| 研究生: |
楊佳和 Yang, Chia-Ho |
|---|---|
| 論文名稱: |
民航機維修排程最佳化 Optimization of Civil Aviation Aircraft Maintenance Scheduling |
| 指導教授: |
彭兆仲
Peng, Chao-Chung |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 民航研究所 Institute of Civil Aviation |
| 論文出版年: | 2020 |
| 畢業學年度: | 108 |
| 語文別: | 中文 |
| 論文頁數: | 83 |
| 中文關鍵詞: | 作業研究 、最佳化 、排課問題 、民航機維修排程 |
| 外文關鍵詞: | Operations Research, Optimization, Class Scheduling, Aircraft Maintenance Scheduling |
| 相關次數: | 點閱:159 下載:1 |
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最佳化作業研究又稱管理科學,為將實務問題轉化為可解析的數學模式,進而提升決策品質並對有限的資源運用作最佳化配置。航機維修排程為航機維修工廠營運管理上重要的課題,其目的為將有限的維修資源做最妥善的配置,並能達到航空公司營運之預期目標。目前國內的航空公司在航機維修排程多採用人工手動排程,無法確認其排程結果是否達到維修工廠最有效率的運作。有鑑於此,本研究基於航空公司航機維修工廠之角度出發,將航機維修排程問題轉化為數學問題,並與實際排程結果進行比較。在本論文中會先介紹民航機修護組織之法規來源、民航機維修排程之概念與內容,飛機維修排程問題其中的限制包含棚廠因機型不同的使用限制、不同機型的維修時距及維修時間、航空公司機隊種類及數量等,由於航機維修排程問題規模龐大,將會先建立一個簡單航機維修排程最佳化模型,再利用Gurobi最佳化軟體求解,確認其正確性並進行修改。為驗證數學模型之可行性,另利用成大航太系之排課進行測試,基於系辦108下學期針對航太系大學部之排課出發,在11間教室、38堂課、50個時段,及特定的假設及條件下進行排課,與實際排課結果比較,確認其正確性並進行修改。同時,本研究亦考慮了今年Covid-19的因素,據此加入排課演算的限制條件,以彰顯本研究於實務結合的高度彈性。最後,本研究最後再以某國籍C航空公司之實際航機維修排程歷史資料進行驗證。
Operation research also known as management science, is to transform practical problems into mathematical models, thereby improving the quality of decision-making and using limited resources for optimal allocation. Aircraft maintenance scheduling is an important issue in the aircraft maintenance factories. Its purpose is to make the most appropriate allocation of limited maintenance resources and to achieve the expected goals of airline operations. At present, domestic airlines are scheduling aircraft maintenance problem artificially, and it is impossible to confirm whether the scheduling result reaches the most efficient operation of the maintenance factories. Based on the perspective of airline maintenance factories, this research turns aircraft maintenance scheduling problems into mathematical problems. In this paper, we will first introduce the source of regulations for aircraft maintenance organizations, the concept of aircraft maintenance scheduling, and the limitations of aircraft maintenance scheduling include the restrictions on the use of different types of hangar and the maintenance of different aircraft types Time interval and maintenance time, types and number of airline fleets, etc. Due to the large scale of aircraft maintenance scheduling problems, a simple aircraft maintenance scheduling optimization model will be established first, and then using Gurobi optimization software to confirm its correctness and modify it. In order to verify the feasibility of the mathematical model, another test was conducted using the course scheduling of the Department of Aeronautics and Astronautics of NCKU. And schedules under certain assumptions and conditions, compare with the actual schedule results, confirm their correctness and modify them. Finally, this research is verified by historical data of actual airline maintenance scheduling.
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校內:2025-08-24公開