DocumentCode :
1778271
Title :
Automated analysis of power systems disturbance records: Smart Grid big data perspective
Author :
Ukil, Abhisek ; Zivanovic, Rastko
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear :
2014
fDate :
20-23 May 2014
Firstpage :
126
Lastpage :
131
Abstract :
Analysis of faults and disturbances play crucial roles in secure and reliable electrical power supply. Digital fault recorders (DFR) enable digital recording of the power systems transient events with high quality and huge quantity. However, transformation of data to information, expectedly in an automated way, is a big challenge for the power utilities worldwide. This is a key focus for realizing the `Smart Grid´. In this paper, the architecture and specifications for the primary and the secondary information for the automated systems are described. This provides qualitative and quantitative guidelines about the information to derive out of the disturbance data. A quantified estimate of big data for the substations, has been estimated in the paper. Possible ways of reducing the big data by utilizing intelligent segmentation techniques are described, substantiated by real example. Utilization of centralized protection and remote disturbance analysis for reducing big disturbance data are also discussed.
Keywords :
Big Data; data analysis; data recording; electricity supply industry; fault diagnosis; power engineering computing; power system protection; power system reliability; power system transients; smart power grids; substation protection; automated power systems disturbance record analysis; centralized protection; data transformation; digital fault recorder; digital recording; fault analysis; intelligent segmentation techniques; power systems transient events; power utilities; reliable electrical power supply; remote disturbance analysis; secure electrical power supply; smart grid Big data; substations; Asia; Big data; Circuit faults; Relays; Smart grids; Standards; Analytics; HV; MV; big data; centralized protection; fault analysis; high voltage; medium voltage; radial network; remote relay testing; smart grid; web service;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies - Asia (ISGT Asia), 2014 IEEE
Conference_Location :
Kuala Lumpur
Type :
conf
DOI :
10.1109/ISGT-Asia.2014.6873776
Filename :
6873776
Link To Document :
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