Rule based system for power quality disturbance classification incorporating S-transform features

2010 ◽  
Vol 37 (4) ◽  
pp. 3229-3235 ◽  
Author(s):  
Mohammad E. Salem ◽  
Azah Mohamed ◽  
Salina Abdul Samad
Keyword(s):  
Power Quality ◽  
Rule Based ◽  
Rule Based System ◽  
S Transform ◽  
Power Quality Disturbance

Integrated Hardware System for Power Quality Disturbance Classification

2009 ◽  
Vol 10 (2) ◽  
Author(s):  
Azah Mohamed ◽  
Mohamed E. Salem ◽  
Salina Abdul Samad
Keyword(s):  
Power Quality ◽  
Digital Signal Processor ◽  
Digital Signal ◽  
Rule Based ◽  
Rule Based System ◽  
Hardware System ◽  
S Transform ◽  
Power Quality Disturbance ◽  
Network Approaches

Detection and classification of power quality (PQ) disturbances in real-time is an important consideration to electric utilities and many industrial customers so that diagnosis and mitigation of such disturbances can be implemented quickly. This paper presents the design and development of an integrated hardware system for classification of PQ disturbances using the rule based system. A hardware system has been designed using advanced digital signal processor to provide fast data capture and processing of signals using the S-transform analysis. Distinct features of various disturbances are extracted from the S-transform analysis in which these features are used to formulate rules. A rule based expert system is developed to automate the process of classifying the various types of disturbances. The disturbance classification results prove that the developed rule based system is more accurate than the neural network approaches in classifying PQ disturbances such as voltage sag, swell, impulsive transient, notching and interruption.

Recognition of Power-Quality Disturbances Using S-Transform-Based ANN Classifier and Rule-Based Decision Tree

2015 ◽  
Vol 51 (2) ◽  
pp. 1249-1258 ◽  
Author(s):  
Raj Kumar ◽  
Bhim Singh ◽  
D. T. Shahani ◽  
Ambrish Chandra ◽  
Kamal Al-Haddad
Keyword(s):  
Decision Tree ◽  
Power Quality ◽  
Rule Based ◽  
S Transform ◽  
Power Quality Disturbances ◽  
Ann Classifier
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