Wind/solar power forecasting using improved LSTM neural networks

• المؤلف الرئيسي: Liu, Shixian
• مؤلفون آخرون: Ponnuthurai N. Suganthan
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2019
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/78572
• المؤسسة: Nanyang Technological University

Nowadays, new energy become more and more important not only for industry but also for our citizens. How to forecast the wind and solar power correctly is also necessary for power plant. In this dissertation, four kinds of forecasting system based respectively on NARX model, BP neural network model,...