第七章 結果與未來展望
7.2 未來展望
本論文提出的系統架構由第六章的實驗證實確有其辨識能力，但實驗用 的訊號仍是實驗室中準確控制變因所得到的實驗資料，而且前端監控系統也 只使用模擬的訊號驗證，為了將此技術應用於工具機中，指導教授與我目前 正積極的與工具機廠商接洽，嘗試建立長期的合作，未來希望有機會將將此 項監控與辨識技術應用於工具機的品管與預知保養中，提升台灣工具機的附 加價值，為台灣的工具機產業做出貢獻。
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附錄 A-實驗資料
圖 A 1 正常情況、轉速 1730rpm 之振動訊號
圖 A 2 正常情況、轉速 1750rpm 之振動訊號
圖 A 3 正常情況、轉速 1772rpm 之振動訊號
圖 A 4 正常情況、轉速 1797rpm 之振動訊號
圖 A 5 滾珠損壞、轉速 1730rpm、損壞直徑 7 mil 之振動訊號
圖 A 6 滾珠損壞、轉速 1750rpm、損壞直徑 7 mil 之振動訊號
圖 A 7 滾珠損壞、轉速 1772rpm、損壞直徑 7 mil 之振動訊號
圖 A 8 滾珠損壞、轉速 1730rpm、損壞直徑 14 mil 之振動訊號
圖 A 9 滾珠損壞、轉速 1750rpm、損壞直徑 14 mil 之振動訊號
圖 A 10 滾珠損壞、轉速 1772rpm、損壞直徑 14 mil 之振動訊號
圖 A 11 滾珠損壞、轉速 1797rpm、損壞直徑 14 mil 之振動訊號
圖 A 12 滾珠損壞、轉速 1730rpm、損壞直徑 21 mil 之振動訊號
圖 A 13 滾珠損壞、轉速 1750rpm、損壞直徑 21 mil 之振動訊號
圖 A 14 滾珠損壞、轉速 1772rpm、損壞直徑 21 mil 之振動訊號
圖 A 15 滾珠損壞、轉速 1797rpm、損壞直徑 21 mil 之振動訊號
圖 A 16 內環損壞、轉速 1730rpm、損壞直徑 7 mil 之振動訊號
圖 A 17 內環損壞、轉速 1750rpm、損壞直徑 7 mil 之振動訊號
圖 A 18 內環損壞、轉速 1772rpm、損壞直徑 7 mil 之振動訊號
圖 A 19 內環損壞、轉速 1730rpm、損壞直徑 14 mil 之振動訊號
圖 A 20 內環損壞、轉速 1750rpm、損壞直徑 14 mil 之振動訊號
圖 A 21 內環損壞、轉速 1772rpm、損壞直徑 14 mil 之振動訊號
圖 A 22 內環損壞、轉速 1797rpm、損壞直徑 14 mil 之振動訊號
圖 A 23 內環損壞、轉速 1730rpm、損壞直徑 21mil 之振動訊號
圖 A 24 內環損壞、轉速 1750rpm、損壞直徑 21mil 之振動訊號
圖 A 25 內環損壞、轉速 1772rpm、損壞直徑 21 mil 之振動訊號
圖 A 26 內環損壞、轉速 1797rpm、損壞直徑 21 mil 之振動訊號
圖 A 27 外環損壞於 3 點鐘方向、轉速 1730rpm、損壞直徑 7 mil 之振動訊號
圖 A 28 外環損壞於 3 點鐘方向、轉速 1750rpm、損壞直徑 7 mil 之振動訊號
圖 A 29 外環損壞於 3 點鐘方向、轉速 1772rpm、損壞直徑 7 mil 之振動訊號
圖 A 30 外環損壞於 3 點鐘方向、轉速 1730rpm、損壞直徑 21 mil 振動訊號
圖 A 31 外環損壞於 3 點鐘方向、轉速 1750rpm、損壞直徑 21 mil 振動訊號
圖 A 32 外環損壞於 3 點鐘方向、轉速 1772rpm、損壞直徑 21 mil 振動訊號
圖 A 33 外環損壞於 3 點鐘方向、轉速 1797rpm、損壞直徑 21 mil 振動訊號
圖 A 34 外環損壞於 6 點鐘方向、轉速 1730rpm、損壞直徑 7 mil 之振動訊號
圖 A 35 外環損壞於 6 點鐘方向、轉速 1750rpm、損壞直徑 7 mil 之振動訊號
圖 A 36 外環損壞於 6 點鐘方向、轉速 1772rpm、損壞直徑 7 mil 之振動訊號
圖 A 37外環損壞於 6 點鐘方向、轉速 1730rpm、損壞直徑 14 mil 之振動訊號
圖 A 38外環損壞於 6 點鐘方向、轉速 1750rpm、損壞直徑 14 mil 之振動訊號
圖 A 39外環損壞於 6 點鐘方向、轉速 1772rpm、損壞直徑 14 mil 之振動訊號
圖 A 40外環損壞於 6 點鐘方向、轉速 1797rpm、損壞直徑 14 mil 之振動訊號
圖 A 41 外環損壞於 6 點鐘方向、轉速 1730rpm、損壞直徑 21 mil 振動訊號
圖 A 42 外環損壞於 6 點鐘方向、轉速 1750rpm、損壞直徑 21 mil 振動訊號
圖 A 43 外環損壞於 6 點鐘方向、轉速 1772rpm、損壞直徑 21 mil 振動訊號
圖 A 44 外環損壞於 6 點鐘方向、轉速 1797rpm、損壞直徑 21 mil 振動訊號
圖 A 45外環損壞於 12 點鐘方向、轉速 1730rpm、損壞直徑 7 mil 之振動訊號
圖 A 46外環損壞於 12 點鐘方向、轉速 1750rpm、損壞直徑 7 mil 之振動訊號
圖 A 47外環損壞於 12 點鐘方向、轉速 1772rpm、損壞直徑 7 mil 之振動訊號
