Design of air pump system using bond graph and genetic programming method
Pages 2215 - 2216
Abstract
This paper introduces a redesign method for an air pump system using bond graphs and genetic programming to maximize outflow subject to a constraint specifying maximum power consumption. The redesign process can alter the topological connections among components and can introduce additional components. The air pump system is a mixed-domain system that includes electromagnetic, mechanical and pneumatic elements. Bond graphs are domain independent, allow free composition, and are efficient for classification and analysis of models. Genetic programming is well recognized as a powerful tool for open-ended search. The combination of these two powerful methods, BG/GP, was applied for redesign of an air pump system.
References
[1]
Coelingh, E., T. de Vries, J. Amerongen, "Automated Performance Assessment of Mechatronic Motion Systems during the Conceptual Design Stage," Proc. 3rd Int'l Conf. on Adv. Mechatronics, Okayama, Japan, 1998.
[2]
Seo K., Goodman, E., Rosenberg, R. C.: First Steps toward Automated Design of Mechatronic Systems Using Bond Graphs and Genetic Programming. Proc. Genetic and Evolutionary Computation Conference, GECCO-2001, San Francisco (2001) 189
[3]
Seo K., Hu, J., Fan, Z., Goodman E. D., Rosenberg R. C.: Automated Design Approaches for Multi-Domain Dynamic Systems Using Bond Graphs and Genetic Programming. Int. Jour. of Computers, Systems and Signals, 3(1). (2002) 55--70
[4]
Fan Z., Seo, K., Rosenberg R. C., Hu J., Goodman E. D.: Exploring Multiple Design Topologies using Genetic Programming and Bond Graphs. Proceedings of the Genetic and Evolutionary Computation Conference, GECCO-2002, New York (2002) 1073--1080.
[5]
Tay E., Flowers W. and Barrus J., "Automated Generation and Analysis of Dynamic System Designs," Research in Engineering Design, vol 10, 1998, 15--29.
[6]
Karnopp, D. C., Rosenberg R. C., Margolis, D. L., System Dynamics, A Unified Approach, 3nd ed., John Wiley & Sons (2000)
[7]
Sharpe, J. E., Bracewell R. H. " The Use of Bond Graph Reasoning for the Design of Interdisciplinary Schemes," 1995 International Conference on Bond Graph Modeling and Simulation, 1995, 116--121
Index Terms
- Design of air pump system using bond graph and genetic programming method
Recommendations
Air source heat pump system for drying application
ICOSSSE'10: Proceedings of the 9th WSEAS international conference on System science and simulation in engineeringThis paper investigates the performance of an air source heat pump for drying purpose. In order to evaluate the performance analysis; a simulation study has been done. The results of simulation of heat pump dryer for different evaporator temperatures ...
Research of the CO2 Heat Pump System for Automotive Air Conditioning
ICEET '09: Proceedings of the 2009 International Conference on Energy and Environment Technology - Volume 01The CO2 heat pump system used in automotive air conditioning is analyzed theoretically in this article. The result shows that the temperature of the low–temperature side has a greater influence on the heating performance of the system than the ...
Development of and experimentation on deformable three-dimensional figures by the use of polystyrene beads, a pressure sensor, and an air pump
SMI '12: Proceedings of the 1st workshop on Smart Material Interfaces: A Material Step to the FutureIn this paper, we describe the design and development of shapeable figures filled with polystyrene beads. We discovered we could create solid objects by the extraction of air from a container filled with small polystyrene beads. These objects were easy ...
Comments
Information & Contributors
Information
Published In
June 2005
2272 pages
Copyright © 2005 ACM.
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 25 June 2005
Check for updates
Author Tags
Qualifiers
- Article
Conference
Acceptance Rates
Overall Acceptance Rate 1,669 of 4,410 submissions, 38%
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 451Total Downloads
- Downloads (Last 12 months)4
- Downloads (Last 6 weeks)0
Reflects downloads up to 05 Mar 2025
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in