Title :
Power cellular automata and space-time character forecasting of power load
Author :
Yang, Li-xi ; Lin, Jun-fei ; Wang, Jin-feng ; Chen, Gen-yong ; Huang, Xun-cheng ; Cheng, Jie
Author_Institution :
Electr. Eng., Zhengzhou Univ., Zhengzhou
Abstract :
The space-time character forecasting accurate or not of power load have a great influence on the quality of electric network planning. Inspired by the geographic cellular automata, the applicability of CA theory for load space-time character forecasting is studied and the power cellular automata are conceptually purposed. A city model for power load spatial distribution forecasting is established in the paper. The experiment implemented successfully by using integrating GIS with CA theory on Map lnfo software, the forecasting result certificates the availability and scientific of the principle.
Keywords :
cellular automata; geographic information systems; load forecasting; power system planning; CA theory; GIS; electric network planning; geographic information system; power cellular automata; power load forecasting; power load spatial distribution forecasting; space-time character forecasting; Automata; Cities and towns; Current supplies; Geographic Information Systems; Information systems; Load forecasting; Load modeling; Power system modeling; Predictive models; Strategic planning; Geographic information system; Load spatial distribution forecasting; Power cellular automata; Space-time character;
Conference_Titel :
Electric Utility Deregulation and Restructuring and Power Technologies, 2008. DRPT 2008. Third International Conference on
Conference_Location :
Nanjuing
Print_ISBN :
978-7-900714-13-8
Electronic_ISBN :
978-7-900714-13-8
DOI :
10.1109/DRPT.2008.4523588
