http://www.iaeme.com/IJEET/index.asp 14 editor@iaeme.com
International Journal of Electrical Engineering & Technology (IJEET)
Volume 7, Issue 3, May–June, 2016, pp.14–24, Article ID: IJEET_07_03_002
Available online at
http://www.iaeme.com/ijeet/issues.asp?JType=IJEET&VType=7&IType=3
ISSN Print: 0976-6545 and ISSN Online: 0976-6553
Journal Impact Factor (2016): 8.1891 (Calculated by GISI) www.jifactor.com
© IAEME Publication
FUZZY LOGIC CONTROL DESIGN FOR
ELECTRICAL MACHINES
Franck Bétin, Amine Yazidi, Arnaud Sivert, Gérard-André Capolino
Laboratory of Innovative Technologies
IUT Aisne, 15, av. F. Mitterrand,
02880 Cuffies, France
ABSTRACT
The aim of this paper is to prove that fuzzy logic algorithm is a suitable
control technique for fast processes such as electrical machines. This theory
has been experimented on different kinds of electrical machines such as
stepping motors, dc motors and induction machines (with 6 phases) and the
experimental results show that the proposed fuzzy logic algorithm is the most
suitable control technique for electrical machines since this algorithm is not
time consuming and it is also robust between plant parameters variations.
Key words: Fuzzy Logic, Electrical Drive, Implementation
Cite this Article: Franck Bétin, Amine Yazidi, Arnaud Sivert, Gérard-André
Capolino, Fuzzy Logic Control Design For Electrical Machines. International
Journal of Electrical Engineering & Technology, 7(3), 2016, pp. 14–24
http://www.iaeme.com/ijeet/issues.asp?JType=IJEET&VType=7&IType=3
1. INTRODUCTION
Due to the recent advances made in power electronics and in data processing,
electrical machines are more and more used in many industrial fields substituting
mechanical, pneumatic or hydraulic actuators. Therefore, the control of electrical
machines is since few years an important research area since they can be considered
as fast processes and they are also submitted to plant parameter changes.
In this way, the first type of electrical machine that has been widely used in
industry was the dc machine since it is really easy to control separately flux and
torque. Nevertheless, the main drawbacks of dc machines are that they require
maintenance operations and that they cannot be applied in corrosive or explosive
environments. Then, with the field orientation control (FOC) theory birth,
synchronous and induction machines have substituted the dc ones in the 80s first for
constant speed applications, then for variable speed ones and now for positioning
tasks. Indeed, FOC allows the decouplying between torque and flux components that
is not natural with classical control schemes such as scalar control. However, the FOC
scheme has to be associated with robust control laws for direct and quadratic inner