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 | Australia |
| City | Melbourne |
| Period | 16/11/28 → 16/12/1 |
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Keywords
- 4D-GIS
- data integration
- microgrid cluster
- Power information platform
- power transmission network design
ASJC Scopus subject areas
- Computer Networks and Communications
- Information Systems
Cite this
Geospatial approaches to design of wind power transmission networks and operation of microgrids. / Iwamura, Kazuaki; Nakanishi, Yosuke; Kino, Yuya; Sakaguchi, Go; Kuno, Ryusuke; Tanaka, Noriko.
2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016. IEEE Computer Society, 2016. p. 58-64 7796361.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Geospatial approaches to design of wind power transmission networks and operation of microgrids
AU - Iwamura, Kazuaki
AU - Nakanishi, Yosuke
AU - Kino, Yuya
AU - Sakaguchi, Go
AU - Kuno, Ryusuke
AU - Tanaka, Noriko
PY - 2016/12/22
Y1 - 2016/12/22
N2 - 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.
AB - 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.
KW - 4D-GIS
KW - data integration
KW - microgrid cluster
KW - Power information platform
KW - power transmission network design
UR - http://www.scopus.com/inward/record.url?scp=85010039304&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85010039304&partnerID=8YFLogxK
U2 - 10.1109/ISGT-Asia.2016.7796361
DO - 10.1109/ISGT-Asia.2016.7796361
M3 - Conference contribution
SP - 58
EP - 64
BT - 2016 IEEE Innovative Smart Grid Technologies - Asia, ISGT-Asia 2016
PB - IEEE Computer Society
ER -