A Formal Modeling and Verification Framework for Service Oriented Intelligent Production Line Design
Title | A Formal Modeling and Verification Framework for Service Oriented Intelligent Production Line Design |
Publication Type | Conference Paper |
Year of Publication | 2019 |
Authors | Yuan, Haoxuan, Li, Fang, Huang, Xin |
Conference Name | 2019 IEEE/ACIS 18th International Conference on Computer and Information Science (ICIS) |
Date Published | June 2019 |
Publisher | IEEE |
ISBN Number | 978-1-7281-0801-8 |
Keywords | Adaptation models, application requirements, complex application, composability, CPS modeling, existing modeling methods, formal modeling, formal simulation verification framework, formal specification, formal verification, independent equipment network integration, Intelligent production line, large scale high-performance system, Mathematical model, Metrics, model and verification, model-based service-oriented integration approach, model-centric way, performance constraints, production engineering computing, pubcrawl, quality of service, resilience, Resiliency, service oriented, service oriented intelligent production line design, service-oriented architecture, simulations, software architecture, Task Analysis, Tools, Unified modeling language, verification method, web services |
Abstract | The intelligent production line is a complex application with a large number of independent equipment network integration. In view of the characteristics of CPS, the existing modeling methods cannot well meet the application requirements of large scale high-performance system. a formal simulation verification framework and verification method are designed for the performance constraints such as the real-time and security of the intelligent production line based on soft bus. A model-based service-oriented integration approach is employed, which adopts a model-centric way to automate the development course of the entire software life cycle. Developing experience indicate that the proposed approach based on the formal modeling and verification framework in this paper can improve the performance of the system, which is also helpful to achieve the balance of the production line and maintain the reasonable use rate of the processing equipment. |
URL | https://ieeexplore.ieee.org/document/8940189 |
DOI | 10.1109/ICIS46139.2019.8940189 |
Citation Key | yuan_formal_2019 |
- service-oriented architecture
- performance constraints
- production engineering computing
- pubcrawl
- quality of service
- resilience
- Resiliency
- service oriented
- service oriented intelligent production line design
- model-centric way
- simulations
- Software Architecture
- Task Analysis
- tools
- Unified modeling language
- verification method
- web services
- formal verification
- application requirements
- complex application
- composability
- CPS modeling
- existing modeling methods
- formal modeling
- formal simulation verification framework
- Formal Specification
- Adaptation models
- independent equipment network integration
- Intelligent production line
- large scale high-performance system
- Mathematical model
- Metrics
- model and verification
- model-based service-oriented integration approach