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Journal of Control Science and Engineering
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Journal of Control Science and Engineering
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2014
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Article
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Tab 2
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Research Article
Research on Application of Regression Least Squares Support Vector Machine on Performance Prediction of Hydraulic Excavator
Table 2
Output power prediction results of the hydraulic excavator based on different prediction model.
Time/s
Measured output power/kW
Prediction output power/kW
LS-SVM
Traditional SVM
BP neutral network
5
46
49
53
57
10
64
66
69
73
15
63
65
70
74
20
49
52
58
61
25
36
38
41
45
30
38
40
45
52
35
35
38
43
49