Decision trees and transient stability of electric power systems
نویسندگان
چکیده
منابع مشابه
Decision trees and transient stability of electric power systems
A general inductive inference method is proposed and applied to the automatic building of decision trees for the transient stability assessment of power systems. On the basis of large sets of simulations, the essential features of the method are analysed and illustrated. Al~lraet-An inductive inference method for the automatic building of decision trees is investigated. Among its various tasks,...
متن کاملTransient Stability Assessment using Decision Trees and Fuzzy Logic Techniques
Many techniques are used for Transient Stability assessment (TSA) of synchronous generators encompassing traditional time domain state numerical integration, Lyapunov based methods, probabilistic approaches and Artificial Intelligence (AI) techniques like pattern recognition and artificial neural networks. This paper examines another two proposed artificial intelligence techniques to tackle the...
متن کاملImproving power grid transient stability by plug-in electric vehicles
Plug-in electric vehicles (PEVs) can serve in discharge mode as distributed energy and power resources operating as vehicle-to-grid (V2G) devices and in charge mode as loads or grid-to-vehicle (G2V) devices. It has been documented that PEVs serving as V2G systems can offer possible backup for renewable power sources, can provide reactive power support, active power regulation, load balancing, p...
متن کاملImproving the Transient Stability of Power Systems Using STATCOM and Controlling it by Honey Bee Mating Optimization Algorithm
In this study, a new method for designing the damping controller was proposed to improve the transient power system stability in a single machine network connected to an infinite bus. The STATCOM controller problem in a wide area of the system function was considered as an optimization problem with multi-purpose objective function. Also, the Honey Bee Mating Optimization Algorithm was used to d...
متن کاملEvent-based transient categorization and analysis in electric power systems
Power system transients cause problems and disturbances that might be harmful to electronic equipment. ’ However, ve y little have been done to systematically understand and analyze power system transients. There is also a lack of computational effective methods as transients are short and associated with a wide range of events and system conditions. This paper addresses the following issues: (...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Automatica
سال: 1991
ISSN: 0005-1098
DOI: 10.1016/0005-1098(91)90010-y