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A Julia/JuMP Package for N-k Contingency Analysis in Power Systems
The project required the computation of the generation shift factors (GSF) based on a defined generator bus outage using the fast-decoupled XB version. The GSF values were used to approximate the post-contingency branch flows based on a pre-contingency branch flow and the generator output before the contingency. The AC power flows were compared with the DC method for the MW and MVA flows. Source code is provided in the same WinZip file for the functions calculating the generation shift factors and the approximated post-contingency branch flows.
Julia interface for Easy SimAuto(ESA) and PowerWorld Simulator
Topological Vulnerability Metrics, Contingency Ranking, Spectral Graph Anlaysis, Spectral Island Clustering
Chi2 contengency independence test. Assume Null Hypothesis as Ho: Independence of categorical variables (male-female buyer rations are similar across regions (does not vary and are not related) Thus Alternate Hypothesis as Ha: Dependence of categorical variables (male-female buyer rations are NOT similar across regions (does vary and somewhat/significantly related)
Chi2 contengency independence test. Q4. TeleCall uses 4 centers around the globe to process customer order forms. They audit a certain % of the customer order forms. Any error in order form renders it defective and has to be reworked before processing. The manager wants to check whether the defective % varies by centre. Please analyze the data at 5% significance level and help the manager draw appropriate inferences.
Chi2 contengency independence test. Fantaloons Sales managers commented that % of males versus females walking in to the store differ based on day of the week. Analyze the data and determine whether there is evidence at 5 % significance level to support this hypothesis.
hypothesis-testing
1P1Q screening estimates the complex voltage V vector following a disturbance. This project considers either an outage if generator 2 or generator 3 , but not both, affecting the voltage. The program flow and algorithm is as follows
Used libraries and functions as follows: