Integration of Fuzzy Logic and QFD for Critical Chain in Project Scheduling with Uncertainties

Shih-Ming Yang, Yu Chuan Liu, Ting Yu Yen

研究成果: Conference contribution

摘要

This work aims at integrating fuzzy logic and quality function deployment (QFD) technique to determine the critical chain in a project with uncertainties. The degree of fuzziness of every activity in a project is defined and calculated by QFD so as to (1) evaluate the effects of project uncertainties, (2) select adaptively the fuzzy logic model, and (3) calculate the buffer time of the critical chain. The example of a project with 11 activities facing 6 uncertainties: project time limit, activity begin time, budget, manpower, technical difficulty, and facility requirement is applied to demonstrate the effectiveness of the model integrating fuzzy logic and QFD. Analysis shows that project scheduling by this proposed integration is superior to that by Project Evaluation and Review Technique (PERT) and by the conventional critical chain method. Not only the scheduling is more efficient, but also the buffer time in critical chain can be systematically determined to accommodate the uncertainties.

原文English
主出版物標題2018 International Conference on System Science and Engineering, ICSSE 2018
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781538662854
DOIs
出版狀態Published - 2018 十一月 1
事件2018 International Conference on System Science and Engineering, ICSSE 2018 - New Taipei City, Taiwan
持續時間: 2018 六月 282018 六月 30

出版系列

名字2018 International Conference on System Science and Engineering, ICSSE 2018

Other

Other2018 International Conference on System Science and Engineering, ICSSE 2018
國家Taiwan
城市New Taipei City
期間18-06-2818-06-30

    指紋

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Control and Optimization

引用此

Yang, S-M., Liu, Y. C., & Yen, T. Y. (2018). Integration of Fuzzy Logic and QFD for Critical Chain in Project Scheduling with Uncertainties. 於 2018 International Conference on System Science and Engineering, ICSSE 2018 [8520264] (2018 International Conference on System Science and Engineering, ICSSE 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICSSE.2018.8520264