2006
Authors
Jesus, IS; Tenreiro MacHado, JA; Boaventura Cunha, J;
Publication
Proceedings of the 5th International Conference on Engineering Computational Technology
Abstract
A genetic algorithm (GA) is a search technique based on the natural selection process. The GAs provide further flexibility and robustness that are unique for signal process. Recently, a closer look of some phenomena present in electrical systems, such as motors, transformers and lines, and the motivation towards the development of comprehensive models, seem to point out the requirement for a fractional calculus approach. Bearing these ideas in mind, we address the analysis and the synthesis of fractional-order multipoles, based in a GA optimization scheme. © 2006 Civil-Comp Press.
2006
Authors
Tenreiro Machado, JAT; Jesus, IS; Galhano, A; Boaventura Cunha, JB;
Publication
SIGNAL PROCESSING
Abstract
The Maxwell equations constitute a formalism for the development of models describing electromagnetic phenomena. The four Maxwell laws have been adopted successfully in many applications and involve only the integer order differential calculus. Recently, a closer look for the cases of transmission lines, electrical motors and transformers, that reveal the socalled skin effect, motivated a new perspective towards the replacement of classical models by fractional-order mathematical descriptions. Bearing these facts in mind this paper addresses the concept of static fractional electric potential. The fractional potential was suggested some years ago. However, the idea was not fully explored and practical methods of implementation were not proposed. In this line of thought, this paper develops a new approximation algorithm for establishing the fractional order electrical potential and analyzes its characteristics.
2006
Authors
Reis, C; Tenreiro Machado, JA; Galhano, AMSF; Boaventura Cunha, J;
Publication
2006 IEEE International Conference on Computational Cybernetics, ICCC
Abstract
Particle Swarm Optimization (PSO) is a population-based search algorithm that is initialized with a population of random solutions, called particles. In a PSO scheme each particle flies through the search space with a velocity that is adjusted dynamically according with its historical behavior. Therefore, the particles have a tendency to fly towards the best search area along the search process. PSO is also an evolutionary computation technique well adapted to the automatic design of electronic devices. In this line of thought, this paper proposes a PSO based algorithm for logic circuit synthesis. The results show the statistical characteristics of this algorithm with respect to number of generations required to achieve the solutions. The results are compared with other two Evolutionary Algorithms (EAs), namely Genetic and Memetic Algorithms (GA and MA).
2006
Authors
Jesus, IS; Barbosa, RS; Machado, JAT; Cunha, JB;
Publication
2006 IEEE International Conference on Computational Cybernetics, ICCC
Abstract
The concept of differentiation and integration to non-integer order has its origins in the nineteen century. However, only in the second-half of the twenty century appeared the first applications related to the area of control theory. In this paper we consider the study of a heat diffusion system based on the application of the fractional calculus concepts. In this perspective, several control methodologies are investigated and compared, such as the adoption of a Smith predictor structure for the better control of systems with time delays. Several simulations are presented assessing the performance of the proposed fractional-order algorithms.
2006
Authors
Fonseca Ferreira, NM; Tenreiro Machado, JA; Galhano, AMSF; Boaventura Cunha, J;
Publication
IFAC Proceedings Volumes (IFAC-PapersOnline)
Abstract
This paper analyzes the performance of two cooperative robot manipulators. It is studied the implementation of fractional-order algorithms in the position/force control of two robots holding an object. The experiments reveal that fractional algorithms lead to performances superior to classical integer-order controllers.
2006
Authors
Jesus, IS; Tenreiro Machado, JA; Boaventura Cunha, J;
Publication
IFAC Proceedings Volumes (IFAC-PapersOnline)
Abstract
Fractional calculus (FC) was originally developed in a pure mathematical viewpoint. However, nowadays FC is applied in many emerging fields of physics and engineering. This paper studies the fractional electrical impedance of vegetables and fruits having FC modelling in mind. In this line of thought, are developed several experiments for measuring the impedance of botanical elements, based in the Bode and polar diagrams. An electrical circuit that models these systems is presented and conclusions are drawn. Copyright © 2006 IFAC.
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