Works (3)
Updated: July 5th, 2023 15:47
2010 article
Cause-Effect Modeling and Spatial-Temporal Simulation of Power Distribution Fault Events
Cai, Y., & Chow, M.-Y. (2010, August 10). IEEE Transactions on Power Systems.
author keywords: Discrete event simulation; fault diagnosis; fuzzy systems; power distribution faults; power system simulation; system modeling
topics (OpenAlex): Power Systems Fault Detection; Islanding Detection in Power Systems; Power System Reliability and Maintenance
TL;DR:
A framework for modeling and simulating fault events in power distribution systems based on environmental factors and the cause-effect relationships among them and a hierarchical fuzzy inference system is built to infer the probability of faults in the simulated environments is proposed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
11. Sustainable Cities and Communities
(OpenAlex)
Source: Web Of Science
Added: August 6, 2018
2010 article
Evaluation of distribution fault diagnosis algorithms using ROC curves
Cai, N. Y., Chow, N. M.-Y., Lu, N. W., & Li, N. L. (2010, July 1). Ieee Power and Energy Soceity General Meeting 2010.
topics (OpenAlex): Anomaly Detection Techniques and Applications; Imbalanced Data Classification Techniques; Electricity Theft Detection Techniques
TL;DR:
Experimental results show that AIRS performs best most of the time and ANN is potentially a good algorithm with a proper decision threshold, and the application of Receiver Operating Characteristic (ROC) curves in evaluating distribution fault diagnosis performance.
(via Semantic Scholar)
Sources: NC State University Libraries, NC State University Libraries
Added: August 6, 2018
2009 conference paper
Exploratory analysis of massive data for distribution fault diagnosis in smart grids
2009 ieee power & energy society general meeting, vols 1-8, 2131–2136.
Source: NC State University Libraries
Added: August 6, 2018