Under the carbon reduction concept of promoting distributed energy resources, it is proposed to combine renewable energy to form small distributed power plants and connect them with electric vehicle charging piles (V2G), thereby becoming virtual power plants for nearby communities. Additionally, it can further cooperate with household renewable energy storage equipment (RES) and demand response (DR) to achieve the substantial significance of a perfect smart microgrid. In civil society, local citizen power plants (citizen engagement) are also used to integrate various sizes of distributed energy resources (DER) through virtual power plant clients. An energy management system (EMS) based on the Internet of Things (IoT) is used to regulate energy storage systems (ESS) in various locations to compensate for the intermittency of renewable energy power generation, reduce the burden of reserve capacity, and help balance the overall power system. This project implements distributed energy at the Jinshanlin campus of National Quemoy University, combining local revitalization and building energy efficiency grading to establish a zero-carbon campus, and then achieves the ultimate goal of the sustainable campus.
In summary, the highlights of the results of this case are as follows:
1.Planning practical operations and big data database analysis for a low-carbon community distributed energy management system.
2.Developing smart photovoltaic energy storage systems and monitoring software for electric motorcycle charging and swapping stations.
3.Using the demonstration site as a model to study the feasibility of distributed smart green energy communities in the Kinmen area.
4.Artificial intelligence prediction models such as Linear Regression, SVR, XGB, and LSTM are used to conduct short-, medium-, and long-term power generation forecasts.