Load forecasting for distribution network and electric vehicle charging optimisation to mitigate load fluctuations

• Main Author: Ng, Xin Yi
• Other Authors: Amer M. Y. M. Ghias
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Electric vehicle; Random charging; Distribution network; Monte Carlo simulation; Acceptance-Rejection sampling; Base load forecasting; Backpropagation algorithm in neural network; Rolling horizon; Electric vehicle charging strategies
• Online Access: https://hdl.handle.net/10356/176818
• Institution: Nanyang Technological University

Electric vehicles (EVs) offer significant advantages in energy conservation and emission reduction, leading to their growing popularity. However, the unpredictable nature of EV charging behaviours could lead to random charging patterns during peak electricity load hours, resulting in an “increasing...