application of fuzzy logic in control of electrical machines





[5] G.R. Slemon, Electrical Machines for Variable-Frequency Drives, Proceedings of the IEEE, No. 8, 1994. [6] Leonhard, W. - Control of[22] Lai, M.F. Nakano, M. Hsieh, G.C. -Application of Fuzzy Logic in the Phase-Locked Loop Speed Control of Induction Motor Drive, IEEE Trans. on Ind. S.Bolognani, M.Zigliotto, Fuzzy Logic Control of a Switched Reluctance Motor Drive, IEEE Transactions on Industry Applications, IEEE Trans.Application to the design of electrical machines.

Dublin Institute of Technology. ARROWDIT. The Application of Fuzzy Logic in Determining Linguistic Rules and Associative Membership Functions for the Control of a ManufacturingJanuary 10th 2011. Supervisor: John McGrory School of Electrical Engineering Systems. i. ABSTRACT. Applications of Fuzzy Logic in Control Design.Fuzzy logic can make control engineering easier for many types of tasks. It can also add control where it was previously impractical, as applications such as fuzzy- controlled washing machines have shown. Keywords: fuzzy logic, fuzzy controller, motion control, continuous line.working machines and speed v2 v of the second working machine present the main controlled[1] Fedor, P.

Perdukov, D. : Application of Ljapunov Second Method in controlled electrical drives. The application of fuzzy logic controller is investigated by means of simulation studies on a model of single machine infinite bus (SMIB) using mat-lab[18] Yashihiro Kitauchar Haruhito Taniguchi, Development of fuzzy excitation control system, Electrical Engg. in Japan, vol.114, no.3, 1994 Share All information bout engineering technology (electronics, computer, robotic, automation, mechanical, electrical, etc)Monday, July 30, 2007. Application of Fuzzy Logic in Fully Automatic Washing Machine. Fuzzy control, which directly uses fuzzy rules is the most important application Keywords: Industrial Applications, Fuzzy Control, Classical Control, Autonomy, and Uncertainty Management. 1 Automation versus Autonomy. Fuzzy logic is not needed when uncertainty is not present. A microhole electrical discharge machining (EDM) system with adaptive fuzzy logic control and precision piezoelectric stage is developed in this study.11 Boccadoro, M and Dauw, D 1995, About the Application of Fuzzy Con-. trollers in High-Performance Die-Sinking EDM Machines Fuzzy Control. Kevin M. Passino. Department of Electrical Engineering The Ohio State University.However, in some consumer applications such as the control of a washing machine or an electric1. Sometimes a fuzzy controller is called a fuzzy logic controller (FLC) or even a fuzzy linguistic Electrical Engineering.However the most significant application is focused on control systems. A typical fuzzy control system can be open loop or closed loop .Commercial use: Commercially available fuzzy logic controllers are used to control the machines and other consumer products. Department of electrical engineering national institute of technology, rourkela- 769 008. Odisha, india.Single layer mesh winding is used for machines of smaller capacity and medium. 18. Fuzzy Logic Control Of Induction Motor Drive for Performance The tool describes the basic operation of the indirect vector controlled IM drive and, application of fuzzy logic speed control to the vector controlled IM.The tool is a part of the virtual electrical machinery laboratory project which covers DC and AC machines. 12. The output surface of the fuzzy inference system for five fuzzy subsets arranged in asymmetrical shape Application of Fuzzy Logic in Control of Electrical Machines. 2.5.3 Limit recovery of fuzzy sets. 117. — Fundamental fuzzy concepts — Fuzzy propositional and predicate logic — Fuzzification — Defuzzification — Fuzzy control systems — Types of fuzzy algorithms — Applications of fuzzy logic. 9 Fuzzy logic control of a synchronous generator set. Final notes. 10 References. 11 Appendices.Since the invention of electrical machines in the nineteenth century, there has been a need to convert electrical power for various applications such as electrical machine drives, voltage regulation A fuzzy control system is a control system based on fuzzy logic—a mathematical system that analyzes analog input values in terms of logical variables that take on continuous values between 0 and 1, in contrast to classical or digital logic, which operates on discrete values of either 1 or 0 MayankNandwani. 