Identification and Performance Evaluation for Effective Utilization of Electrical Energy Resource using K-Means Clustering Algorithm

  • M.Anita Priscilla Mary , Dr.M.S.Josephine , Dr.V.Jeyabalaraja, Dr.S.Nirmala Sugirtha Rajini

Abstract

Data Mining is used to distinguish the interesting relations between different variables in the databases. Data Mining is used to unpack unrevealed patterns in the data. Clustering is a method used to identify group of objects that are like each other, which helps to find the differences and similarities between the data. Clustering is applied to various sectors of energy resources by using K-Means algorithm. Efficiency of algorithm is found by modifying existing K-Means algorithm applying Python.

Published
2020-05-01
How to Cite
M.Anita Priscilla Mary , Dr.M.S.Josephine , Dr.V.Jeyabalaraja, Dr.S.Nirmala Sugirtha Rajini. (2020). Identification and Performance Evaluation for Effective Utilization of Electrical Energy Resource using K-Means Clustering Algorithm. International Journal of Advanced Science and Technology, 29(9s), 55 - 62. Retrieved from https://sersc.org/journals/index.php/IJAST/article/view/13001