圖 A 48 外環損壞於 12 點鐘方向、轉速 1730rpm、損壞直徑 21 mil 振動訊號
圖 A 49 外環損壞於 12 點鐘方向、轉速 1750rpm、損壞直徑 21 mil 振動訊號
圖 A 50 外環損壞於 12 點鐘方向、轉速 1772rpm、損壞直徑 21 mil 振動訊號
圖 A 51 外環損壞於 12 點鐘方向、轉速 1797rpm、損壞直徑 21 mil 振動訊號
附錄 B-實驗分類明細
表 B 1 情況 1 分類明細
類別名稱 錯誤種類明細
Normal N_1730 Ball fault B_1730_7 Inner race fault I_1730_7 Outer race fault(3) O3_1730_7 Outer race fault(6) O6_1730_7 Outer race fault(12) O12_1730_7 表 B 2 情況 2 分類明細
類別名稱 錯誤種類明細
Normal N_1750 Ball fault B_1750_7 Inner race fault I_1750_7 Outer race fault(3) O3_1750_7 Outer race fault(6) O6_1750_7 Outer race fault(12) O12_1750_7 表 B 3 情況 3 分類明細
類別名稱 錯誤種類明細
Normal N_1772 Ball fault B_1772_7 Inner race fault I_1772_7 Outer race fault(3) O3_1772_7 Outer race fault(6) O6_1772_7 Outer race fault(12) O12_1772_7 表 B 4 情況 4 分類明細
類別名稱 錯誤種類明細
Normal N_1730 Ball fault B_1730_14 Inner race fault I_1730_14 Outer race fault(6) O6_1730_14
表 B 5 情況 5 分類明細
類別名稱 錯誤種類明細
Normal N_1750 Ball fault B_1750_14 Inner race fault I_1750_14 Outer race fault(6) O6_1750_14 表 B 6 情況 6 分類明細
類別名稱 錯誤種類明細
Normal N_1772 Ball fault B_1772_14 Inner race fault I_1772_14 Outer race fault(6) O6_1772_14
表 B 7 情況 7 分類明細
類別名稱 錯誤種類明細
Normal N_1797 Ball fault B_1797_14 Inner race fault I_1797_14 Outer race fault(6) O6_1797_14
表 B 8 情況 8 分類明細
類別名稱 錯誤種類明細
Normal N_1730 Ball fault B_1730_21 Inner race fault I_1730_21 Outer race fault(3) O3_1730_21 Outer race fault(6) O6_1730_21 Outer race fault(12) O12_1730_21
表 B 9 情況 9 分類明細
類別名稱 錯誤種類明細
Normal N_1750 Ball fault B_1750_21 Inner race fault I_1750_21 Outer race fault(3) O3_1750_21 Outer race fault(6) O6_1750_21 Outer race fault(12) O12_1750_21 表 B 10 情況 10 分類明細
類別名稱 錯誤種類明細
Normal N_1772 Ball fault B_1772_21 Inner race fault I_1772_21 Outer race fault(3) O3_1772_21 Outer race fault(6) O6_1772_21 Outer race fault(12) O12_1772_21 表 B 11 情況 11 分類明細
類別名稱 錯誤種類明細
Normal N_1797 Ball fault B_1797_21 Inner race fault I_1797_21 Outer race fault(3) O3_1797_21 Outer race fault(6) O6_1797_21 Outer race fault(12) O12_1797_21 表 B 12 情況 12 分類明細
類別名稱 錯誤種類明細
Normal N_1730
Ball fault B_1730_7、B_1730_14、B_1730_21 Inner race fault I_1730_7、I_1730_14、I_1730_21 Outer race fault(3) O3_1730_7、O3_1730_21
Outer race fault(6) O6_1730_7、O6_1730_14、O6_1730_21 Outer race fault(12) O12_1730_7、O12_1730_21
表 B 13 情況 13 分類明細
類別名稱 錯誤種類明細
