A Novel Short-Term Photovoltaic Power Forecasting Approach based on Deep Convolutional Neural Network

Short Term ◽

Photovoltaic Power ◽

Hybrid method for short-term photovoltaic power forecasting based on deep convolutional neural network

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2018.5847 ◽

2018 ◽

Vol 12 (20) ◽

pp. 4557-4567 ◽

Cited By ~ 49

Author(s):

Haixiang Zang ◽

Lilin Cheng ◽

Tao Ding ◽

Kwok W. Cheung ◽

Zhi Liang ◽

...

Keyword(s):

Neural Network ◽

Hybrid Method ◽

Short Term ◽

Photovoltaic Power ◽

Multiple-Input Deep Convolutional Neural Network Model for Short-Term Photovoltaic Power Forecasting

IEEE Access ◽

10.1109/access.2019.2921238 ◽

2019 ◽

Vol 7 ◽

pp. 74822-74834 ◽

Cited By ~ 31

Author(s):

Chiou-Jye Huang ◽

Ping-Huan Kuo

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Short Term ◽

Photovoltaic Power ◽

Multiple Input ◽

Short-term Photovoltaic Power Forecasting Model Based on Improved BP Neural Network Method

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9346675 ◽

2020 ◽

Author(s):

Yuan Peng ◽

Suhua Lou ◽

Senlin Yang ◽

Yaowu Wu ◽

Xianglu He ◽

...

Keyword(s):

Neural Network ◽

Bp Neural Network ◽

Forecasting Model ◽

Short Term ◽

Neural Network Method ◽

Model Based ◽

Photovoltaic Power ◽

Network Method ◽

Gait-Based Human Identification by Combining Shallow Convolutional Neural Network-Stacked Long Short-Term Memory and Deep Convolutional Neural Network

IEEE Access ◽

10.1109/access.2018.2876890 ◽

2018 ◽

Vol 6 ◽

pp. 63164-63186 ◽

Cited By ~ 12

Author(s):

Ganbayar Batchuluun ◽

Hyo Sik Yoon ◽

Jin Kyu Kang ◽

Kang Ryoung Park

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Human Identification ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Short-term active power forecasting of a photovoltaic power plant using an artificial neural network

2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM) ◽

10.1109/etcm.2017.8247527 ◽

2017 ◽

Author(s):

Andres F. Romero ◽

Franklin L. Quilumba ◽

Hugo N. Arcos

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Power Plant ◽

Active Power ◽

Short Term ◽

Photovoltaic Power ◽

Artificial Neural ◽

Convolutional Neural Network for Short-term Wind Power Forecasting

2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) ◽

10.1109/isgteurope.2019.8905432 ◽

2019 ◽

Cited By ~ 1

Author(s):

Margarida Solas ◽

Nuno Cepeda ◽

Joaquim L. Viegas

Keyword(s):

Neural Network ◽

Wind Power ◽

Short Term ◽

Wind Power Forecasting ◽

2019 International Conference on Engineering, Science, and Industrial Applications (ICESI) ◽

Short-Term Photovoltaic Power Forecasting Using Artificial Neural Network Considering Multiple Time Lags

10.1109/icesi.2019.8862996 ◽

2019 ◽

Author(s):

Muhammad Murtadha Othman ◽

Muhamad Hafizuddin Idris Ramlee ◽

Mohd Hafez Hilmi Harun ◽

Ismail Musirin

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Multiple Time ◽

Time Lags ◽

Short Term ◽

Photovoltaic Power ◽

Artificial Neural ◽

Deterministic and probabilistic forecasting of photovoltaic power based on deep convolutional neural network

Energy Conversion and Management ◽

10.1016/j.enconman.2017.10.008 ◽

2017 ◽

Vol 153 ◽

pp. 409-422 ◽

Cited By ~ 86

Author(s):

Huaizhi Wang ◽

Haiyan Yi ◽

Jianchun Peng ◽

Guibin Wang ◽

Yitao Liu ◽

...

Keyword(s):

Neural Network ◽

Probabilistic Forecasting ◽

Photovoltaic Power

Communications in Computer and Information Science - Information and Communication Technology and Applications ◽

A Conceptual Hybrid Model of Deep Convolutional Neural Network (DCNN) and Long Short-Term Memory (LSTM) for Masquerade Attack Detection

10.1007/978-3-030-69143-1_14 ◽

2021 ◽

pp. 170-184

Author(s):

Adam Adenike Azeezat ◽

Onashoga Sadiat Adebukola ◽

Abayomi-Alli Adebayo ◽

Omoyiola Bayo Olushola

Keyword(s):

Neural Network ◽

Hybrid Model ◽

Short Term Memory ◽

Attack Detection ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

Lecture Notes in Mechanical Engineering - Innovative Product Design and Intelligent Manufacturing Systems ◽

Short-Term PV Power Forecasting for Renewable Energy Using Hybrid Spider Optimization-Based Convolutional Neural Network

10.1007/978-981-15-2696-1_78 ◽

2020 ◽

pp. 809-817

Author(s):

Debom Ghosh

Keyword(s):

Neural Network ◽

Renewable Energy ◽

Short Term ◽