教學大綱與進度

課程基本資料：

學年期	課號	課程名稱	階段	學分	時數	修	教師	班級	人	撤	備註
111-2	313865	工程最佳化與應用	1	3.0	3	★	黃秀英	車輛所 能源所 能源與車輛外生專班 機電博所 機電外國學生專班	25	0	日職車輛、能源、機電博外生、能源與車輛外生合,配合U

教學大綱與進度：

教師姓名	黃秀英　教師諮商時間(Office Hours)
Email	hhwang@ntut.edu.tw
最後更新時間	2023-07-19 17:00:03
課程大綱	The course focuses on the fundamental theory and concept of "Engineering Optimization Methods", "Linear Programming", "Nonlinear Programming", "Multi-objective Function Optimization", "Modern Mathematical Planning Methods", and "Cross-Attribute System Optimization." Hands-on practices using optimization software, and term projects are some key elements. Students will report out their own term project at the end of the semester. In this semester, University Social Responsibility (USR) concept is brought into the class. Encourage student to participate the USR project. Guide students to apply the optimization method in the thinking and planning process. Through the study, students can have better understanding about the optimization principle and apply it to the daily activities. It is expected that students can apply what have learned in the classes to their own daily activities, vehicle design, and research applications; and combine USR project into the term projects. (Taught in English)
課程進度 (1-16週)	a. Week b. Topic 1 Syllabus and Introduction to Design (Ch1) -- A general overview of the course. The USR program is introduced into the class. Off-campus visits to county-side schools will be arranged. Students are encouraged to participate in the USR project. Guide students to apply optimal methods in the planning and design of the USR program. 2 Optimum Design Problem Formulation (Ch2) 3 Optimum Design Problem Formulation (Ch2) -- Arrange USR model car for 3D printing utilizing lightweight optimization design approach for the coming Friday USR activities. 4 Graphical Optimization (Ch3) -- Introduce the concept and application of lightweight design. With limited materials, using USR project’s target vehicle as an example (for the USR preparation), we optimize/reduce vehicle materials. 5 Optimum Design Concepts (Ch4) -- introducing the design concept for electric vehicles. Using the commercial codes for optimization design analysis to improve the strength of the body structure of the USR project’s target vehicle. 6 Optimum Design Concepts: Global & Lagrange Multipliers (Ch4) 7 Optimum Design Concepts: KKT (Ch5) 8 Linear Programming: Initial Basic Feasible Solution (Ch6) -- Lightweight USR vehicle is arranged on the coming Friday activities. 9 Linear Programming (Ch6) Midterm Exam. Define project. Report outline due next week. 10 Linear Programming: Duality (Ch7); Numerical Methods for Unconstrained Design (Ch8) 11 Numerical Methods for Unconstrained Design (Ch 8&9) 12 Numerical Methods for Unconstrained Design (Ch9) -- Arrange field trip to introduce USR program and electric vehicles to promote off-campus teaching 13 Numerical Methods for Constrained Design (Ch10) -- Invite industry experts to share, introduce the design of electric vehicles, and how to use the USR vehicle as an example to conduct various optimization design and analyses. 14 Numerical Methods for Constrained Design (Ch 10&11) 15 Numerical Methods for Constrained Design (Ch11) 16 Practical Design Optimization (Others) 17 Project Presentation -- Groups participating in the USR project report their optimal design for different systems, and/or sub-systems. 18 Class Review & Final Exam -- After the final exam of the semester, 2 field trips for USR program are arranged to promote the application of electric vehicles.
評量方式與標準	1. Midterm Exam：20 % 2. Final Exam: 26% 3. Homework：24 % 4. Project written report (12%),Project oral presentation (12%) 5. In-class discussion, participation & attendance (6%) 6. Homework is due a week away from the day assigned. 2 points would be subtracted per each single day delay, Delaying for 2 days or more would get no point. 7. Report is due the day of the oral presentation. 3 points would be subtracted per each single day delay. Delaying for 4 days or more would get no point. 8. Copy and cheating are not allowed. If found copy and cheating, 0 point for the events.
使用教材、參考書目或其他	【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Class Title: Engineering Optimization Methods and Applications Class Schedule： 6:30-9:20 PM, Monday (Please base on the course schedule posed on Academic Affairs Office web.) Classroom: 610 , Integral Complex Building (Please base on the course schedule posed on Academic Affairs Office web.) Textbook： Introduction to Optimum Design by Jasbir S. Arora; Publisher: Elsevier Academic Press Reference： Numerical Optimization Techniques for Engineering Design by Gary Vanderplassts; Publisher: McGraw-Hill It’s illegal to make copies of textbook or reference books. Methodology & Activities： 1. Textbook lead 2. In-Class Discussion 3. Demonstration 4. Homework/Project Discussion 5. Practical Examples Discussion 6. Computer Aided Teaching Exercise Others: Instructor: Hsiu-Ying Hwang Office Hour: 8:00-12:00, 1:00-3:00, Tuesday (reference only). Please e-mail or call to make an appointment prior the meeting. Email: hhwang@mail.ntut.edu.tw Office Room 526-12, 5th Floor, Complex Building, TEL: (02) 27712171 ext 3618
課程諮詢管道	Office Hours: 09:00-16:00 Tuesday (reference only). Please email me first. Email: hhwang@mail.ntut.edu.tw Office: Room 526-12, 5th Floor, Complex Building TEL: (02) 27712171 ext. 3618
延伸教學與資源
課程對應SDGs指標
課程是否導入AI
備註	By default, we will have in-classroom course. The classes will be adjusted according to the COVID19 condition. If needed, the classes will run online remotely. The link for GoogleMeet: https://meet.google.com/hbe-npat-gpu This course introduces USR program which is linked with SDG 11 and 4. SDGs: 11.Make cities and human settlements inclusive, safe, resilient and sustainable； 4.Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.