Farshid Keynia

Graduate University of Advanced Technology

H指数:38

被引数:5,870

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An electrical load forecasting model based on a novel closed loop neural networks and interaction gain feature selection

一种基于新型闭环神经网络和交互增益特征选择方法的电力负荷预测模型

Results in Engineering

IF7.9

2025-06-250

A novel wind speed prediction model based on neural networks, wavelet transformation, mutual information, and coot optimization algorithm

SCIENTIFIC REPORTS

IF3.9

2025-03-290

OAAI

Using stacking ensemble learning to predict multi-step wind speed based on wavelet transformation, two-steps feature selection method, and neural networks

基于小波变换、两步特征选择方法和神经网络的堆叠集成学习预测多步风速

MEASUREMENT

IF5.6

2025-02-010

PRE

A Novel Multi-Scale Feature Attention Network-Based Prediction Model for the Accurate Forecasting of Photovoltaic Power Generation

一种基于新型多尺度特征注意力网络的光伏发电精确预测模型

IEEE Access

IF3.6

2025-01-010

A Short-Term Air Pollutant Concentration Forecasting Method Based on a Hybrid Neural Network and Metaheuristic Optimization Algorithms

基于混合神经网络和元启发式优化算法的短期空气污染物浓度预测方法

SUSTAINABILITY

IF3.3

2024-06-051

Solar power generation forecasting by a new hybrid cascaded extreme learning method with maximum relevance interaction gain feature selection

基于最大相关交互增益特征选择的混合级联极限学习方法的太阳能发电量预测

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2023-12-0112

PRE

A new hybrid CBSA-GA optimization method and MRMI-LSTM forecasting algorithm for PV-ESS planning in distribution networks

JOURNAL OF ENERGY STORAGE

IF9.8

2023-11-017

PRE

A combined multi-objective intelligent optimization approach considering techno-economic and reliability factors for hybrid-renewable microgrid systems

JOURNAL OF CLEANER PRODUCTION

IF10

2023-01-0128

PRE

A Mediterranean Sea Offshore Wind classification using MERRA-2 and machine learning models

RENEWABLE ENERGY

IF9.1

2022-05-0121

A new optimal energy storage system model for wind power producers based on long short term memory and Coot Bird Search Algorithm

JOURNAL OF ENERGY STORAGE

IF9.8

2021-12-0120

PRE

Hunter-prey optimization: algorithm and applications

SOFT COMPUTING

IF2.5

2021-12-01167

PRE

A new optimization method based on COOT bird natural life model

一种新的基于COOT鸟自然生命模型的优化方法

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-11-01252

PREAI

Wild horse optimizer: a new meta-heuristic algorithm for solving engineering optimization problems

ENGINEERING WITH COMPUTERS

IF4.9

2021-06-17257

PREAI

Air pollution forecasting application based on deep learning model and optimization algorithm

CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY

IF3.9

2021-04-1456

Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2021-03-01141

PREAI

A Hybrid Intelligent Model for the Condition Monitoring and Diagnostics of Wind Turbines Gearbox

IEEE ACCESS

IF3.6

2021-01-0122

OAAI

Short-term electricity price and load forecasting in isolated power grids based on composite neural network and gravitational search optimization algorithm

基于复合神经网络和引力搜索优化算法的孤立电网短期电价与负荷预测

APPLIED ENERGY

IF11

2020-11-01123

PREAI

Cooperative Spectrum Sensing Meets Machine Learning: Deep Reinforcement Learning Approach

IEEE COMMUNICATIONS LETTERS

IF4.4

2020-07-0161

PREAI

A new short-term wind speed forecasting method based on fine-tuned LSTM neural network and optimal input sets

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2020-06-01209

PREAI

Hybrid intelligent strategy for multifactor influenced electrical energy consumption forecasting

ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY

IF2.2

2020-01-2722

PREAI

Farshid Keynia

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