학술논문

GIS approach for modeling the electricity grid of small islands using open-source data: The case of Isola del Giglio
Document Type
Conference
Source
2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON) Electrotechnical Conference (MELECON), 2022 IEEE 21st Mediterranean. :536-541 Jun, 2022
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Substations
Sociology
Loading
Routing
Data models
Topology
Statistics
Electrification
GIS
MILP
GISele
electric grid routing
Language
ISSN
2158-8481
Abstract
The rise of Geographical Information Systems (GIS) has fueled the development of various tools contributing to the electrification process. The goal of this paper is to display an alternative usage to one of such tools - GISele; the final goal is to optimally route the distribution grid in a small island in Italy called Isola del Giglio. The procedure is based on a 2-step clustering-based approach, with the final solution being a detailed geo-spatial representation of the Medium Voltage and Low Voltage grids, as well as the siting of the secondary substations. First, a solution for the equipment siting is obtained for each individual cluster, following a variation of the agglomerative clustering and purely topological analysis for the routing of the grids. Then, a MILP procedure with electrical constraints is in charge of minimizing the costs for the entire area, taking into consideration steady-state voltages and line loading. The approach was found to yield very good results in terms with comparison to publicly known facts about the grid in place and the grid routing adopting a road-tracking algorithm.