Multi-Contingency Cascading Analysis Of Smart Grid Based On Self Organizing Map (SOM)

Muhammad Asyraf, Mat Yusof (2015) Multi-Contingency Cascading Analysis Of Smart Grid Based On Self Organizing Map (SOM). Project Report. UTeM, Melaka, Malaysia. (Submitted)

Text (24 pages) Multi-Contingency Cascading Analysis Of Smart Grid Based On Self Organizing Map (SOM) 24 Pages.pdf - Submitted Version Download (459kB)

Abstract

In the investigation of power grid security, the cascading failure in multicontingency situations has been a test because of its topological unpredictability and computational expense. Both system investigations and burden positioning routines have their limits. In this project, in view of sorting toward Self Organizing Maps (SOM), incorporated methodology consolidating spatial feature (distance)-based grouping with electrical attributes (load) to evaluate the vulnerability and cascading impact of various part sets in the force lattice. Utilizing the grouping result from SOM, sets of overwhelming stacked beginning victimized people to perform assault conspires and asses the consequent falling impact of their failures, and this SOM-based approach viably distinguishes the more powerless sets of substations than those from the conventional burden positioning and other bunching strategies. As an issue, this new approach gives a productive and solid method to study the force framework failure conduct in falling impact of basic segment failure.

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