Back to Search
Start Over
Application of embedded soft PLC in the control system of rapier loom
- Source :
- PLoS ONE, PLoS ONE, Vol 16, Iss 9, p e0257629 (2021)
- Publication Year :
- 2021
- Publisher :
- Public Library of Science, 2021.
-
Abstract
- At present, the rapier loom has gradually become the mainstream equipment in the manufacturing industry. In order to make the rapier loom realize automated production and further improve the production efficiency of the rapier loom, improve the programmability of the system, and reduce the cost of system maintenance. The thesis developed a rapier loom control system based on embedded soft PLC, and carried out experiments and applications in the field. The contribution and innovation of this paper is to develop a complete low-cost control system, and through a genetic algorithm optimized PID algorithm to complete the more effective control of the loom tension system. The embedded soft PLC system proposed in this paper reduces the overall maintenance cost of the system and improves the programmability of the system. This text carries on the systematic scheme design to the embedded soft PLC from the hardware system and the software system respectively. First, according to the actual requirements, this article designs the overall scheme of the embedded software PLC hardware system with STM32F407ZGT6 as the core. Then this article is based on the embedded soft PLC hardware platform, according to the international standard of industrial control programming, writes the embedded soft PLC low-level driver software. Secondly, this article analyzes the factors that affect the warp tension during the operation of the rapier loom, and proposes the use of genetic algorithm to optimize the warp tension control method of the traditional PID algorithm. Finally, we conducted verification tests and on-site application debugging for the entire set of rapier loom embedded soft PLC control system. We controlled the warp tension as the main experimental object. The results show that this control system effectively improves the control accuracy of the warp tension of the rapier loom and meets the actual needs of industrial applications. The whole system has a good application prospect in the warp tension control of rapier looms.
- Subjects :
- Optimization
Computer and Information Sciences
Computer science
media_common.quotation_subject
Science
PID controller
Control Systems
Research and Analysis Methods
Systems Science
Computer Applications
Computer Architecture
Computer Software
Software
Genetic algorithm
Industrial Engineering
Computational Techniques
Industry
ComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMS
Software system
computer.programming_language
media_common
Multidisciplinary
LOOM
business.industry
Applied Mathematics
Genetic Algorithms
Simulation and Modeling
Software Engineering
Control Engineering
Computer Hardware
Embedded software
Debugging
Control system
Embedded system
Physical Sciences
Medicine
Engineering and Technology
Evolutionary Algorithms
business
Evolutionary Computation
computer
Mathematics
Algorithms
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 16
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....47cda350b8256877b10673c44d87cc1c