Abstract
In this study, we propose a four-dimensional geographic information system (4D-GIS) and present two of its applications. First, we introduce a mesh-type model of spatiotemporal data integration for 4D-GIS. The first application of the 4D-GIS is in the design of wind power transmission networks. In network design, 3D geospatial data and time change data are integrated as a cost surface; a combination of the genetic algorithm and a modified Prim search method generates power transmission networks that minimize the defined cost function. The second application is in operation support of clustered microgrids. The 4D-GIS is used in the visualization of power consumption changes in the microgrids. We also introduce a power information platform for processing big data, such as power consumption data collected from buildings, homes, etc. The optimal configuration of power information platforms in microgrid clusters is also proposed.
| Original language | English |
|---|---|
| Title of host publication | 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 |
| Publisher | IEEE Computer Society |
| Pages | 58-64 |
| Number of pages | 7 |
| ISBN (Electronic) | 9781509043033 |
| DOIs | |
| Publication status | Published - 2016 Dec 22 |
| Event | 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 - Melbourne, Australia Duration: 2016 Nov 28 → 2016 Dec 1 |
Other
| Other | 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016 |
|---|---|
| Country/Territory | Australia |
| City | Melbourne |
| Period | 16/11/28 → 16/12/1 |
Keywords
- 4D-GIS
- data integration
- microgrid cluster
- Power information platform
- power transmission network design
ASJC Scopus subject areas
- Computer Networks and Communications
- Information Systems