Dual-process modeling and control method for new product collaborative design based on petri net

With the increase of the complexity of new product design (NPD) and in order to adapt the competitive global market, enterprises are not only facing ensure product quality, they also facing how to shorten the design cycle as much as possible. In this context, how to improve NPD efficiency and quality is one of common aims in rapidly changing global market. This paper presents a dual-process modeling and control method for collaborative design of new products based on petri net for this reason. Firstly, the design process is divided into several design stages from the coarse-grained perspective, and the object petri net is established to make the whole design process in a collaborative environment. Secondly, the design relations among the design majors are analyzed from the perspective of fine granularity. This process transforms the complex relationships, establishes the specialty collaborative design meta model and simulates it. The work progress is quantitative analysis and feedback information is controlled based on object petri net. A design method based on factory mode is proposed to control process of design specialty collaboration, while a fuzzy comprehensive evaluation and evaluation compensation is proposed to confirm feedback information for adapting to the dynamic design process. Finally, a case is used to illustrate the method, which shows the effectiveness of the method.

[1]  Hyo-Won Suh,et al.  A timed colored Petri nets modeling for dynamic workflow in product development process , 2008, Comput. Ind..

[2]  Jiao He-ju.  Cloud Workflow Model for Collaborative Design Based on Hybrid Petri Net , 2014 .

[3]  Pierluigi Siano,et al.  Designing and testing decision support and energy management systems for smart homes , 2013, J. Ambient Intell. Humaniz. Comput..

[4]  Salvatore Venticinque,et al.  Agents based multi-criteria decision-aid , 2013, Journal of Ambient Intelligence and Humanized Computing.

[5]  Wei Sun,et al.  Information Flow Scheduling in Concurrent Multi-Product Development Based on DSM , 2017 .

[6]  Peigen Li,et al.  Interoperability of Cross-organizational Workflows based on Process-view for Collaborative Product Development , 2008, Concurr. Eng. Res. Appl..

[7]  Yoram Reich,et al.  Formalizing a Workflow-Net Implementation of Design-Structure-Matrix-Based Process Planning for New Product Development , 2011, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[8]  Frédéric Noël,et al.  Development of control mechanisms to support coherency of product model during cooperative design process , 2010, J. Intell. Manuf..

[9]  Weigang Zhao,et al.  Collaborative design implementation on the PN-PDDP model for the complex coupled rotor systems , 2017 .

[10]  Chih-Hsuan Wang,et al.  Using quality function deployment for collaborative product design and optimal selection of module mix , 2012, Comput. Ind. Eng..

[11]  Giovanna Castellano,et al.  A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders , 2013, J. Ambient Intell. Humaniz. Comput..

[12]  Jenny A. Harding,et al.  A framework for collaboration moderator services to support knowledge based collaboration , 2012, J. Intell. Manuf..

[13]  Moisés Lima Dutra,et al.  A Generic and Synchronous Ontology-based Architecture for Collaborative Design , 2010, Concurr. Eng. Res. Appl..

[14]  Alain-Jérôme Fougères,et al.  Intelligent agents for feature modelling in computer aided design , 2018, J. Comput. Des. Eng..

[15]  Lin Ma,et al.  Maintenance Chain Integration Using Petri-Net Enabled Multiagent System Modeling and Implementation Approach , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[16]  Kyoung Yun Kim,et al.  Dynamic Design Intents Capture with Formal Ontology and Perdurants Object Concept for Collaborative Product Design , 2016, 2016 International Conference on Collaboration Technologies and Systems (CTS).

[17]  Fu-Shiung Hsieh,et al.  Collaborative Composition of Production Services in Multi-agent Systems Based on Auctions , 2015, 2015 International Conference on Intelligent Networking and Collaborative Systems.

[18]  Xuedong Liang,et al.  Collaborative Product Design for Tasks Sorting Based on Shortest Delivery , 2016, Sci. Program..

[19]  Zhenhua Zhang,et al.  Research on Knowledge Demand Information Acquisition for Product Design , 2016, 2016 12th International Conference on Computational Intelligence and Security (CIS).

[20]  Fu-Shiung Hsieh,et al.  Context-aware workflow management for virtual enterprises based on coordination of agents , 2014, J. Intell. Manuf..

[21]  Hervé Pingaud,et al.  Collaborative process cartography deduction based on collaborative ontology and model transformation , 2016, Inf. Sci..

[22]  Haiyang Sun,et al.  TiCoBTx-Net: A Model to Manage Temporal Consistency of Service-Oriented Business Collaboration , 2012, IEEE Transactions on Services Computing.

[23]  Aijun Liu,et al.  Novel Two-Phase Approach for Process Optimization of Customer Collaborative Design Based on Fuzzy-QFD and DSM , 2017, IEEE Transactions on Engineering Management.

[24]  Reggie Davidrajuh,et al.  Distributed workflow based approach for eliminating redundancy in virtual enterprising , 2009, 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications.

[25]  Jae-Jun Kim,et al.  Application of Extended Collaborative Process Modeling(exCPM) for multi-disciplinary Collaboration and Coordination in Planning Phase , 2014 .

[26]  Stephen C. Y. Lu,et al.  Modeling Co-construction Processes in a Socio-Technical Framework to Support Collaborative Engineering Design , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[27]  Jianchao Zeng,et al.  Decision-making and controlling for products collaborative design implement process based on fuzzy Petri net , 2011 .

[28]  Kong Qing-hua.  Collaborative design strategy of product modularity based on multi-Agent , 2011 .

[29]  Soumaya Cherkaoui,et al.  Decision-Making Assistance in Engineering-Change Management Process , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[30]  Gülçin Büyüközkan,et al.  An integrated group decision-making approach for new product development , 2008, Int. J. Comput. Integr. Manuf..

[31]  Huachao Mao,et al.  BOM-based design knowledge representation and reasoning for collaborative product development , 2016, Journal of Systems Science and Systems Engineering.

[32]  Hong-Zhong Huang,et al.  Petri Net-based Coordination Component for Collaborative Design , 2010, Concurr. Eng. Res. Appl..

[33]  Edgar Tello-Leal,et al.  Software Agent Architecture for Managing Inter-Organizational Collaborations , 2014 .

[34]  Neha Mittal,et al.  A collaborative framework to minimise knowledge loss in new product development , 2013 .

[35]  Yibing Li,et al.  Process planning for collaborative product development with CD-DSM in optoelectronic enterprises , 2012, Adv. Eng. Informatics.

[36]  Yoram Reich,et al.  Multi-level modelling and simulation of new product development processes , 2013 .

[37]  Li Zhang,et al.  Using colored Petri nets to model and analyze workflow with separation of duty constraints , 2009 .

[38]  Dai Yi.  Collaborative Design Platform for Auto Key Parts Based on CPN , 2011 .

[39]  Zeng Jian-chao.  Process modeling in machinery products collaborative design based on mate model invoking , 2011 .

[40]  Xinhua Liu,et al.  Development of a collaborative virtual maintenance environment with agent technology , 2010 .

[41]  Gülçin Büyüközkan,et al.  An integrated fuzzy approach for information technology planning in collaborative product development , 2016 .

[42]  Jamal Bentahar,et al.  Decision making under subjective uncertainty in argumentation-based agent negotiation , 2015, J. Ambient Intell. Humaniz. Comput..