Normal N_1750
Ball fault B_1750_7、B_1750_14、B_1750_21 Inner race fault I_1750_7、I_1750_14、I_1750_21 Outer race fault(3) O3_1750_7、O3_1750_21
Outer race fault(6) O6_1750_7、O6_1750_14、O6_1750_21 Outer race fault(12) O12_1750_7、O12_1750_21
表 B 14 情況 14 分類明細
類別名稱 錯誤種類明細
Normal N_1772
Ball fault B_1772_7、B_1772_14、B_1772_21 Inner race fault I_1772_7、I_1772_14、I_1772_21 Outer race fault(3) O3_1772_7、O3_1772_21
Outer race fault(6) O6_1772_7、O6_1772_14、O6_1772_21 Outer race fault(12) O12_1772_7、O12_1772_21
表 B 15 情況 15 分類明細
類別名稱 錯誤種類明細
Normal N_1797
Ball fault B_1797_14、B_1797_21 Inner race fault I_1797_14、I_1797_21 Outer race fault(3) O3_1797_21
Outer race fault(6) O6_1797_14、O6_1797_21 Outer race fault(12) O12_1797_21
表 B 16 情況 16 分類明細
類別名稱 錯誤種類明細
Normal N_1730、N_1750、N_1772、N_1797 Ball fault B_1730_7、B_1750_7、B_1772_7 Inner race fault I_1730_7、I_1750_7、I_1772_7
Outer race fault(3) O3_1730_7、O3_1750_7、O3_1772_7 Outer race fault(6) O6_1730_7、O6_1750_7、O6_1772_7 Outer race fault(12) O12_1730_7、O12_1750_7、O12_1772_7
表 B 17 情況 17 分類明細
類別名稱 錯誤種類明細
Normal N_1730、N_1750、N_1772、N_1797
Ball fault B_1730_14、B_1750_14、B_1772_14、B_1797_14 Inner race fault I_1730_14、I_1750_14、I_1772_14、I_1797_14
Outer race fault(6) O6_1730_14、O6_1750_14、O6_1772_14、O6_1797_14
表 B 18 情況 18 分類明細
類別名稱 錯誤種類明細
Normal N_1730、N_1750、N_1772、N_1797
Ball fault B_1730_21、B_1750_21、B_1772_21、B_1797_21 Inner race fault I_1730_21、I_1750_21、I_1772_21、I_1797_21
Outer race fault(3) O3_1730_21、O3_1750_21、O3_1772_21、O3_1797_21 Outer race fault(6) O6_1730_21、O6_1750_21、O6_1772_21、O6_1797_21 Outer race fault(12) O12_1730_21、O12_1750_21、O12_1772_21、O12_1797_21
表 B 19 情況 19 分類明細
類別名稱 錯誤種類明細
Normal N_1730、N_1750、N_1772、N_1797 Ball fault B_1730_7、B_1750_7、B_1772_7
B_1730_14、B_1750_14、B_1772_14、B_1797_14 B_1730_21、B_1750_21、B_1772_21、B_1797_21 Inner race fault I_1730_7、I_1750_7、I_1772_7
I_1730_14、I_1750_14、I_1772_14、I_1797_14 I_1730_21、I_1750_21、I_1772_21、I_1797_21 Outer race fault(3) O3_1730_7、O3_1750_7、O3_1772_7
O3_1730_21、O3_1750_21、O3_1772_21、O3_1797_21 Outer race fault(6) O6_1730_7、O6_1750_7、O6_1772_7
O6_1730_14、O6_1750_14、O6_1772_14、O6_1797_14 O6_1730_21、O6_1750_21、O6_1772_21、O6_1797_21 Outer race fault(12) O12_1730_7、O12_1750_7、O12_1772_7
O12_1730_21、O12_1750_21、O12_1772_21、O12_1797_21