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Artificial Intelligence and Robotics
Aritifical Intelligence (AI), Static Security Evaluation (SSE), Economic Dispatch (ED), Support Vector Machines (SVM), Particle Swarm Optimization (PSO), Feature Selection
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Applications Of Artificial Intelligence In Power Systems, Samin Rastgoufard
Applications Of Artificial Intelligence In Power Systems, Samin Rastgoufard
University of New Orleans Theses and Dissertations
Artificial intelligence tools, which are fast, robust and adaptive can overcome the drawbacks of traditional solutions for several power systems problems. In this work, applications of AI techniques have been studied for solving two important problems in power systems.
The first problem is static security evaluation (SSE). The objective of SSE is to identify the contingencies in planning and operations of power systems. Numerical conventional solutions are time-consuming, computationally expensive, and are not suitable for online applications. SSE may be considered as a binary-classification, multi-classification or regression problem. In this work, multi-support vector machine is combined with several evolutionary computation …