Journal ArticleDOI
Simulation based neuro-fuzzy hybrid intelligent PI control approach in four-area load frequency control of interconnected power system
Surya Prakash,S. K. Sinha +1 more
- Vol. 23, pp 152-164
TLDR
A novel control approach of hybrid neuro-fuzzy (HNF) for load frequency control (LFC) of four-area power system and the result shows that intelligent HNF controller is having improved dynamic response and at the same time faster than ANN, fuzzy and conventional PI and PID controllers.Abstract:
This paper presents a novel control approach of hybrid neuro-fuzzy (HNF) for load frequency control (LFC) of four-area power system. The advantage of this controller is that it can handle the non-linearities, and at the same time it is faster than other existing controllers. The effectiveness of proposed controller in increasing the damping of local and inter area modes of oscillation is demonstrated in four area interconnected power system. Area-1 and area-2 consist of thermal reheat power plant whereas area-3 and area-4 consist of hydro power plant. Performance evaluation is carried out by using fuzzy, ANN, ANFIS and conventional PI and PID control approaches. The performances of the controllers are simulated using MATLAB/Simulink package. The result shows that intelligent HNF controller is having improved dynamic response and at the same time faster than ANN, fuzzy and conventional PI and PID controllers.read more
Citations
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Journal ArticleDOI
Load frequency control of large scale power system using quasi-oppositional grey wolf optimization algorithm
TL;DR: Time domain simulation results confirm the potentiality and efficacy of the proposed QOGWO method over other intelligent methods like fuzzy logic, artificial neural network (ANN) and adaptive neuro-fuzzy interface system (ANFIS) controller.
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Load Frequency Control of a Novel Renewable Energy Integrated Micro-Grid Containing Pumped Hydropower Energy Storage
TL;DR: The results not only prove the feasibility of the proposed REMG but also show the effectiveness of the optimized controllers in maintaining frequency stability under various conditions.
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Artificial intelligence techniques for stability analysis and control in smart grids: Methodologies, applications, challenges and future directions
TL;DR: A general overview of AI, including its definitions, history and state-of-the-art methodologies, and a comprehensive review of its applications to security assessment, stability assessment, fault diagnosis, and stability control in smart grids are presented.
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Simulated annealing based optimal frequency and terminal voltage control of multi source multi area system
TL;DR: In this article, the authors proposed an optimal secondary controller for combined Load Frequency Control (LFC) and Automatic Voltage Regulation (AVR) of multi source multi area system using simulated annealing technique.
Journal ArticleDOI
State-of-the-art of controllers and soft computing techniques for regulated load frequency management of single/multi-area traditional and renewable energy based power systems
TL;DR: A review of different controllers utilized in traditional as well as renewable energy-based power system for LFM such as; classical controllers, fractional order controllers, cascaded controllers, sliding mode controller (SMC), tilt-integral-derivative controllers, H-infinity controller and other recently developed controllers are provided.
References
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Journal ArticleDOI
ANFIS: adaptive-network-based fuzzy inference system
TL;DR: The architecture and learning procedure underlying ANFIS (adaptive-network-based fuzzy inference system) is presented, which is a fuzzy inference System implemented in the framework of adaptive networks.
Book
Power System Stability and Control
TL;DR: In this article, the authors present a model for the power system stability problem in modern power systems based on Synchronous Machine Theory and Modelling, and a model representation of the synchronous machine representation in stability studies.
Book
Fuzzy Logic with Engineering Applications
TL;DR: This chapter discusses Fuzzy Systems Simulation, specifically the development of Membership Functions and the Extension Principle, and some of the methods used to derive these functions.
Journal ArticleDOI
Variable structure control: a survey
John Y. Hung,W. Gao,J.C. Hung +2 more
TL;DR: A tutorial account of variable structure control with sliding mode is presented, introducing in a concise manner the fundamental theory, main results, and practical applications of this powerful control system design approach.
New Delhi, India
TL;DR: In this article, the authors present a survey of Indian cities in terms of Latitude (°) +N/-SLongitude (−) +E/-W New Delhi India C V Raman Science Club 28.616 77.195