模擬學
Simulation
| 節 | 週一 | 週五 |
|---|---|---|
7 15:30–16:20 | 模擬學 MB415（光復） | 模擬學 MB415（光復） 2 節連堂 |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
(1) 課程概述:課程將介紹如何建構電腦模擬模型,分析製造、服務等系統,在不同產品需求組合、產能供給、現場產能分配機制下,預測營運績效。結合模擬結果與統計方法,評估營運管理策略優劣。 (2) 課程目標:課程將培養學生下列四種基本能力 建構模擬模型於商用或相關軟體 開發系統模擬語言之能力 處理大量資料能力 瞭解模擬學的基本原理及相關統計分析方法
基礎課程含程式設計與統計學。若具備生產或服務管理、供應鏈相關知識者為優。
無備註
模擬軟體:FlexSim
(1) 作業+小考:40% (2) 期中考:20% (3) 學期專題:40%
Unit 1: Easily Use Simulation 單站序列機台建模與模擬 (Series Workstation, Single Machine)
(1) Review of Queuing: Single Server, M/M/1), Poisson Distribution, Exponential Distribution (2) System Modeling & Simulation (3) System Performance: Waiting Time, Work-in- process (WIP), Throughput (4) Input Design & Output Analysis (5) Experiment Comparison between Queuing and Simulation for a Single Server System
- 講授：
- 9
- 示範：
- X
Unit 2: Basic Principle of Discrete-Event Simulation 模擬基本原理(以單站序列機台為例解釋)
(1) Random Number Generation (2) Random Variable Generation (3) Event-Driven Logic for Carrying Out Simulation
- 講授：
- 12
- 實作：
- X
Unit 3: Modeling of Various Production Systems 製造/服務系統建模與模擬 (Modeling & Simulation)
(1) Single Batch Server—Modeling & Simulation (2) Flow Shop—Modeling & Simulation (3) Job Shop —Modeling & Simulation (4) Re-Entry Job Shop—Modeling & Simulation
- 講授：
- 12
Unit 4: Alternative Comparisons by Simulation 生產系統的設計與管理方案比較 (Comparison of Alternatives in the Design/Operation of Production Systems)
(1) Production System Design—Alternative Comparison (2) Production System Operation—Alternative Comparison
- 講授：
- 6
Unit 5: Effectiveness of Simulation Results 模擬結果之有效性分析
(1) Model Building: Effective & Efficiency (2) Verification & Validation of Simulation Models (3) Input Modeling (4) Output Analysis
- 講授：
- 6
Unit 6: Exam. & Project 考試與專題報告
(1) Mid-term Exam. (2) Semester Project Demo
- 講授：
- 9
| 週次 | 主題 |
|---|---|
| 第 1 週 | Class intro |
| 第 2 週 | (3/1 National holiday) Probability and Queueing Theory Basics |
| 第 3 週 | Random Number Generation |
| 第 4 週 | Test of Randomness Statistical Methods for Simulation Data Analysis |
| 第 5 週 | Discrete Event Simulation Logics FlexSim Scripts |
| 第 6 週 | Modeling Queueing Principles (4/2 National holiday) |
| 第 7 週 | (4/5 National holiday) Modeling Batch-Serial Processes |
| 第 8 週 | Modeling Transporters Modelling Network Problems (the shortest path problem, TSP, and etc.) |
| 第 9 週 | Midterm exam |
| 第 10 週 | Job Shop Systems Modeling and Analysis |
| 第 11 週 | Flexible Job Shop Systems Modeling and Analysis |
| 第 12 週 | Modeling Manufacturing Interruptions and Machine Breakdowns |
| 第 13 週 | Manufacturing Reworks Modeling and Analysis |
| 第 14 週 | Simulation Project Implementation Model Verification and Validation |
| 第 15 週 | Final Project Presentations |
| 第 16 週 | Final Project Presentations |
| 第 17 週 | Optional topics |
| 第 18 週 | Optional topics |
(1)參考書:林則孟,「系統模擬理論與應用」,2001,滄海書局 (2)參考書:Jerry Banks, John S. Carson II, Barry L Nelson, and David M. Nicol, Discrete Event System Simulation, 5th edition, Prentice Hall International Edition, 2009. (滄海代理).
- 地點
- MB513
- 時間
- T.B.D.
- 聯絡方式
- 電郵:sichen@nctu.edu.tw 電話:31454