吴扬东1;张太华2;刘丹1;王宜全1
出版日期:
2020-04-10
发布日期:
2020-05-28
基金资助:
WU Yangdong1;ZHANG Taihua2;LIU Dan1;WANG Yiquan1
Online:
2020-04-10
Published:
2020-05-28
摘要:
中图分类号:
吴扬东, 张太华, 刘丹, 王宜全. [数据驱动的产品设计]复杂产品设计方案的数据驱动多属性优化决策[J]. 中国机械工程.
WU Yangdong, ZHANG Taihua, LIU Dan, WANG Yiquan. Data-driven Multi-attribute Optimization Decision-making for Complex Product Design Schemes[J]. China Mechanical Engineering.
[1]杨楠,叶迪,林杰,等.基于数据驱动具有自我学习能力的机组组合智能决策方法研究[J].中国电机工程学报,2019,39(10):2934-2945.
YANG Nan, YE Di, LIN Jie,et al.Research on Data-driven Intelligent Security-constrained Unit Commitment Dispatching Method with Self-learning Ability[J].Proceedings of the Chinese Society for Electrical Engineering,2019,39(10):2934-2945.
[2]王发麟,廖文和,郭宇,等.复杂机电产品中线缆敷设质量评估的变精度粗糙集决策方法[J]. 中国机械工程,2015,26(15): 2062-2068.
WANG Falin, LIAO Wenhe, GUO Yu,et al. Variable Precision Rough Set Decision-making Method for Quality Assessment of Cable Harness Wiring in Complex Mechatronic Product[J].China Mechanical Engineering,2015,26(15):2062-2068.
[3]张洁,高亮,秦威,等.大数据驱动的智能车间运行分析与决策方法体系[J]. 计算机集成制造系统,2016,22(5):1020-1028.
ZHANG Jie,GAO Liang,QIN Wei,et al. Big-data-driven Operation Alanalysis and Decision-making Methodology in Intelligent Workshop[J].Computer Integrated Manufacturing Systems,2016,22(5):1020-1028.
[4]张红旗,邵晓东,胡祥涛. 基于部分可观察马尔可夫决策过程的机电装备动态可靠性评价方法[J]. 中国机械工程,2016,27(18): 2482-2487.
ZHANG Hongqi, SHAO Xiaodong,HU Xiangtao. Dynamic Reliability Assessment Method Based on POMDP for Electromechanical Equipment[J]. China Mechanical Engineering,2016,27(18):2482-2487.
[5]李艳姣, 张森, 尹怡欣.基于数据驱动的高炉料面优化决策模型研究[J]. 控制理论与应用,2018,35(3):324-334.
LI Yanjiao, ZHANG Sen, YIN Yixin. Research on Optimization Model of Blast Furnace Burden Surface Based on Data Driven[J]. Control Theory & Applications,2018,35(3):324-334.
[6]AFRIN K, NEPAL B, MONPLAISIR L. A Data-driven Framework to New Product Demand Prediction: Integrating Product Differentiation and Transfer Learning Approach[J]. Expert Systems with Applications, 2018,18: 246-257.
[7]DU Xianping, ZHU Feng. A New Data-driven Design Methodology for Mechanical Systems with Highdimensional Design Variables[J]. Advances in Engineering Software, 2018,117: 18-28.
[8]SADATI N, CHINNAM R B, NEZHAD M Z. Observational Data-driven Modeling and Optimization of Manufacturing Processes[J]. Expert Systems with Applications, 2018,93: 456-464.
[9]ALESSANDRO B. Role and Challenges of Data-driven Design in the Product Innovation Process[J].IFAC PapersOnLine, 2018, 51/11:1107-1112.
[10]RUVALD R, FRANK M, JOHANSSON C. Data Mining through Early Experience Prototyping-a step towards Data Driven Product Service System Design[J]. IFAC PapersOnLine, 2018, 51/11:1095-1100.
[11]GHOSAL S, DEY S, BHATTACHARYYA P,et al. Data-driven Design of Ternary Alloy Catalysts for Enhanced Oxide-based Gassensors’ Performance[J]. Computational Materials Science, 2019,161: 255-260.
[12]NOVARA C, FORMENTIN S, SAVARESI S M,et al. Data-driven Design of Two Degree-of-freedom Nonlinear Controllers:the D2-IBC Approach[J]. Automatica, 2016,72: 19-27.
