Systems Engineering and Electronics ›› 2021, Vol. 43 ›› Issue (9): 2688-2696.doi: 10.12305/j.issn.1001-506X.2021.09.40
• Reliability • Previous Articles
Yunxiang CHEN, Yi RAO*, Zhongyi CAI, Zezhou WANG
Received:
2021-12-29
Online:
2021-08-20
Published:
2021-08-26
Contact:
Yi RAO
CLC Number:
Yunxiang CHEN, Yi RAO, Zhongyi CAI, Zezhou WANG. Remaining useful lifetime prediction and economic reserve strategy of equipment components based on improved similarity[J]. Systems Engineering and Electronics, 2021, 43(9): 2688-2696.
Table 1
The whole life comprehensive performance index test data of reference key components of equipment"
部件 | 检测序数 | ||||||||
0 | 1 | 2 | … | 93 | 94 | … | 130 | … | |
1# | 0.2 | 0.189 23 | 0.201 20 | … | 0.321 69 | 0.277 06 | … | 0.521 29 | … |
2# | 0.2 | 0.174 08 | 0.165 88 | … | 0.205 01 | 0.223 03 | … | 0.475 93 | … |
⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋱ | ⋮ | ⋱ |
239# | 0.2 | 0.243 89 | 0.235 70 | … | 0.232 47 | 0.202 15 | … | 0.693 71 | … |
240# | 0.2 | 0.190 77 | 0.265 59 | … | 0.214 22 | 0.201 15 | … | 0.679 84 | … |
Table 2
Early comprehensive performance index test data of key components of equipment in service"
部件 | 检测序数 | ||||||||
0 | 1 | 2 | … | 93 | 94 | … | 104 | … | |
1# | 0.2 | 0.227 03 | 0.301 49 | … | 0.267 23 | 0.278 80 | … | 0.284 54 | … |
2# | 0.2 | 0.257 93 | 0.272 02 | … | 0.249 36 | 0.263 80 | … | 0.306 16 | … |
⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋱ | ⋮ | ⋱ |
19# | 0.2 | 0.189 81 | 0.197 84 | … | 0.361 58 | 0.374 52 | … | 0.343 55 | … |
20# | 0.2 | 0.232 72 | 0.262 74 | … | 0.371 94 | 0.349 39 | … | 0.437 57 | … |
Table 5
Results of useful lifetime prediction of key components of equipment in service"
部件寿命信息 | 部件 | |||||||||
1# | 2# | 3# | 4# | 5# | 6# | 7# | 8# | 9# | 10# | |
当前运行时间 | 1 905 | 1 770 | 1 635 | 2 070 | 2 055 | 2 190 | 1 785 | 1 680 | 1 755 | 1 800 |
全寿命 | 2 159.860 1 | 2 183.408 8 | 1 976.007 5 | 2 159.975 5 | 2 191.479 4 | 2 249.321 1 | 2 002.891 9 | 1 840.361 3 | 1 851.722 3 | 2 125.121 5 |
剩余寿命 | 254.860 1 | 413.408 8 | 341.007 5 | 89.975 5 | 136.479 4 | 59.321 1 | 217.891 9 | 160.361 3 | 96.722 3 | 325.121 5 |
部件寿命信息 | 部件 | |||||||||
11# | 12# | 13# | 14# | 15# | 16# | 17# | 18# | 19# | 20# | |
当前运行时间 | 2 040 | 1 800 | 1 830 | 1 800 | 1 665 | 1 800 | 1 665 | 1 740 | 1 965 | 1 725 |
全寿命 | 2 187.036 5 | 2 126.700 5 | 2 200.093 8 | 1 897.022 2 | 2 174.122 4 | 2 131.968 2 | 2 175.487 5 | 1 848.639 4 | 2 159.980 9 | 1 985.665 6 |
剩余寿命 | 147.036 5 | 326.700 5 | 370.093 8 | 97.022 2 | 509.122 4 | 331.968 2 | 510.487 5 | 108.639 4 | 194.980 9 | 260.665 6 |
Table 6
Relative error analysis of useful lifetime prediction"
部件 | 实际全寿命 | M1寿命预测值 | M1寿命误差 | M1相对误差 | M0类别 | M0寿命预测值 | M0寿命误差 | M0相对误差 |
X1# | 2 085 | 2 198.729 0 | 113.729 0 | 5.454 6% | 3 | 2 146.282 1 | 61.282 1 | 2.939 2% |
X2# | 2 145 | 2 217.297 5 | 72.297 5 | 3.370 5% | 3 | 2 072.578 3 | -72.421 7 | 3.376 3% |
X3# | 2 235 | 2 334.231 6 | 99.231 6 | 4.439 9% | 3 | 2 279.880 5 | 44.880 5 | 2.008 1% |
X4# | 2 175 | 2 078.030 1 | -96.969 9 | 4.458 4% | 2 | 2 171.868 8 | -3.131 2 | 0.144 0% |
X5# | 2 160 | 2 222.457 2 | 62.457 2 | 2.891 5% | 3 | 2 235.324 6 | 75.324 6 | 3.487 3% |
X6# | 2 085 | 2 177.338 5 | 92.338 5 | 4.428 7% | 1 | 1 998.018 2 | -86.981 8 | 4.171 8% |
X7# | 2 055 | 1 963.261 9 | -91.738 1 | 4.464 1% | 2 | 1 975.448 4 | -79.551 6 | 3.871 1% |
X8# | 2 190 | 2 302.372 3 | 112.372 3 | 5.131 2% | 2 | 2 275.685 9 | 85.685 9 | 3.912 6% |
X9# | 2 310 | 2 268.519 1 | -41.480 9 | 1.795 7% | 2 | 2 273.068 5 | -36.931 5 | 1.598 8% |
X10# | 2 250 | 2 145.030 0 | -104.970 0 | 4.665 3% | 3 | 2 212.546 5 | -37.453 5 | 1.664 6% |
X11# | 2 250 | 2 185.156 9 | -64.843 1 | 2.881 9% | 2 | 2 180.042 0 | -69.958 0 | 3.109 2% |
X12# | 2 280 | 2 169.120 0 | -110.880 0 | 4.863 2% | 3 | 2 233.079 4 | -46.920 6 | 2.057 9% |
X13# | 1 965 | 2 022.954 3 | 57.954 3 | 2.949 3% | 1 | 2 003.813 1 | 38.813 1 | 1.975 2% |
X14# | 2 130 | 2 114.131 9 | -15.868 1 | 0.745 0% | 3 | 2 143.087 0 | 13.087 0 | 0.614 4% |
X15# | 2 115 | 2 091.269 2 | -23.730 8 | 1.122 0% | 2 | 2 090.115 9 | -24.884 2 | 1.176 6% |
X16# | 2 235 | 2 164.676 1 | -70.323 9 | 3.146 5% | 2 | 2 169.334 9 | -65.665 1 | 2.938 0% |
X17# | 2 250 | 2 326.366 5 | 76.366 5 | 3.394 1% | 2 | 2 319.636 5 | 69.636 5 | 3.095 0% |
X18# | 2 265 | 2 184.933 7 | -80.066 3 | 3.534 9% | 2 | 2 193.945 7 | -71.054 3 | 3.137 1% |
X19# | 2 220 | 2 327.409 6 | 107.409 6 | 4.838 3% | 2 | 2 286.819 9 | 66.819 9 | 3.009 9% |
X20# | 2 175 | 2 313.083 8 | 138.083 8 | 6.348 7% | 4 | 2 233.416 3 | 58.416 28 | 2.685 8% |
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