Application of Machine Learning in Daily Reservoir Inflow Prediction of the Bhumibol Dam, Thailand

• Main Authors: Jidapa Kraisangka, Areeya Rittima, Wudhichart Sawangphol, Yutthana Phankamolsil, Allan Sriratana Tabucanon, Yutthana Talaluxmana, Varawoot Vudhivanich
• Other Authors: Kasetsart University, Kamphaeng Saen Campus
• Format: Conference or Workshop Item
• Published: 2022
• Subjects: Computer Science; Engineering
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/73755
• Institution: Mahidol University

To mitigate floods and droughts in Thailand, the reservoir operations need accurate and reliable hydro-parameter information, e.g., inflow, to support decision making. In this paper, we explore and develop the predictive models for predicting the next-day inflow of the Bhumibol Dam, one of the major...