Title :
Modern computing environment for power system reliability assessment
Author :
da Rosa, M.A. ; Miranda, V. ; Carvalho, L. ; Leite da Silva, A.M.
Author_Institution :
USE - Power Syst. Unit, INESC Porto, Porto, Portugal
Abstract :
A natural movement towards artificial intelligence (AI) techniques took place in the last years in power system analysis. Many research works have used AI topics like search techniques, knowledge representation, reasoning and learning systems, as well as heuristic tools to address power system problems. This paper focuses the discussion on power system reliability evaluation and this natural transition from AI topics to a more sophisticated software design, known as intelligent agent (IA) technology. Instead of applying AI techniques to improve a single stage of the Monte Carlo Simulation (MCS), the IA architecture explores new ways to support AI topics. However, this natural movement needs to be managed through the proposal of a modern framework of power system tools, where several different techniques have to be combined in order to maximize each one´s benefits and advantages.
Keywords :
Monte Carlo methods; artificial intelligence; knowledge representation; power system analysis computing; power system reliability; Monte Carlo simulation; artificial intelligence techniques; computing environment; intelligent agent technology; knowledge representation; learning systems; power system analysis; power system problems; power system reliability assessment; reasoning systems; Artificial intelligence; Computer architecture; Intelligent agent; Knowledge representation; Learning systems; Power system analysis computing; Power system management; Power system reliability; Power system simulation; Software design; Distributed systems; Monte Carlo simulation; agent-based technology; reliability;
Conference_Titel :
Probabilistic Methods Applied to Power Systems (PMAPS), 2010 IEEE 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5720-5
DOI :
10.1109/PMAPS.2010.5528321