Electrified Railway Traction Load Prediction Based on Deep Learning

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon43393.2020.9255259 ◽

2020 ◽

Author(s):

Qian Ma ◽

Yishuang Peng ◽

Pei Luo ◽

Qianru Li ◽

Jihao Sun ◽

...

Keyword(s):

Deep Learning ◽

Load Prediction ◽

Railway Traction ◽

Electrified Railway ◽

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Ultra-short-term Railway traction load prediction based on DWT-TCN-PSO_SVR combined model

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107595 ◽

2022 ◽

Vol 135 ◽

pp. 107595

Author(s):

Qian Ma ◽

Hao Wang ◽

Pei Luo ◽

Yishuang Peng ◽

Qianru Li

Keyword(s):

Load Prediction ◽

Combined Model ◽

Railway Traction ◽

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Research for the effects of high-speed electrified railway traction load on power quality

2011 4th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT) ◽

10.1109/drpt.2011.5993957 ◽

2011 ◽

Author(s):

Liu Yu-quan ◽

Wu Guo-pei ◽

Hua Huang-sheng ◽

Wang Li

Keyword(s):

Power Quality ◽

Railway Traction ◽

Electrified Railway ◽

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Power Quality Distribution Characteristics Analysis for Multi- electrified Railway Traction Load based on Improved Gaussian Mixture Models with Merging Operator

Proceedings of the 2016 5th International Conference on Sustainable Energy and Environment Engineering (ICSEEE 2016) ◽

10.2991/icseee-16.2016.102 ◽

2016 ◽

Author(s):

Jinhao Wang ◽

Chaoying Yang ◽

Yuewen Qi ◽

Yulong Wu ◽

Xiao Chang ◽

...

Keyword(s):

Mixture Models ◽

Power Quality ◽

Gaussian Mixture Models ◽

Gaussian Mixture ◽

Distribution Characteristics ◽

Characteristics Analysis ◽

Railway Traction ◽

Electrified Railway ◽

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Power Management for Hospital Combined Distributed Power with Load Prediction Using Deep Learning in Islanded Operation Mode

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.140.156 ◽

2020 ◽

Vol 140 (2) ◽

pp. 156-163

Author(s):

Yuji Mizuno ◽

Yoshito Tanaka ◽

Fujio Kurokawa ◽

Nobumasa Matsui

Keyword(s):

Deep Learning ◽

Power Management ◽

Operation Mode ◽

Load Prediction ◽

Distributed Power ◽

Islanded Operation

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A Traction Load Forecasting Method of Electrified Railway Based on LSTM

2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia) ◽

10.1109/ipemc-ecceasia48364.2020.9368205 ◽

2020 ◽

Author(s):

Qian Ma ◽

Yishuang Peng ◽

Pei Luo ◽

Qianru Li ◽

Hao Wang ◽

...

Keyword(s):

Load Forecasting ◽

Forecasting Method ◽

Electrified Railway ◽

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Deep Learning based Smart Meter Data Analytics for Electricity Load Prediction

2019 IEEE International Conference on Clean Energy and Energy Efficient Electronics Circuit for Sustainable Development (INCCES) ◽

10.1109/incces47820.2019.9167704 ◽

2019 ◽

Author(s):

J Jeyaranjani ◽

D Devaraj

Keyword(s):

Deep Learning ◽

Data Analytics ◽

Smart Meter ◽

Load Prediction ◽

Electricity Load

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A short-term building cooling load prediction method using deep learning algorithms

Applied Energy ◽

10.1016/j.apenergy.2017.03.064 ◽

2017 ◽

Vol 195 ◽

pp. 222-233 ◽

Author(s):

Cheng Fan ◽

Fu Xiao ◽

Yang Zhao

Keyword(s):

Deep Learning ◽

Learning Algorithms ◽

Prediction Method ◽

Cooling Load ◽

Load Prediction ◽

Building Cooling

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Fixed energy storage technology applied for DC electrified railway (traction power substation)

2012 Electrical Systems for Aircraft, Railway and Ship Propulsion ◽

10.1109/esars.2012.6387438 ◽

2012 ◽

Author(s):

Takeshi Konishi ◽

Masahiro Tobita

Keyword(s):

Energy Storage ◽

Storage Technology ◽

Fixed Energy ◽

Energy Storage Technology ◽

Power Substation ◽

Railway Traction ◽

Electrified Railway ◽

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Study on probability distribution of electrified railway traction loads based on kernel density estimator via diffusion

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2018.10.021 ◽

2019 ◽

Vol 106 ◽

pp. 383-391 ◽

Author(s):

Yulong Che ◽

Xiaoru Wang ◽

Xiaoqin Lv ◽

Yi Hu ◽

Yufei Teng

Keyword(s):

Probability Distribution ◽

Kernel Density ◽

Kernel Density Estimator ◽

Density Estimator ◽

Railway Traction ◽

Electrified Railway

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Sibyl: Host Load Prediction with an Efficient Deep Learning Model in Cloud Computing

Algorithms and Architectures for Parallel Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-05054-2_17 ◽

2018 ◽

pp. 226-237 ◽

Author(s):

Zhiyuan Zhang ◽

Xuehai Tang ◽

Jizhong Han ◽

Peng Wang

Keyword(s):

Cloud Computing ◽

Deep Learning ◽

Learning Model ◽

Load Prediction ◽

Host Load Prediction ◽

Deep Learning Model ◽

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