A new short-term load forecast method based on neuro-evolutionary algorithm and chaotic feature selection

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2014.05.036 ◽

2014 ◽

Vol 62 ◽

pp. 862-867 ◽

Author(s):

Sajjad Kouhi ◽

Farshid Keynia ◽

Sajad Najafi Ravadanegh

Keyword(s):

Feature Selection ◽

Evolutionary Algorithm ◽

Forecast Method ◽

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Short term load forecast method using artificial neural network with artificial immune systems

2017 IEEE URUCON ◽

10.1109/urucon.2017.8171844 ◽

2017 ◽

Author(s):

Ricardo Alonso ◽

Alcides Chavez

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Artificial Immune Systems ◽

Forecast Method ◽

Artificial Immune ◽

Load Forecast ◽

Immune Systems ◽

Artificial Neural

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Short-term CHP heat load forecast method based on concatenated LSTMs

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8242744 ◽

2017 ◽

Author(s):

Lu Kuan ◽

Bi Zhenfu ◽

Wang Xin ◽

Meng Xiangrong ◽

Li Honghai ◽

...

Keyword(s):

Heat Load ◽

Forecast Method ◽

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Short‐term building load forecast based on a data‐mining feature selection and LSTM‐RNN method

IEEJ Transactions on Electrical and Electronic Engineering ◽

10.1002/tee.23144 ◽

2020 ◽

Vol 15 (7) ◽

pp. 1002-1010 ◽

Author(s):

Gaiping Sun ◽

Chuanwen Jiang ◽

Xu Wang ◽

Xiu Yang

Keyword(s):

Data Mining ◽

Feature Selection ◽

Load Forecast ◽

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Short-Term Electricity Load Forecast Using Hybrid Model Based on Neural Network and Evolutionary Algorithm

Numerical Optimization in Engineering and Sciences - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-3215-3_16 ◽

2020 ◽

pp. 167-176

Author(s):

Priyanka Singh ◽

Pragya Dwivedi

Keyword(s):

Neural Network ◽

Evolutionary Algorithm ◽

Hybrid Model ◽

Load Forecast ◽

Model Based ◽

Electricity Load

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Improving the Process for Distribution Network Optimization in Medium Voltage Level (11) kV by Developing Short Term Load Forecast Method

2018 IEEE International Conference on High Voltage Engineering and Application (ICHVE) ◽

10.1109/ichve.2018.8641920 ◽

2018 ◽

Author(s):

Maha AlDahmi ◽

Omar AlAhmad

Keyword(s):

Network Optimization ◽

Distribution Network ◽

Forecast Method ◽

Voltage Level ◽

Load Forecast ◽

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Short-term micro-grid load forecast method based on EMD-KELM-EKF

2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG) ◽

10.1109/igbsg.2014.6835235 ◽

2014 ◽

Author(s):

Tang Qingfeng ◽

Zhang Jianhua ◽

Xie Zhengyong

Keyword(s):

Forecast Method ◽

Load Forecast ◽

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A practical super short term load forecast method and its implementations

IEEE PES Power Systems Conference and Exposition, 2004. ◽

10.1109/psce.2004.1397433 ◽

2005 ◽

Author(s):

Qia Ding ◽

Jiangang Lu ◽

Huaiqing Liao

Keyword(s):

Forecast Method ◽

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A short-term electric load forecast method based on improved sequence-to-sequence GRU with adaptive temporal dependence

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107627 ◽

2021 ◽

pp. 107627

Author(s):

Dan Li ◽

Guangfan Sun ◽

Shuwei Miao ◽

Yingzhong Gu ◽

Yuanhang Zhang ◽

...

Keyword(s):

Electric Load ◽

Forecast Method ◽

Temporal Dependence ◽

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Machine Learning Algorithms for Short-Term Load Forecast in Residential Buildings Using Smart Meters, Sensors and Big Data Solutions

IEEE Access ◽

10.1109/access.2019.2958383 ◽

2019 ◽

Vol 7 ◽

pp. 177874-177889 ◽

Author(s):

Simona-Vasilica Oprea ◽

Adela Bara

Keyword(s):

Machine Learning ◽

Big Data ◽

Residential Buildings ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Smart Meters ◽

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Load profile analysis and short-term building load forecast for a university campus

2016 IEEE Power and Energy Society General Meeting (PESGM) ◽

10.1109/pesgm.2016.7742034 ◽

2016 ◽

Author(s):

Xinda Ke ◽

Anjie Jiang ◽

Ning Lu

Keyword(s):

Profile Analysis ◽

University Campus ◽

Load Profile ◽

Load Forecast ◽

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