Multi-agent framework for spatial load forecasting

IEEE Power and Energy Society General Meeting

Volumn , Issue , 2011, Pages

  Melo, J D ^a,b   Carreno, E M ^a,b   Padilha Feltrin, A ^a,b  

^a SÃO PAULO STATE UNIVERSITY UNESP   (Brazil)

^b CECE UNIOESTE ^*  (Brazil)

Author keywords

agent; distribution planning; knowledge extraction; land use; multi agent systems; Spatial electric load forecasting

Indexed keywords

DISTRIBUTION PLANNING; DISTRIBUTION SYSTEMS; GROWTH PATTERNS; INDEPENDENT AGENTS; KNOWLEDGE EXTRACTION; LOAD LEVELS; MULTIAGENT FRAMEWORK; SPATIAL LOAD FORECASTING;

AGENTS; ELECTRIC LOAD DISTRIBUTION; ELECTRIC LOADS; ELECTRIC UTILITIES; FORECASTING; LAND USE; MULTI AGENT SYSTEMS;

ELECTRIC LOAD FORECASTING;

EID: 82855177962     PISSN: 19449925     EISSN: 19449933     Source Type: Conference Proceeding    
DOI: 10.1109/PES.2011.6039624     Document Type: Conference Paper

References (16)

1. nd Edition. New York, Marcel Drekker Inc, 2002.
2. ANEEL, Procedimentos de Distribuição - PRODIST 2008. Available online http://www.aneel.gov.br/. (In Portuguese)
3. st Edition. Cambridge, The MIT Press, 2007.
4. nd Edition. Prentice Hall, Inc. Publishers, 2003
5. E. M. Carreno and A. Padilha-Feltrin, A. "Spatial electric load forecasting using a local movement approach", in: International Conference on Intelligent System Applications to Power Systems, IEEE, pp. 1-6, 2009.
6. J. D. Melo; E. M. Carreno and A. Padilha-Feltrin. "Spatial load forecasting using a demand propagation approach", in: IEEE/PES 2010 Transmition & Distribution Conference and Exposition Latin America, pp. 1-8, 2010.
7. E. M. Carreno and A. Padilha-Feltrin, "Evolutionary heuristic to determine future land use," in Proc. Power and Energy Society General Meeting, IEEE, pp.1-6, 20-24 July 2008.
8. H. L. Willis and J. Aanstos, "Some unique signal processing applications in power systems analysis," IEEE Trans. on Acoustics, Speech, and Signal Processing, v. 27, no 6, pp 685, Dec. 1979.
9. V. Miranda and C. Monteiro, "Fuzzy inference in spatial load forecasting," in Proc. Power Engineering Society Winter Meeting, pp 1063-1068 vol.2, 2000.
10. M. Chow, J. Zhu, and H. Tram, "Application of fuzzy multi-objective decision making in spatial load forecasting," IEEE Trans. on Power Systems, vol. 13, pp 1185-1190. 1998.
11. R. L. Vasquez-Arnez, J. A. Jardini, R. Casolari, L. C. Magrini, R. Semolini, and J. R. Pascon, "A methodology for electrical energy forecast and its spatial allocation over developing boroughs," in Proc Transmission and Distribution Conference and Exposition, 2008. pp.1- 6, 2008
12. A. Pritchett, S. M. Lee, M. Abkin, R. Gilgur, K. Bea, K. Corker, S. Verma, A. Jadhav, T. Reynolds, and G. Gosling, , Examining Air Transportation Safety Issues Through Agent-based Simulation Incorporating Human Performance Models, In Proceedings of the IEEE/AIAA 21th Digital Avionics Systems Conference, Vol. 2, October, Irvine, California, 2002.
13. M. Khalesian and M. R. Delavar, 2008. A Multi-Agent based traffic network micro-simulation using spatio-temporal GIS, The international archives of the photogrammetric, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part B2, Beijing 2008.
14. T. Bosse, C. Gerritsen, and M. Hoogendoorn, Comparison of agentbased simulations of displacement of crime. IEEE/ WIC/ACM International Conference on Intelligent and Agent Technology, 2008
15. OMG - Object Management group, MASIF - RTF Results.. Available at: http://www.agent.ai/doc/upload/200302/omg98.pdf
16. L. L. Larson, R. S. Bussom, W. Vicars, and L. Jauch, Proactive versus Reactive manager: is the dichotomy realistic?, Journal of Management Studies, 23, No. 4, 1986, 385-400.