Genetic Algorithm Application for Synthesis and Analysis of Electromechanical Systems
Journal Title: Energy Engineering and Control Systems - Year 2018, Vol 4, Issue 2
Abstract
One of modern possible problem solutions of analysis and synthesis in electromechanical systems is the recourse to a genetic algorithm as a method of artificial intelligence. The originality of the proposed approach lies in the usage of fractional order models to solve the above-mentioned problem. The quality function is proposed to be used in the developed algorithms for analysis and synthesis procedures of electromechanical systems. It is also proposed to get the desired outcome of results deviation from the set values by means of quality function control after each iteration. Application of genetic algorithm method with the usage of fractional order reference models is an effective means of electromechanical systems transition processes approximation by fractional models as well as the selection of parameters of fractional controllers during their synthesis.
Authors and Affiliations
Bohdan Kopchak, Lidiya Kasha
Keywords
Related Articles
- EP ID EP425210
- DOI 10.23939/jeecs2018.02.073
- Views 106
- Downloads 0
Investigations on the Innovation Model of Exergy Effectiveness of Air Conditioning System for Operating Cleanrooms
The issue of fuel and energy saving is a top priority for energy technological systems (ETS) such as air conditioning systems (ACS). Thus, reduction of energy consumption for ACS requires optimization of these systems wh...
Gas-dynamic Analyzer of Nitrogen-hydrogen Mixture for Industrial Application
Mathematical model of gas-dynamic analyzer of nitrogen-hydrogen mixture built on bridge throttle scheme using laminar-turbulent and turbulent-laminar throttle dividers is developed in the paper. The developed analyzer ha...
Methodical Framework of the Support and Decision-making System for the Collection and Disposal of Organic Raw Materials
Topical and important issue is the national problem of introduction of biomethane production and the Ukrainian gas transportation system. This problem can be addressed through the use of information technology based on t...
Physical Modeling of Thermal Processes of the Air Solar Collector with Flow Turbulators
The analysis of existing systems of solar air heating has been carried out. The physical model of the solar air collector (SAC) with additionally installed flow turbulators, which are located in the air channel of the so...
The Estimation of Exergy Efficiency and Exergy Losses in Air Conditioning Systems of Operating Cleanrooms by a Grassmann Diagram
An important place in the up-to-date technologies related to energy transformation is occupied by the processes and equipment for which the objective value of energy perfection can be defined only on the basis of the the...