面向工业设计云服务平台的多目标创意设计评价方法
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摘要
为完善云服务平台应用,改善现有多目标设计评价方法效率低的问题,提出一种面向工业设计云服务平台的多目标创意设计评价方法。结合已有的多目标评价方法和设计云服务平台的特点,对网络化协同设计过程中的设计目标重要度进行了准确量化,引入客户参与设计决策过程方式、冲突消除机制和模糊评价机制,遵循科学性与系统性相结合的原则,建立了一套层次性的多目标创意设计评价过程模型。建立了多目标创意设计的评价目标体系,进一步生成面向工业设计云服务平台的创意设计方案。构建了基于质量功能配置的方案参数优化的定量模型,若产生冲突则利用决策偏好的多目标粒子群优化算法对其进行冲突消解。以云服务平台上游艇设计的评价为例,通过与其他方法进行实例对比,验证了所提方法的可行性和有效性。
To improve the application of cloud service platform and solve the problem of low efficiency in the existing multi-objective design evaluation method,a multi-objective creative design evaluation method for industrial design cloud service platform was proposed.Based on the existing multi-objective evaluation method and cloud service platform,the importance of design objectives in the process of networked collaborative design was quantified accurately.The conflict elimination mechanism and the fuzzy evaluation mechanism were introduced in this method,and a set of multi-objective creative design evaluation process model was established.The evaluation target system of multi-objective creative design was built,and the creative design plan was further created for the industrial design cloud service platform.The three-layer quantitative model of scheme parameters optimization based on the quality function configuration was constructed.In the case of conflict,the multi-objective particle swarm optimization algorithm of decision preference was used to resolve the conflict.By taking the yacht evaluation of cloud service platform as an example,the feasibility and effectiveness of the method were verified by comparing with other methods.
To improve the application of cloud service platform and solve the problem of low efficiency in the existing multi-objective design evaluation method,a multi-objective creative design evaluation method for industrial design cloud service platform was proposed.Based on the existing multi-objective evaluation method and cloud service platform,the importance of design objectives in the process of networked collaborative design was quantified accurately.The conflict elimination mechanism and the fuzzy evaluation mechanism were introduced in this method,and a set of multi-objective creative design evaluation process model was established.The evaluation target system of multi-objective creative design was built,and the creative design plan was further created for the industrial design cloud service platform.The three-layer quantitative model of scheme parameters optimization based on the quality function configuration was constructed.In the case of conflict,the multi-objective particle swarm optimization algorithm of decision preference was used to resolve the conflict.By taking the yacht evaluation of cloud service platform as an example,the feasibility and effectiveness of the method were verified by comparing with other methods.
引文
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[19]WANG Yahui,YU Suihuai.Car styling design decision-making model based on multi-objective particle swarm optimization[J].Computer Integrated Manufacturing Systems,2017,23(4):681-688(in Chinese).[王亚辉,余隋怀.基于多目标粒子群优化算法的汽车造型设计决策模型[J].计算机集成制造系统,2017,23(4):681-688.]
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[21]QIAO Xianlin,HU Zhigang.Study on improvement design decision of sewing product base on house of quality[J].Manufacturing Automation,2011,33(6):139-142(in Chinese).[乔现玲,胡志刚.基于质量屋的缝纫机产品改良设计决策研究[J].制造业自动化,2011,33(6):139-142.]
[2]FERRER A J,HERNANDEZ F,TORDSSON J,et al.OP-TIMIS:a holistic approach to cloud service provisioning[J].Future Generation Computer Systems,2012,28(1):66-77.
[3]WANG S,LIU Z,SUN Q,et al.Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing[J].Journal of Intelligent Manufacturing,2014,25(2):283-291.
[4]YAMATO Y,SHIGEMATSU N,MIURA N.Evaluation of agile software develeopment method for carrier cloud service platform development[J].IEICE Transactions on Information and Systems,2014,97(11):2959-2962.
[5]YOON C,HASSAN M M,LEE H,et al.Dynamic collaborative cloud service platform:opportunities and challenges[J].ETRI Journal,2010,32(4):634-637.
[6]HASSAN M M,SONG B,HAN S M,et al.Multi-objective optimization model for partner selection in a market-oriented dynamic collaborative cloud service platform[C]//Proceedings of the 21st International Conference on Tools with Artificial Intelligence.Washington,D.C.,USA:IEEE,2009:637-644.
[7]LIU Jing,YU Suihuai,CHU Jianjie,et al.Research on member optimal selection of network team[J].Computer Integrated Manufacturing Systems,2017,23(3):1205-1215(in Chinese).[刘敬,余隋怀,初建杰,等.设计云服务平台下的网络团队成员优选决策研究[J].计算机集成制造系统,2017,23(3):1205-1215.]
