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Research article

First published 2016-10

Application of SVR with backtracking search algorithm for long-term load forecasting

Wang Jianjun, Li Li, Liu Ding

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2016-6

Long-term load forecasting based on gravitational search algorithm

Hamdi Abdi, Soheil Derafshi Beigvand

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2020-11-19

An improved short term load forecasting with ranker based feature selection technique

Siva Sankari Subbiah, Jayakumar Chinnappan

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-7

A hybrid short-term load forecasting method using CEEMDAN-RCMSE and improved BiLSTM error correction

Yi Ning, Meiyu Liu, Xifeng Guo [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2019-12-23

Effective load forecasting for large power consuming industrial customers using long short-term memory recurrent neural networks

Sibonelo Motepe, Ali N. Hasan, Bhekisipho Twala [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-04-18

GRU combined model based on multi-objective optimization for short-term residential load forecasting

Lingzhi Yi, Xinlong Peng, Chaodong Fan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2017-7

Prediction of long-term gas load based on particle swarm optimization and gray neural network model

Zhenwu Zhang, Xiantao Liu

Advances in Mechanical Engineering

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Research article

First published 2021-04-12

Electric load forecast of long-period rail transit based on fuzzy mathematics

Yun Xie

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

A hybrid approach for long- and short-term time series analysis and prediction combining the Mamba and transformer models

Hongbin Zhu, Xiyang Liu, Jiuning Gao [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2026-3

A new deep learning model for short term electricity load forecasting using fuzzy granulation and attention mechanism to support clean energy systems

İlayda Kaptan, İnayet Özge Aksu

Advances in Mechanical Engineering

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