Product evolutionary design driven by environmental performance

被引:3
作者
Zhang, Lei [1 ]
Zheng, Chenxing [1 ]
Zheng, Yu [1 ]
Huang, Haihong [1 ]
Ke, Qingdi [1 ]
机构
[1] Hefei Univ Technol, Sch Mech Engn, 193 Tun Xi Rd, Hefei 230009, Anhui, Peoples R China
来源
CONCURRENT ENGINEERING-RESEARCH AND APPLICATIONS | 2019年 / 27卷 / 01期
基金
美国国家科学基金会;
关键词
environmental performance; structure evolution; probability mapping; genetic algorithm; engine gear chamber; COMPLIANT MECHANISMS; OPTIMIZATION;
D O I
10.1177/1063293X18805200
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article is in terms of product environmental performance demand and proposes four structure evolutionary operation modes which include combined evolutionary method, decomposition evolutionary method, replacement evolutionary method, and material-changing evolutionary method to express the structure evolutionary process of products. Through the quotient space theory and proposed method combined with probability statistics, probability mapping from environmental performance to product structure is established and the evolutionary individuals with outstanding environmental performance are listed. Through the analysis to the specific conditions of the evolutionary individuals, the design constraints are extracted, and the objective function of environmental performance is established. This article presents an interactive genetic algorithm as evolutionary algorithm and combines it with four structure evolutionary operation modes to conduct corresponding gene manipulation and generates evolutionary product. Finally, the proposed methodology is successfully applied to engine gear chamber and the environmental impact is found to be better than before evolution.
引用
收藏
页码:40 / 56
页数:17
相关论文
共 21 条
  • [1] A performance-oriented power transformer design methodology using multi-objective evolutionary optimization
    Adly, Amr A.
    Abd-El-Hafiz, Salwa K.
    [J]. JOURNAL OF ADVANCED RESEARCH, 2015, 6 (03) : 417 - 423
  • [2] [Anonymous], 2006, ISO14040 - Environmental management - Life cycle assessment - Principles and framework
  • [3] [Anonymous], J SW JIAOTONG U
  • [4] [Anonymous], COMPUTER KNOWLEDGE T
  • [5] [Anonymous], RES PRODUCT EVOLUTIO
  • [6] [Anonymous], CHINESE J MECH ENG
  • [7] [Anonymous], ROUGH SETS THEORETIC
  • [8] Approaches and Challenges in Product Disassembly Planning for Sustainability
    Chang, M. M. L.
    Ong, S. K.
    Nee, A. Y. C.
    [J]. COMPLEX SYSTEMS ENGINEERING AND DEVELOPMENT, 2017, 60 : 506 - 511
  • [9] RFID-based integrated method for electromechanical products disassembly decision-making
    Chen, Shaoli
    Yi, Jianjun
    Zhu, Xiaomin
    Jiang, Hui
    Ju, Wenqiang
    [J]. INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2017, 30 (2-3) : 229 - 254
  • [10] Design Optimization of Reinforced Concrete Beams
    Chutani S.
    Singh J.
    [J]. Chutani, Sonia (soniachutani_annie@yahoo.co.in), 1600, Springer (98): : 429 - 435