Search results | J. Murrey Atkins Library

Title: Developing Data-Driven Approaches for Analyzing, Identifying, and Predicting Power System Outages
Author: Doostan, Milad
Date Created: 2019
Description: Outages that occur in power distribution systems can seriously endanger system operation in different ways. In recent years, with the explosion in data gathering within the smart grid framework, data analytics has emerged as a desirable tool in he...

Title: Developing Data-Driven Approaches for Analyzing, Identifying, and Predicting Power System Outages
Author: Doostan, Milad
Date Created: 2019
Subjects--Topical: Electrical engineering, Statistics
Description: Outages that occur in power distribution systems can seriously endanger system operation in different ways. In recent years, with the explosion in data gathering within the smart grid framework, data analytics has emerged as a desirable tool in he...

Title: Predicting lightning-related outages in power distribution systems : a statistical approach
Author: Chowdhury, Badrul, Doostan, Milad
Subjects--Topical: Machine learning, Electric power distribution--Communication systems, Lightning
Description: This paper presents a novel data-driven approach for predicting lightning-related outages that occur in power distribution systems on a daily basis. In order to develop an approach that is able to successfully fulfill this objective, there are two...