Multi factor production cost modeling method for intelligent manufacturing

Yiping FENG; Tuchao ZHANG; Xin CHEN

doi:10.11949/0438-1157.20191492

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Multi factor production cost modeling method for intelligent manufacturing

Process system engineering | 更新时间：2020-06-24

- Multi factor production cost modeling method for intelligent manufacturing
- CIESC Journal Vol. 71, Issue 3, Pages: 1111-1121(2020)
- 作者机构：
  
  浙江大学智能系统与控制研究所，浙江杭州310027
- 作者简介：
- 基金信息：
- DOI：10.11949/0438-1157.20191492
  CLC： TP 273
- Received：08 December 2019，
  
  Revised：2019-12-16，
  
  Published：05 March 2020
- 稿件说明：
移动端阅览
冯毅萍, 章途潮, 陈歆. 面向智能制造的多要素生产成本建模方法[J]. 化工学报, 2020, 71(3): 1111-1121

FENG Yiping, ZHANG Tuchao, CHEN Xin. Multi factor production cost modeling method for intelligent manufacturing[J]. CIESC Journal, 2020, 71(3): 1111-1121
冯毅萍, 章途潮, 陈歆. 面向智能制造的多要素生产成本建模方法[J]. 化工学报, 2020, 71(3): 1111-1121 DOI： 10.11949/0438-1157.20191492.

FENG Yiping, ZHANG Tuchao, CHEN Xin. Multi factor production cost modeling method for intelligent manufacturing[J]. CIESC Journal, 2020, 71(3): 1111-1121 DOI： 10.11949/0438-1157.20191492.

摘要

在智能制造背景下，针对数字化资源的成本核算和价值流分析对于企业的智能制造投资及转型具有重要的现实意义。基于智能制造组成域参考模型架构，建立了一种适应智能制造生产模式的多要素生产成本模型。针对不同管理层级的成本核算需求，建立了不同管理层次之间成本节点的耦合关系模型，实现了多层次成本模型的统一建模和数据的一致性。可用于企业智能制造价值流分析，为智能制造成本效率的提升及投资决策提供理论依据和成本测算模型。

Abstract

In the context of intelligent manufacturing

cost accounting and value stream analysis for digital resources have important practical significance for enterprises intelligent manufacturing investment and transformation. A kind of multi factor production cost model is established based on the composition domain reference model architecture for intelligent manufacturing. According to the cost accounting requirements of different management levels

the coupling relationship model of cost nodes between different management levels is established

and the unified modeling and data consistency of multi-level cost models are realized. It can be used to value flow analysis for enterprise intelligent manufacturing

and provide theoretical basis and cost calculation model for improving the cost efficiency of intelligent manufacturing and investment decision.

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references

蒋伟 . 基于精益会计体系的企业成本管理研究 [D]. 天津 : 天津理工大学 , 2013 .

Jiang W . Research on the enterprise cost management based on lean accounting system [D]. Tianjin : Tianjin University of Technology , 2013 .

万寿义 , 王红军 . 关于制定统一成本核算制度若干问题的探讨 [J]. 财务与会计 , 2012 , ( 1 ): 38 - 40 .

Wan S Y , Wang H J . Study on several issues concerning the formulation of unified cost accounting system [J]. Finance and Accounting , 2012 , ( 1 ): 38 - 40 .

Salmi A , David P , Blanco E , et al . A review of cost estimation models for determining assembly automation level [J]. Computers & Industrial Engineering , 2016 , 98 : 246 - 259 .

Solow R M . A contribution to the theory of economic growth [J]. The Quarterly Journal of Economics , 1956 , 70 ( 1 ): 65 - 94 .

程新建 . 作业成本法在化工产品核算与管理中的应用 [J]. 财务与会计 , 2018 , （ 4 ）: 42 - 44 .

Cheng X J . Application of activity-based costing in accounting and management of chemical products [J]. Finance and Accounting , 2018 , （ 4 ）: 42 - 44 .

Almeida A , Cunha J . The implementation of an activity-based costing (ABC) system in a manufacturing company [J]. Procedia Manufacturing , 2017 , 13 : 932 - 939 .

刘力嘉 , 王秋萍 , 徐红军 . 基于作业成本法的炼化成本管控研究 [J]. 计算机与应用化学 , 2013 , 20 ( 8 ): 875 - 879 .

Liu L J , Wang Q P , Xu H J . Study on cost management and controlling in refining and chemical based on activity-based costing [J]. Computers and Applied Chemistry . 2013 , 20 ( 8 ): 875 - 879 .

Savoretti A , Mandolini M , Raffaeli R , et al . Analysis of the requirements of an early life-cycle cost estimation tool: an industrial survey [J]. Procedia Manufacturing , 2017 , 11 : 1675 - 1683 .

Bornschlegl M , Kreitlein S , Bregulla M , et al . A method for forecasting the running costs of manufacturing technologies in automotive production during the early planning phase [J]. Procedia CIRP , 2015 , 26 : 412 - 417 .

Dui H , Si S , Yam R C M . A cost-based integrated importance measure of system components for preventive maintenance [J]. Reliability Engineering & System Safety , 2017 , 168 : 98 - 104 .

