研究领域

• 面向节能减排和以人为本的可持续制造与调度优化

  面向设备健康管理的数据分析挖掘

  企业生产系统多业务协同决策优化

  应用领域

  航空、钢铁、半导体制造，高速列车运维等

  
  

论文成果

• Novel Multi-Criteria Sustainable Evaluation for Production Scheduling Based on Fuzzy Analytic Network Process and Cumulative Prospect Theory-Enhanced VIKOR.445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA:IEEE ROBOTICS AND AUTOMATION LETTERS,2022,7(4):9969-9976.
• 王俊凯.Novel Energy- and Maintenance-Aware Collaborative Scheduling for A Hybrid Flow Shop Based on Dual Memetic Algorithms.445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA:IEEE ROBOTICS AND AUTOMATION LETTERS,2020,5(4):5613-5620.
• 王俊凯.Batch scheduling for minimal energy consumption and tardiness under uncertainties: A heat treatment application.PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS:CIRP ANNALS-MANUFACTURING TECHNOLOGY,2016,65(1):17-20.
• 王俊凯.Equipment Health Assessment Based on Improved Incremental Support Vector Data Description.445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA:IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2021,51(5):3205-3216.
• 王俊凯.A Data-Driven Model for Energy Consumption in the Sintering Process.TWO PARK AVE, NEW YORK, NY 10016-5990 USA:JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME,2016,138(10):

专利

• 乔非,马玉敏,王俊凯,卢凯璐,李国臣, 一种基于集成模型的烧结能耗预测方法, 201510225409.8
• 王俊凯,马玉敏,乔非,翟晓东,卢弘,刘鹃(中国), 基于ISAA算法的烧结配料优化控制方法及控制装置, 201911014041.5
• 马玉敏,黎声益,陆晓玉,乔非,王俊凯, 一种面向智能车间的自适应调度方法, 201911403830.8
• 乔非,杜航明,王俊凯, 考虑疲劳度的柔性流水车间调度控制方法、介质及设备, 202110516138.7
• 乔非,邢俊霞,王俊凯,杜航明,马玉敏, 一种混合流水车间生产设备调度控制方法, 202010575648.7

著作成果

• 高能效制造调度协同优化技术.[专著].同济大学出版社,2023

科研项目

• 暂无内容