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Iranian Journal of Electrical and Electronic Engineering، جلد ۱۰، شماره ۳، صفحات ۲۱۲-۲۲۲
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عنوان انگلیسی A Controller Design with ANFIS Architecture Attendant Learning Ability for SSSC-Based Damping Controller Applied in Single Machine Infinite Bus System
چکیده انگلیسی مقاله Static Synchronous Series Compensator (SSSC) is a series compensating Flexible AC Transmission System (FACTS) controller for maintaining to the power flow control on a transmission line by injecting a voltage in quadrature with the line current and in series mode with the line. In this work, an Adaptive Network-based Fuzzy Inference System controller (ANFISC) has been proposed for controlling of the SSSC-based damping system and applied to a Single Machine Infinite Bus (SMIB) power system. For implementation of the learning process in this controller, we use of the one approach of the learning ability that named as Forward Signal and Backward Error Back-Propagation (FSBEBP) method for improving of the system efficiency. This artificial intelligence-based control model leads to a controller with adaptive structure, improved correctness, high damping ability and dynamic performance. System implementation is easy and it requires 49 fuzzy rules for inference engine of the system. As compared with the other complex neuro-fuzzy systems, this controller has medium number of the fuzzy rules and low number of layers, but it has high accuracy. In order to demonstrate of the proposed controller ability, it is simulated and its output compared with that of classic Lead-Lag-based Controller (LLC) and PI controller.
کلیدواژه‌های انگلیسی مقاله ANFISC, Inference, Learning, LLC, SSSC, SMIB
نویسندگان مقاله a khoshsaadat | a. khoshsaadat
hafez avenue, tehran, 15875-4413, iran


محمدرضا موسوی | m r mosavi
narmak, tehran, 16846-14114, iran


جعفر صادق مغانی | j s moghani
hafez avenue, tehran, 15875-4413, iran
نشانی اینترنتی http://ijeee.iust.ac.ir/browse.php?a_code=A-10-78-8&slc_lang=en&sid=en
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کد مقاله (doi)
زبان مقاله منتشر شده en
موضوعات مقاله منتشر شده 1-Power systems Control
نوع مقاله منتشر شده Research Paper
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