Research and application of a hybrid model based on multi-objective optimization for electrical load forecasting

Applied Energy ◽

10.1016/j.apenergy.2016.07.113 ◽

2016 ◽

Vol 180 ◽

pp. 213-233 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Chen Wang ◽

Kequan Zhang ◽

Haiyan Lu

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Electrical Load ◽

Multi Objective Optimization ◽

Multi Objective ◽

Model Based ◽

Electrical Load Forecasting

Download Full-text

Research and application of a combined model based on multi-objective optimization for electrical load forecasting

Energy ◽

10.1016/j.energy.2016.11.035 ◽

2017 ◽

Vol 119 ◽

pp. 1057-1074 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Mengxia Yu ◽

Jing Ma ◽

Congjun Jin

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Multi Objective Optimization ◽

Combined Model ◽

Multi Objective ◽

Model Based ◽

Electrical Load Forecasting

Download Full-text

A GRU-GA Hybrid Model Based Technique for Short Term Electrical Load Forecasting

2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST) ◽

10.1109/icrest51555.2021.9331156 ◽

2021 ◽

Author(s):

Azfar Inteha ◽

Nahid-Al-Masood

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Electrical Load ◽

Model Based ◽

Electrical Load Forecasting

Download Full-text

Long-Short-Term Memory Network Based Hybrid Model for Short-Term Electrical Load Forecasting

Information ◽

10.3390/info9070165 ◽

2018 ◽

Vol 9 (7) ◽

pp. 165 ◽

Author(s):

Liwen Xu ◽

Chengdong Li ◽

Xiuying Xie ◽

Guiqing Zhang

Keyword(s):

Hybrid Model ◽

Short Term Memory ◽

Load Forecasting ◽

Electrical Load ◽

Term Memory ◽

Memory Network ◽

Electrical Load Forecasting ◽

Long Short Term Memory

Download Full-text

A combined model based on multiple seasonal patterns and modified firefly algorithm for electrical load forecasting

Applied Energy ◽

10.1016/j.apenergy.2016.01.050 ◽

2016 ◽

Vol 167 ◽

pp. 135-153 ◽

Author(s):

Liye Xiao ◽

Wei Shao ◽

Tulu Liang ◽

Chen Wang

Keyword(s):

Firefly Algorithm ◽

Load Forecasting ◽

Seasonal Patterns ◽

Electrical Load ◽

Combined Model ◽

Model Based ◽

Electrical Load Forecasting ◽

Modified Firefly Algorithm

Download Full-text

A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

Energy ◽

10.1016/j.energy.2015.01.063 ◽

2015 ◽

Vol 82 ◽

pp. 524-549 ◽

Author(s):

Liye Xiao ◽

Jianzhou Wang ◽

Ru Hou ◽

Jie Wu

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Combined Model ◽

Model Based ◽

Electrical Load Forecasting ◽

Weight Coefficients

Download Full-text

A hybrid model based on modified multi-objective cuckoo search algorithm for short-term load forecasting

Applied Energy ◽

10.1016/j.apenergy.2019.01.046 ◽

2019 ◽

Vol 237 ◽

pp. 896-909 ◽

Author(s):

Zhuochun Wu ◽

Xiaochen Zhao ◽

Yuqing Ma ◽

Xinyan Zhao

Keyword(s):

Hybrid Model ◽

Search Algorithm ◽

Load Forecasting ◽

Cuckoo Search ◽

Cuckoo Search Algorithm ◽

Multi Objective ◽

Model Based ◽

Short Term Load Forecasting

Download Full-text

Long-Term Electrical Load Forecasting of Wolaita Sodo Town, Ethiopia Using Hybrid Model Approaches

2018 IEEE 8th Power India International Conference (PIICON) ◽

10.1109/poweri.2018.8704408 ◽

2018 ◽

Author(s):

Gebrehiwot Gebreyohans ◽

Nitin Kumar Saxena ◽

Ashwani Kumar

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting ◽

Download Full-text

A novel hybrid model based on neural network and multi-objective optimization for effective load forecast

Energy ◽

10.1016/j.energy.2019.06.075 ◽

2019 ◽

Vol 182 ◽

pp. 606-622 ◽

Author(s):

Priyanka Singh ◽

Pragya Dwivedi

Keyword(s):

Neural Network ◽

Hybrid Model ◽

Multi Objective Optimization ◽

Load Forecast ◽

Multi Objective ◽

Download Full-text

Neuro-Fuzzy Model based Electrical Load Forecasting System: Hourly, Daily, and Weekly Forecasting

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2004.14.5.533 ◽

2004 ◽

Vol 14 (5) ◽

pp. 533-538 ◽

Author(s):

Yong-Jin Park ◽

Bo-Hyeun Wang

Keyword(s):

Load Forecasting ◽

Fuzzy Model ◽

Electrical Load ◽

Model Based ◽

Neuro Fuzzy ◽

Forecasting System ◽

Electrical Load Forecasting

Download Full-text

Research and Application of a Hybrid Forecasting Model Based on Data Decomposition for Electrical Load Forecasting

Energies ◽

10.3390/en9121050 ◽

2016 ◽

Vol 9 (12) ◽

pp. 1050 ◽

Author(s):

Yuqi Dong ◽

Xuejiao Ma ◽

Chenchen Ma ◽

Jianzhou Wang

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Electrical Load ◽

Data Decomposition ◽

Model Based ◽

Hybrid Forecasting ◽

Electrical Load Forecasting

Download Full-text