Back to Search
Start Over
COMPARISON BETWEEN DECISION TREE AND OPTIMAL POWER FLOW TECHNIQUES APPLIED TO VOLTAGE CORRECTIVE CONTROL IN ELECTRIC SYSTEMS
- Source :
- ITEGAM-JETIA, Vol 6, Iss 21 (2020)
- Publication Year :
- 2020
- Publisher :
- Institute of Technology and Education Galileo da Amazônia, 2020.
-
Abstract
- This article presents a comparison of using techniques of optimal load flow and decision tree in making corrective voltage control actions for electrical power systems under insecure operation condition, that is, with voltage constraints violated. The decision tree technique is used in conjunction with a technique of sensitivity analysis in such a way that control actions are taken to be more effective to eliminate the voltage constraints violation in each case of contingency analyzed. A comparison is made between the control actions suggested by the optimal load flow strategy and those suggested by the decision tree for the same operating condition, discussing the achievement of implementing these actions in a real power system. The analysis methodology proposed here is tested in a real power system of a Brazilian utility, which operates in the State of Amapa - Brazil. The results showed how both methodologies can be used as operational tools in power system supervision and control centers.
- Subjects :
- Computer science
lcsh:T
020209 energy
020208 electrical & electronic engineering
Control (management)
Decision tree
02 engineering and technology
lcsh:Technology
Reliability engineering
Electric power system
Flow (mathematics)
lcsh:Technology (General)
0202 electrical engineering, electronic engineering, information engineering
lcsh:T1-995
Sensitivity (control systems)
State (computer science)
Contingency
lcsh:Science (General)
Voltage
lcsh:Q1-390
Subjects
Details
- Language :
- English
- ISSN :
- 24470228
- Volume :
- 6
- Issue :
- 21
- Database :
- OpenAIRE
- Journal :
- ITEGAM-JETIA
- Accession number :
- edsair.doi.dedup.....fe79b46c1d4e3beea2a9d671a4ecf216