[8]SUN Jinbo,YU Suihuai,CHEN Dengkai,et al.Method for product design knowledge flow collaboration on cloud manufacturing[J].Modern Manufacturing Engineering,2015(7):13-20(in Chinese).[孙晋博,余隋怀,陈登凯,等.基于云制造的产品设计知识流协同方法[J].现代制造工程,2015(7):13-20.]
[9]CHEN Jian,MO Rong,CHU Jianjie,et al.Modular restructuring and distribution method of collaborative task in industrial design cloud platform[J].Computer Integrated Manufacturing Systems,2017,23(9):720-730(in Chinese).[陈健,莫蓉,初建杰,等.工业设计云服务平台协同任务模块化重组与分配方法[J].计算机集成制造系统,2017,23(9):720-730.]
[10]TIWARI V,JAIN P K,TANDON P.Product design concept evaluation using rough sets and VIKOR method[J].Advanced Engineering Informatics,2016,30(1):16-25.
[11]SUZUKI S,NIJKAMP P.An evaluation of energy-environment-economic efficiency for EU,APEC and ASEAN countries:design of a target-oriented DFM model with fixed factors in data envelopment analysis[J].Energy Policy,2016,88:100-112.
[12]CHOA Jaemin,LEE Jaeho.Development of a new technology product evaluation model for assessing commercialization opportunities using Delphi method and fuzzy AHP approach[J].Expert Systems with Applications,2013,40(13):5314-5330.
[13]ESTRELLA F J,ESPINILLA M,MARTINEZ L.Fuzzy linguistic olive oil sensory evaluation model based on unbalanced linguistic scales[J].Journal of Multiple-Valued Logic&Soft Computing,2014,22(4):501-520.
[14]LI Yukun,WU Yue.Scheme evaluation of product service system based on the improved stochastic muti-objectives acceptability analysis[J].Computer Integrated Manufacturing Systems,2017,23(10):2071-2078(in Chinese).[李玉鹏,吴玥.基于改进随机多目标可接受度分析的PSS方案评价[J].计算机集成制造系统,2017,23(10):2071-2078.]
[15]QIU Huaqin,GENG Xiuli.Planning approach for productextension service based on multi-objective optimization[J].Computer Integrated Manufacturing Systems,2017,23(9):2061-2070(in Chinese).[邱华清,耿秀丽.基于多目标规划的产品延伸服务规划方法[J].计算机集成制造系统,2017,23(9):2061-2070.]
[16]KANNAN D,KHODAVERDI R,OLFAT L,et al.Integrated fuzzy multi criteria decision making method and multiobjective programming approach for supplier selection and order allocation in a green supply chain[J].Journal of Cleaner Production,2013,47:355-367.
[17]LI Jun,FU Yongling.Comprehensive assessment method using multi-disciplinary&multi-objective functions with its application to EHA systems[J].Computer Integrated Manufacturing Systems,2005,11(3):433-437(in Chinese).[李军,付永领.多学科多目标评价及其在电静液作动系统中的应用[J].计算机集成制造系统,2005,11(3):433-437.]
[18]YANG Tao,YANG Yu,XUE Chengmeng,et al.Muti-attribute decision-making evaluation method for product innovation design scheme with demand preferences of customers[J].Computer Integrated Manufacturing Systems,2015(2):417-426(in Chinese).[杨涛,杨育,薛承梦,等.考虑客户需求偏好的产品创新设计方案多属性决策评价[J].计算机集成制造系统,2015(2):417-426.]
[19]WANG Yahui,YU Suihuai.Car styling design decision-making model based on multi-objective particle swarm optimization[J].Computer Integrated Manufacturing Systems,2017,23(4):681-688(in Chinese).[王亚辉,余隋怀.基于多目标粒子群优化算法的汽车造型设计决策模型[J].计算机集成制造系统,2017,23(4):681-688.]
[20]PENG Zhanglin,ZHANG Qiang,YANG Shanlin.A review of research on comprehensive evaluation theory and method[J].Chinese Journal of Management Science,2015(S1):245-256.[彭张林,张强,杨善林.综合评价理论与方法研究综述[J].中国管理科学,2015(S1):245-256.]
[21]QIAO Xianlin,HU Zhigang.Study on improvement design decision of sewing product base on house of quality[J].Manufacturing Automation,2011,33(6):139-142(in Chinese).[乔现玲,胡志刚.基于质量屋的缝纫机产品改良设计决策研究[J].制造业自动化,2011,33(6):139-142.]