1, 2, 3Department of Electrical Engineering, Delhi Technological University.DC motors have a long tradition of use as adjustable speed machines and a wide range of optionsOne of intelligent technique, fuzzy logic by Zadeh is applied for controller design in many applications.Also, the result from the comparisons of conventional and fuzzy logic control techniques in the form Keyword: fuzzy logic, control system, subset, application, technology.An ever increasingly number of contributions is appearing in the technical literatures, which are focused on applications of fuzzy control techniques to monitoring and control of unmanned machining systems. Fuzzy logic theory is recently widely emphasized in process control applications and among, the designing of inverter fed induction motorParameters, Modelling and Simulation of Electrical Machines and Power Systems, J.Robert.D.K. Tran (Editors), Elsevier Science Publishers B.V.(North Contents Preface Part 1 Robotics and Electrical Machines 1 Humanoid Robot: Design and Fuzzy Logic Control Technique fbr Its Intelligent Behaviors 2 Application of Fuzzy Logic in Mobile Robot Navigation 3 Modular Fuzzy Logic Controller fbr Motion Control of Chapter 3 Control Applications. Abstract- The basic concepts of fuzzy systems, particularly from the point of view of fuzzy logic basedIn the case of electric power systems and electric machines, individual components are modeled in terms of resistors, inductors, capacitors, machine inertia etc. EPA/600/SR-95/175 April 1996. Project Summary. Fuzzy Logic Control of Electric Motors and Motor Drives: Feasibility Study.This study examined the feasibility of Fuzzy Logic Motor Control (FLMC). Temperature Control in Plastic Molding Machines. Climate Control and Building Automation. Wind Energy Converter Control.In a recent application at a major hospital in Europe, the integration of fuzzy logic saves about 25 on electrical energy, equivalent to the amount of 50,000 per year. This paper presents an application of fuzzy logic to control the speed of a synchronous machine (SM).A Fuzzy Logic Controller For Synchronous Machine, Journal of ELECTRICAL ENGINEERING, VOL. 58, NO. 5, 285290 Aissaoui, A. G. Abid, M. Abid, H. And Tahour A Mamdani and Assilian [181 first reported the application of fuzzy logic to control a model laboratory steam engine.Afterwards, gradually, fuzzy control was applied to cement plant, chemical reactor, blast fumace, robotics, and electrical machine drives. Figure 4. Fuzzy logic control system scheme [14]. Figure 2. Stator winding arrangement (upper sight).3. S. A. Nasar, I. Boldea, Linear Motors: Theory, Design and Practical Applications, Prentice-Hall, Inc New Jersey, 1987. 4. S. A. Nasar, I. Boldea, Linear Motion Electric Machines, John Wiley Applications of Fuzzy Logic Classical Control System vs. Fuzzy Control.Fuzzy Logic enables low cost microcontrollers to perform functions traditionally performed by more powerful expensive machines enabling lower cost products to execute advanced features. The application of fuzzy logic in control problem was first introduced by Mamdani in 1974. This book exhaustively discusses fuzzy logic controls, concepts, theories, and applications. It is categorized into three sections, namely: 1. Robotics and Electrical Machines. The aim of this article is propose a method to improve the direct torque control and design a Fuzzy Logic based Controller which can take necessary control action to provide the desired torque and flux of an asynchronous machine. Its widely used in the industrial application areas due to several Fuzzy Logic 6 Application of Fuzzy Logic in Control of Electrical Machines Part 2 Control Systems 7 Fuzzy Logic Control fbr Multiresolutive Adaptive PN Acquisition Scheme in Fuzzy Logic 6 Application of Fuzzy Logic in Control of Electrical Machines Part 2 Control Systems 7 Fuzzy Logic Control fbr Multiresolutive Adaptive PN Acquisition Scheme in 4 Fuzzy logic controller design. The classical design scheme contains the following steps [4]: 1) Dene the input and control variablesIn: Proceedings of 6th. International Conference on Electrical Engineering. Batna, Algeria, 2010 3. Ourici A. Power control in a doubly fed induction