Maier D , Vadastreanu A M , Keppler T , et al . Innovation as a part of an existing integrated management system [J]. Procedia Economics and Finance , 2015 , 26 : 1060 - 1067 .

H mida F , Martin P , Vernadat F . Cost estimation in mechanical production: the cost entity approach applied to integrated product engineering [J]. International Journal of Production Economics , 2006 , 103 ( 1 ): 17 - 35 .

Pehrsson L , Ng A H C , Stockton D . Industrial cost modelling and multi-objective optimization for decision support in production systems development [J]. Computers & Industrial Engineering , 2013 , 66 ( 4 ): 1036 - 1048 .

Mrugalska B , Wyrwicka M K . Towards lean production in industry 4.0 [J]. Procedia Engineering , 2017 , 182 : 466 - 473 .

Shah R , Ward P T . Defining and developing measures of lean production [J]. Journal of Operations Management , 2007 , 25 ( 4 ): 785 - 805 .

张益 , 冯毅萍 , 荣冈 . 智慧工厂的参考模型与关键技术 [J]. 计算机集成制造系统 , 2016 , 22 ( 1 ): 1 - 12 .

Zhang Y , Feng Y P , Rong G . Reference model and key technologies of smart factory [J]. Computer Integrated Manufacturing Systems , 2016 , 22 ( 1 ): 1 - 12 .

Hankel M , Rexroth B . The reference architectural model industrie 4 . 0 rami 4 . 0 ） [EB/OL]. [ 2016-10-16 ]. https://www.innovation4.cn/library/r3740 https://www.innovation4.cn/library/r3740 .

Datta P P , Roy R . Cost modelling techniques for availability type service support contracts: a literature review and empirical study [J]. CIRP Journal of Manufacturing Science and Technology , 2010 , 3 ( 2 ): 142 - 157 .

Stapleton L , Dawton M , Tejan T . Systemic control, cultural values and religious institutions an assessment of semi-automatic human values systems analysis in religious institutional diagnostics [J]. IFAC-PapersOnLine , 2017 , 50 ( 1 ): 6373 - 6378 .

郭朝晖 . 在自动化投入与劳动力成本之间寻求平衡——工业4.0之我见 [J]. 世界科学 , 2014 , ( 8 ): 18 - 19 .

Guo Z H . Seeking a balance between automation investment and labor costs—I see industry 4.0 [J]. World Science . 2014 , ( 8 ): 18 - 19 .

Yamashina H , Kubo T . Manufacturing cost deployment [J]. International Journal of Production Research , 2002 , 40 ( 16 ): 4077 - 4091 .

Windmark C , Gabrielson P , Andersson C , et al . A cost model for determining an optimal automation level in discrete batch manufacturing [J]. Procedia CIRP , 2012 , 3 : 73 - 78 .

Chan S L , Lu Y , Wang Y . Data-driven cost estimation for additive manufacturing in cyber manufacturing [J]. Journal of Manufacturing Systems , 2018 , 46 : 115 - 126 .

Sajadfar N , Ma Y . A hybrid cost estimation framework based on feature-oriented data mining approach [J]. Advanced Engineering Informatics , 2015 , 29 ( 3 ): 633 - 647 .

Kuhlang P , Hempen S , Edtmayr T , et al . Systematic and continuous improvement of value streams [J]. IFAC Proceedings Volumes , 2013 , 46 ( 9 ): 993 - 997 .

Tedeschi S , Rodrigues D , Emmanouilidis C , et al . A cost estimation approach for IoT modular architectures implementation in legacy systems [J]. Procedia Manufacturing , 2018 , 19 : 103 - 110 .

Eklin M , Arzi Y , Shtub A . Model for cost estimation in a finite-capacity stochastic environment based on shop floor optimization combined with simulation [J]. European Journal of Operational Research , 2009 , 194 ( 1 ): 294 - 306 .

Tao F , Qi Q , Wang L , et al . Digital twins and cyber-physical systems toward smart manufacturing and industry 4.0: correlation and comparison [J]. Engineering , 2019 , 5 ( 4 ): 653 - 661 .

Goguelin S , Colaco J , Dhokia V , et al . Smart manufacturability analysis for digital product development [J]. Procedia CIRP , 2017 , 60 : 56 - 61 .

Bouazza W , Hamdadou D , Sallez Y , et al . Effective dynamic selection of smart products scheduling rules in FMS [J]. Manufacturing Letters , 2019 , 20 : 45 - 48 .

Zhang H , Liang Y , Liao Q , et al . A hybrid computational approach for detailed scheduling of products in a pipeline with multiple pump stations [J]. Energy , 2017 , 119 : 612 - 628 .

Prasad D , Jayswal S C . Scheduling in reconfigurable manufacturing system for uncertainty in decision variables [J]. Materials Today: Proceedings , 2018 , 5 ( 9 ): 18451 - 18458 .

Chen Q , Deng L F , Wang H M . Optimization of multi-task job-shop scheduling based on uncertainty theory algorithm [J]. International Journal of Simulation Modelling , 2018 , 17 ( 3 ): 543 - 552 .

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