[13]CHIU M C, LIN K Z.Utilizing Text Mining and Kansei Engineering to Support Data-driven Design Automation at Conceptual Design Stage[J]. Advanced Engineering Informatics, 2018,38: 826-839.
[14]陈宇,王娜,王晋东.利用三角模糊数的语言变量项集减项算法[J]. 清华大学学报(自然科学版),2017,57(8): 892-896.
CHEN Yu, WANG Na, WANG Jindong. An N-fold Reduction of Linguistic Variables Based on the Triangular Fuzzy Numbers[J]. Journal of Tsinghua University(Science&Technology),2017,57(8):892-896.
[15]岳超源.决策理论与方法[M].北京:科学出版社, 2018:212-213.
YU Chaoyuan.Decision Theory and Method[M]. Beijing: Science Press, 2018:212-213.
[16]谢季坚,刘承平.模糊数学方法及其应用[M]. 武汉:华中科技大学出版社,2013:128-129.
XIE Jijian, LIU Chengping.Fuzzy Mathematics Method and Its Application[M]. Wuhan: Huazhong University of Science and Technology Press, 2013:128-129. |
[1] | 郑近德, 王兴龙, 潘海洋, 童靳于, 刘庆运. 基于自适应自相关谱峭度图的滚动轴承故障诊断方法[J]. 中国机械工程, 2021, 32(07): 778-785,792. |
[2] | 吴石, 赵洪伟, 李鑫. 覆盖件模具拼接区表面微观几何形貌的反演分析[J]. 中国机械工程, 2021, 32(07): 806-804. |
[3] | 李方义, 戚小霞, 李燕乐, 王黎明, 杜际雨, 许京伟, 孟晓宁. 盾构机关键零部件再制造修复技术综述[J]. 中国机械工程, 2021, 32(07): 820-831. |
[4] | 倪恒欣, 阎春平, 陈建霖, 侯跃辉, 陈亮. 高速干切滚齿工艺参数的多目标优化与决策方法[J]. 中国机械工程, 2021, 32(07): 832-838. |
[5] | 郑华林1;项锡平1;胡腾1;米良2;刘雁3. 五轴加工中心旋转轴几何误差元素区别建模辨识技术[J]. 中国机械工程, 2021, 32(05): 547-555. |
[6] | 白小帆;侯书军;李慨;曲云霞. 轴向低频振动辅助皮质骨钻削的钻削力和温升[J]. 中国机械工程, 2021, 32(03): 321-330. |
[7] | 秦勤1,2;何流1;李程2;臧勇1. 铜铝复合板渐进成形回弹缺陷研究[J]. 中国机械工程, 2021, 32(03): 348-356. |
[8] | 高彦凯;陈东;夏慧超;武广涛. 热轧钢卷打捆中的延迟锁扣技术[J]. 中国机械工程, 2021, 32(03): 363-367. |
[9] | 林志树1,2;黄辉2. 多线往复摇摆线锯切割水晶玻璃的试验研究[J]. 中国机械工程, 2021, 32(02): 132-140. |
[10] | 丁嘉鑫;王振亚;姚立纲;蔡永武. 广义复合多尺度加权排列熵与参数优化支持向量机的滚动轴承故障诊断[J]. 中国机械工程, 2021, 32(02): 147-155. |
[11] | 杨路航1;李宝庆1;王平2,3;王健2,3;杨宇1. 基于概率输出弹性凸包的滚动轴承故障诊断方法[J]. 中国机械工程, 2021, 32(01): 40-46. |
[12] | 范思敏;肖继明;董永亨;洪贤涛;赵亭. 球头铣刀铣削球面的表面形貌建模与仿真研究[J]. 中国机械工程, 2020, 31(24): 2924-2930,2936. |
[13] | 崔仲鸣;王星;赫青山;周宝仓. 金刚石型面约束的自由磨粒挤磨修整超硬磨料砂轮方法[J]. 中国机械工程, 2020, 31(24): 2959-2965. |
[14] | 戴一帆;钟曜宇;石峰;田野. 强光光学元件加工技术发展[J]. 中国机械工程, 2020, 31(23): 2788-2797. |
[15] | 李颖俐;李新宇;高亮. 混合流水车间调度问题研究综述[J]. 中国机械工程, 2020, 31(23): 2798-2813,2828. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||