Development of high-precision wind, wave and current forecast system for offshore wind energy industry in Taiwan: a two-stage method of numerical simulation and AI correction-Reference-Cited by-同舟云学术

Development of high-precision wind, wave and current forecast system for offshore wind energy industry in Taiwan: a two-stage method of numerical simulation and AI correction

Published:2021-07-21 Issue:6 Volume:44 Page:532-543
ISSN:0253-3839
Container-title:Journal of the Chinese Institute of Engineers
language:en
Short-container-title:Journal of the Chinese Institute of Engineers

Author:

Hung Sheng-Chu¹,Chang Wen-Yi¹,Tsai Whey-Fone¹,Kuo Chih-Yu²,Liau Jian-Ming³,Lin Chuan-Yiao⁴,Hsu Tai-Wen⁵,Tu Chia-Ying⁴,Wu Chien-Heng¹,Chung Yu-Feng¹,Huang Jheng-Nan¹

Affiliation:

1. National Applied Research Laboratories, National Center for High-Performance Computing, Hsinchu, Taiwan

2. Research Center for Applied Sciences, Academia Sinica, Nankang, Taiwan

3. National Applied Research Laboratories, Taiwan Ocean Research Institute, Kaohsiung, Taiwan

4. Research Center for Environmental Changes, Academia Sinica, Nankang, Taiwan

5. Center of Excellence for Ocean Engineering, National Taiwan Ocean University, Keelung, Taiwan

Funder

Ministry of Science and Technology, Taiwan

Publisher

Informa UK Limited

Subject

General Engineering

Link

https://www.tandfonline.com/doi/pdf/10.1080/02533839.2021.1936643

Reference29 articles.

1. CWB (Central Weather Bureau). 2018. “Meteorological-Information Based Green Energy Operations Center.” Central Weather Bureau. Accessed 20 September. http://greenmet.cwb.gov.tw/

2. Using LSTM recurrent neural networks to predict excess vibration events in aircraft engines

3. Wind Speed Prediction Model Using LSTM and 1D-CNN

4. Comparative Analysis of Wind Speed Forecasting Using LSTM and SVM

5. A Deep Hybrid Model for Weather Forecasting

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