOMA
by: ZHANG Yun
Published: (2024-05-01)

Autonomous Maneuvering Decision-Making Algorithm for Unmanned Aerial Vehicles Based on Node Clustering and Deep Deterministic Policy Gradient
by: Xianyong Jing, et al.
Published: (2024-12-01)

Experimental Research on the Correction of Vortex Light Wavefront Distortion
by: Yahang Ge, et al.
Published: (2024-11-01)

Deep Reinforcement Learning-based Trajectory Planning for Manipulator Obstacle Avoidance
by: Cao Yi, et al.
Published: (2023-12-01)

Reinforcement Learning-Based Safe Path Planning for a 3R Planar Robot
by: Mustafa Can Bingol
Published: (2022-02-01)

Reinforced Cost-Sensitive Graph Network for Detecting Fraud Leaders in Telecom Fraud
by: Peiwen Gao, et al.
Published: (2024-01-01)

Research on Path-Following Technology of a Single-Outboard-Motor Unmanned Surface Vehicle Based on Deep Reinforcement Learning and Model Predictive Control Algorithm
by: Bin Cui, et al.
Published: (2024-12-01)

Distributed Unmanned Aerial Vehicle Cluster Testing Method Based on Deep Reinforcement Learning
by: Dong Li, et al.
Published: (2024-12-01)

Challenges in Microgrids with Medium Voltage Circuit
by: Hércules A. Oliveira, et al.
Published: (2025-01-01)

DEVELOPING A CONTROLLER FOR AN ADAPTIVE CRUISE CONTROL (ACC) SYSTEM: UTILIZING DEEP REINFORCEMENT LEARNING (DRL) APPROACH
by: Ali RIZEHVANDI, et al.
Published: (2024-12-01)

Multi-data fusionaided indoor localization based on continuous action space deep reinforcement learning
by: Xuechen CHEN, et al.
Published: (2024-03-01)

Enhanced deep deterministic policy gradient algorithm
by: Jianping CHEN, et al.
Published: (2018-11-01)

Twin delayed deep deterministic policy gradient based stochastic optimal dispatch of hydro and wind power considering the uncertainty of wind power in power-time dimensions
by: Yuhong Wang, et al.
Published: (2024-12-01)

A Novel Graph Reinforcement Learning-Based Approach for Dynamic Reconfiguration of Active Distribution Networks with Integrated Renewable Energy
by: Hua Zhan, et al.
Published: (2024-12-01)

Deep Q-Network-Enhanced Self-Tuning Control of Particle Swarm Optimization
by: Oussama Aoun
Published: (2024-11-01)

Adaptive Control of VSG Inertia Damping Based on MADDPG
by: Demu Zhang, et al.
Published: (2024-12-01)

Modeling of Collusion Behavior in the Electrical Market Based on Deep Deterministic Policy Gradient
by: Yifeng Liu, et al.
Published: (2024-11-01)

A study of value iteration and policy iteration for Markov decision processes in Deterministic systems
by: Haifeng Zheng, et al.
Published: (2024-11-01)

Architecture and verification of enhanced deterministic networking oriented large-scale
by: Jun XU, et al.
Published: (2024-01-01)

A Multi-Agent Centralized Strategy Gradient Reinforcement Learning Algorithm Based on State Transition
by: Lei Sheng, et al.
Published: (2024-12-01)

A simplified control parameter optimisation method of the hybrid modular multilevel converter in the medium‐voltage DC distribution network for improved stability under a weak AC system
by: Jin Xu, et al.
Published: (2024-12-01)

Adaptive Security Solutions for NOMA Networks: The Role of DDPG and RIS-Equipped UAVs
by: Syed Zain Ul Abideen, et al.
Published: (2024-11-01)

Survey of Harmonic Grid Impedance Measurements on the Medium Voltage Level up to 100 kHz
by: Johannes Schrader, et al.
Published: (2024-01-01)

Research on Deterministic Ring Removal Method for Full-Aperture Double-Sided Polishing of Large Aperture Optical Components
by: Yifan Bai, et al.
Published: (2025-01-01)

Two-Stage Separator Level Coupling Control Based on ASFW-DDPG Algorithm
by: Xiaoyong He, et al.
Published: (2024-01-01)

Key Technologies and Challenges of Satellite Deterministic Network
by: Ruoyu JI, et al.
Published: (2023-09-01)

ESTIMATION OF THE CONCRETE PAVEMENT TEMPERATURE FIELDS AND THEIR GRADIENTS
by: M. K. Pshembaev, et al.
Published: (2015-09-01)

Comparative Analysis of Analogue and Digital Methods for Magnetic Flux Estimation in the Core of a Medium-Voltage Voltage Transformer Operating Under Ferroresonance Conditions
by: Piotr Suchorolski, et al.
Published: (2024-12-01)

Iterative Optimization RCO: A “Ruler & Compass” Deterministic Method
by: Maurice Clerc
Published: (2024-11-01)

Study of Parameters Influencing Wrinkles in the Deep Drawing of Fiber-Based Materials Using Automatic Image Detection
by: Yuchen Leng, et al.
Published: (2024-10-01)

Multi-Agent Deep Reinforcement Learning-Based Distributed Voltage Control of Flexible Distribution Networks with Soft Open Points
by: Liang Zhang, et al.
Published: (2024-10-01)

SEARCH ALGORITHM FOR THE PARAMETRIC IDENTIFICATION OF THE ELECTRIC DRIVE OF THE MONITORING SYSTEM
by: A. S. Abufanas, et al.
Published: (2017-08-01)