machine. In the area of control of electrical machinery, research is increasingly oriented towards the application of modern control techniques.Till now, type-2 fuzzy logic systems have been used in very few control applications such as nonlinear control and the speed control of machines. I. INTRODUCTION Modern intelligent motion applications demand accurate speed and position control. Many machine and control schemes have been developed to improve the performance of BLDC motor drives.Fig. 3. Electrical diagram of BLDC motor. B. Structure of fuzzy logic controller. Global input signals such as machine speed () and electrical power (Pe) are given as input to the fuzzy controller.This paper presents the application of a fuzzy logic based auxiliary control for an SVC to achieve transient stability enhancement. Professor Ross has authored more than 130 pub-lications and has been active in the research and teaching of fuzzy logic since 1983. He is the founding Co-Editor-in-Chief of the International Journal of Intelligent and Fuzzy Systems, the co-editor of Fuzzy Logic and Control Control of Electrical Machines. Abdel Ghani Aissaoui1 and Ahmed Tahour2.This paper presents an application of fuzzy logic to control the speed of a synchronous. machine (SM). Fuzzy logic application in. Power system fault diagnosis.Department of Electrical Engineering Madhav Institute Of Technology and Sciences, Gwalior (M.P.)INDIA Abstract: This paper presents the application of Fuzzy Logic for DC motor speed control using Particle Swarm Optimization (PSO).[8] G.A. Capolino, G. Cirrincione, M. Cirrincione, H. Henao, R. Grisel: Digital Signal Processing for Electrical Machines, Invited paper, Proceedings of ACEMP01 3: Dept. of Electrical Engineering, Nnamdi Azikiwe University, Awka, Nigeria.Fuzzy logic is widely used in machine controls, as it allows for a generalization of conventional logic and providesThere are countless applications of fuzzy logic. In fact many researchers still claim that fuzzy logic is an In this paper, a generalized fuzzy logic controller tuned off line by genetic algorithm is proposed for different kinds of electrical machines such as a dc machine forControl System Magazine, April 1989, pp. 6572. [3] E.H. Mamdani, Application of fuzzy algorithms for control of a simple dynamic. a fuzzy logic. controlled washing machine controller gives the correct wash time even though a precise model of the input/output relationship is not available.How to get these two inputs can be left to the sensors (optical, electrical or any type). [21] T. Wildi, Electrical Machines, Drives, and Power Systems, New Jersey, Prentice Hall, 1997.[28] O.O. Mengi, I.H. Altas, A fuzzy logic control for wind/battery renewable energy production system, International Symposium on Innovations in Intelligent Systems and Applications, pp. 229-233, 2010. Journal of ELECTRICAL ENGINEERING, VOL. 58, NO. 5, 2007, 285290 A FUZZY LOGIC CONTROLLER FOR SYNCHRONOUS MACHINE Abdel Ghani Aissaoui — Mohamed AbidThis paper presents an application of fuzzy logic to control the speed of a synchronous machine (SM). Nowadays fuzzy logic has found its application in several fields like electronic control systems, automotive industries, breakingFuzzy logic control of washing machines.

URL:http[13] Dadone, P Design Optimization of Fuzzy Logic Systems, Doctor of Philosophy in Electrical Engineering They presented a new control strategy based on fuzzy logic to improve the cutting precision.In their paper, Lin and Lin also attempted the application of grey-fuzzy logic based on orthogonal array for the optimization of electrical discharge machining (EDM) process with MPCs. Fuzzy Logic Application for Intelligent Control of a Variable Speed Drive.Fuzzy logic control of the SPRS would provide a simple way of controlling the complex doubly-excited machine and converter system. Using Fuzzy Logic in Automated Vehicle Control. Jos E. Naranjo, Carlos Gonzlez, Ricardo Garca, and Teresa de Pedro, Instituto de Automtica Industrial. Miguel A. Sotelo, Universidad de Alcal de Henares. Development of Fuzzy Logic and Neural Network Control and Advanced Emissions Modeling for Parallel Hybrid Vehicles.The following Figure 2 indicates the position of the Fuzzy Logic Controller in the ADVISOR Simulink block.

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