設計+不確定因素
Design + Uncertainty
複雜系統+不確定因素
Complex
System + Uncertainty
動態+規劃
Dynamic + Planning
智慧載具+可靠度
Intelligent Vehicle +
Reliability
複雜系統在不確定因素下之分析與規劃
工程問題往往錯綜複雜，如汽車和飛機等，這樣的複雜系統所涵蓋的元件數目龐大，無法做整合型設計。本實驗室使用先進的多層系統設計方法，將複雜系統分解成許多次系統及元件之組合，各次系統間獨立運作，不但可達到平行處理，增加時效，次系統間也互相合作達到最終之設計目標。除了工程上的性能考量外，完善的設計還須涵蓋環保，人體工學，美學，及其他各種不同領域的考量。跨領域設計是許多研究人員面臨的課題，除了模型的建構、資訊的傳遞之外，針對不同領域的系統架構也日益複雜。
此外，各領域之間所追求目標之間的取捨，如何有效率的解決多目標最佳化問題，也是我們研究的主軸。在各式系統中，法規制定所涵蓋的社會層面最廣且系統也最複雜，加上制定結果對一般大眾的影響顯著，所以我們也將複雜系統的探討延伸到法規相關的問題上，其中包含環保法規、交通法規與能源法規不同領域各有成果。
著作|Publications
- T.-C. Hung, K.-Y. Chan, “Probability-based Power Dispatch in Wind-Integrated
Electrical Grid for Energy Storage Capacity Determination”, Proceedings of the ASME International Design
Engineering Technical Conferences & Computer and Information in Engineering Conference,
Charlotte, NC, USA, 2016.
- Y.-A. Lin,P.-A. Chen, K.-Y. Chan, “A Method for Reducing Fuel Consumption of Urban
Scooters Using Vehicle Design and Traffic Simulation”, Journal of Mechanical Engineering Science,
2016.
- P.-A. Chen and K.-Y. Chan, “A Novel Traffic Simulation with Mixed Flow for Obstacle Avoidance
Analysis and Strategy”, the 32nd
Chinese Society of Mechanical Engineers Conference, Kaohsiung, Taiwan, December 11-12,
2015
- T.-C. Hung and K.-Y. Chan, "Optimization of a Wind-Integrated Microgrid System with Equipment
Sizing and Dispatch Strategy under Resource Uncertainty", Journal of Mechanical Design, 2015
- C.-J. Chang, P.-S. Lin, and K.-Y. Chan, "The Concept of Heterogeneity in Wind Farm
Optimization", the Asia Design Engineering
Workshop, Taipei, Taiwan, November 20-22, 2014
- J. Millogo and K.-Y. Chan, "Life Cycle Assessment under Uncertainty - a review", the Asia Design Engineering Workshop, Taipei, Taiwan,
November 20-22, 2014
- C.-J. Chang and K.-Y. Chan, "Bi-objective Wind Farm
Optimization with Turbine Blade Design under Uncertainty", International Engineering
Optimization Conference, Lisbon, Portugal, 2014
- T.-C. Hung and K.-Y. Chan, "Component Size Optimization of a Wind-Integrated Microgram System
with Dispatch Strategy and Resource Uncertainty", Proceedings of the 2014 International Design Engineering
Technical Conferences, Buffalo, NY, USA, August 17-20, 2014
- S.-C. Chang and K.-Y. Chan, “Iterative Decomposition and Solution Strategy for Complex Engineering
Problems”, the 9th World Congress on
Structural and Multidisciplinary Optimization, Shizuoka, Japan, June 13-17,
2011
- Y.-T Wu and K.-Y. Chan, “Optimal Design and Impact Analysis of Urban Traffic Regulations Under
Ambient Uncertainty”, Stochastic
Environmental Research and Risk Assessment, 25(2), P.271-286, 2011
- K.-Y. Chan, "Sequential linearization in analytical target cascading for
optimization of complex multilevel systems", Proceedings of the Institution of Mechanical Engineers, Part
C: Journal of Mechanical Engineering Science, 225(2), pp.451-462, 2011
- K.-Y. Chan, S. Skerlos, and
P. Papalambros,
“A Method for Reliability-Based Optimization with Multiple Non-Normal
Stochastic Parameters : A Simplified Airshed Management Case Study”, Stochastic Environmental Research and Risk Assessment,
24(1), pp.101-116, 2010