製造系統分析與管理
Analytics for Manufacturing Systems
| 節 | 週五 |
|---|---|
2 09:00–09:50 | 製造系統分析與管理 MB506（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
The aim of this course is to equip students with a deep understanding of the analytical methods and practical challenges involved in designing and managing modern production systems. It covers important topics related to manufacturing system operations, such as demand forecasting, inventory control, material resource planning (MRP), and production planning.
Basic Probability, Operations Research
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• In Class Participation 5% • Homework 30% • Midterm exam: 35% • Final exam: 35%
Factory Dynamics
1. Basic Factory Dynamics 2. Variability Basics 3. Corrupting Influence of Variability 4. Push and Pull System
- 講授：
- 15
Demand Forecasting
1. Role of Forecasting in Production Systems 2. Forecasting Methods 3. Forecasting Errors 4. Forecasting Software
- 講授：
- 3
Inventory models
1. EOQ and its variants 2. Dynamic Lot Sizing 3. Reorder Point Models
- 講授：
- 9
Push and Pull Systems
1. MRP systems 2. Push & Pull Systems
- 講授：
- 12
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Manufacturing Systems 2025-02-21(五) 時數：[2025-02-21]田凱文(0.00) |
| 第 2 週 | Peace Memorial Day (Video: Introduction to Manufacturing Systems) 2025-02-28(五) |
| 第 3 週 | Basic Factory Dynamics 2025-03-07(五) |
| 第 4 週 | Variability Basics 2025-03-14(五) |
| 第 5 週 | Corrupting Influence of Variability 2025-03-21(五) |
| 第 6 週 | Demand Forecasting 2025-03-28(五) |
| 第 7 週 | Ching Ming Festival (Video: Inventory Control and Modelling) 2025-04-04(五) |
| 第 8 週 | Midterm Exam 2025-04-11(五) |
| 第 9 週 | Statistical Reorder Point Models: Newsvendor and Base Stock Model 2025-04-18(五) |
| 第 10 週 | Statistical Reorder Point Models: (Q,r) Model 2025-04-25(五) |
| 第 11 週 | MRP 2025-05-02(五) |
| 第 12 週 | MRP 2025-05-09(五) |
| 第 13 週 | Push and Pull Production System 2025-05-16(五) |
| 第 14 週 | Push and Pull Production System 2025-05-23(五) |
| 第 15 週 | Dragon Boat Festival (Recitation & Review) 2025-05-30(五) |
| 第 16 週 | Final Exam 2025-06-06(五) |
Hopp, W. J., & Spearman, M. L. (2011). Factory physics. Waveland Press. Ravindran, A. Ravi, Donald P. Warsing Jr, and Paul M. Griffin. Supply chain engineering: Models and applications. CRC Press, 2023. (Optional)
- 地點
- MB512
- 時間
- By appointment
- 聯絡方式
- kaiwen.tien@nycu.edu.tw