Power fluctuation mitigation strategy for microgrids based on an LSTM-based power forecasting method

Research on particle swarm optimization in LSTM neural networks for rainfall-runoff simulation

(2022) Yuanhao Xu et al.   JOURNAL OF HYDROLOGY

An intelligent parameter determination approach in iterative learning control

(2021) Phuoc Doan Nguyen et al.   EUROPEAN JOURNAL OF CONTROL

A support vector regression (SVR)-based method for dynamic load identification using heterogeneous responses under interval uncertainties

(2021) Yaru Liu et al.   APPLIED SOFT COMPUTING

A multi-objective AVR-LFC optimization scheme for multi-area power systems

(2021) Nabil Nahas et al.   ELECTRIC POWER SYSTEMS RESEARCH

Reactive power compensation using derated power generation mode of modified P&O algorithm in grid-interfaced PV system

(2021) Vinit Kumar et al.   RENEWABLE ENERGY

Ultra-Short-Term Industrial Power Demand Forecasting Using LSTM Based Hybrid Ensemble Learning

(2020) Mao Tan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Intelligent coordinators for automatic voltage regulator and power system stabiliser in a multi-machine power system

(2020) Rahmat Khezri et al.   IET Generation Transmission & Distribution

Identification of wave impacts and separation of responses using EMD

(2020) Ali Alsalah et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Survey of Stochastic Computing Neural Networks for Machine Learning Applications

(2020) Yidong Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Sequential grid approach based support vector regression for short-term electric load forecasting

(2019) Youlong Yang et al.   APPLIED ENERGY

Proactive frequency control based on ultra-short-term power fluctuation forecasting for high renewables penetrated power systems

(2019) Shuli Wen et al.   IET Renewable Power Generation

An improved particle swarm optimization algorithm applied to long short-term memory neural network for ship motion attitude prediction

(2019) Xiuyan Peng et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Hardware- and Software-in-the-Loop Simulation for Parameterizing the Model and Control of Synchronous Condensers

(2019) Ha Thi Nguyen et al.   IEEE Transactions on Sustainable Energy

Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System

(2019) Shuli Wen et al.   IEEE Transactions on Industrial Informatics

A Self-Adjusting Adaptive AVR-LFC Scheme for Synchronous Generators

(2019) Nabil Nahas et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Management and coordination of LTC, SVR, shunt capacitor and energy storage with high PV penetration in power distribution system for voltage regulation and power loss minimization

(2018) Majid Aryanezhad   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Stochastic Assessment of AGC Systems under non-Gaussian Uncertainty

(2018)   IEEE TRANSACTIONS ON POWER SYSTEMS

Optimizing long short-term memory recurrent neural networks using ant colony optimization to predict turbine engine vibration

(2018) AbdElRahman ElSaid et al.   APPLIED SOFT COMPUTING

Day-ahead building-level load forecasts using deep learning vs. traditional time-series techniques

(2018) Mengmeng Cai et al.   APPLIED ENERGY

Time Series-Oriented Load Prediction Model and Migration Policies for Distributed Simulation Systems

(2017) Robson Eduardo De Grande et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

A deep learning framework for financial time series using stacked autoencoders and long-short term memory

(2017) Wei Bao et al.   PLoS One

Cooperative Strategy for Optimal Management of Smart Grids by Wavelet RNNs and Cloud Computing

(2016) Christian Napoli et al.   IEEE Transactions on Neural Networks and Learning Systems

Integrated Coordinated Optimization Control of Automatic Generation Control and Automatic Voltage Control in Regional Power Grids

(2012) Qiu-Yu Lu et al.   Energies

Building hourly thermal load prediction using an indexed ARX model

(2012) Kyungtae Yun et al.   ENERGY AND BUILDINGS

Optimum design of fractional order PIλDμ controller for AVR system using chaotic ant swarm

(2012) Yinggan Tang et al.   EXPERT SYSTEMS WITH APPLICATIONS