Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology
Aiming at the disadvantage that conventional structuring element for the mathematical morphological can’t adjust its height adaptively,the quantum theory is employed to propose compound quantum-inspired structuring element for erosion（ CQSEE）,which is used for extracting fault information in vibrati...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2017-01-01
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| Series: | Jixie chuandong |
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| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.09.038 |
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| _version_ | 1841547706071252992 |
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| author | Yang Le |
| author_facet | Yang Le |
| author_sort | Yang Le |
| collection | DOAJ |
| description | Aiming at the disadvantage that conventional structuring element for the mathematical morphological can’t adjust its height adaptively,the quantum theory is employed to propose compound quantum-inspired structuring element for erosion（ CQSEE）,which is used for extracting fault information in vibration signal from mechanical transmission system. Since CQSEE utilizes quantum theory to depict noise and fault information,it maturely considers different characteristics of noise and fault information during computational process,which realizes the goal of adjusting height of structuring element dynamically. Then CQSEE is applied to analyze the fault signal of rolling element bearing. The result reveals that CQSSE improves the morphological ability of erosion operator. |
| format | Article |
| id | doaj-art-f6643e503bac4a9d92b13c7dd2a5e93b |
| institution | Kabale University |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2017-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-f6643e503bac4a9d92b13c7dd2a5e93b2025-01-10T14:21:28ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392017-01-014118919329932489Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical MorphologyYang LeAiming at the disadvantage that conventional structuring element for the mathematical morphological can’t adjust its height adaptively,the quantum theory is employed to propose compound quantum-inspired structuring element for erosion（ CQSEE）,which is used for extracting fault information in vibration signal from mechanical transmission system. Since CQSEE utilizes quantum theory to depict noise and fault information,it maturely considers different characteristics of noise and fault information during computational process,which realizes the goal of adjusting height of structuring element dynamically. Then CQSEE is applied to analyze the fault signal of rolling element bearing. The result reveals that CQSSE improves the morphological ability of erosion operator.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.09.038Quantum theoryMathematical morphologyFault diagnosisSignal processingStructuring element |
| spellingShingle | Yang Le Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology Jixie chuandong Quantum theory Mathematical morphology Fault diagnosis Signal processing Structuring element |
| title | Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology |
| title_full | Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology |
| title_fullStr | Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology |
| title_full_unstemmed | Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology |
| title_short | Vibration Signal Processing for Transmission System based on Quantum-inspired Mathematical Morphology |
| title_sort | vibration signal processing for transmission system based on quantum inspired mathematical morphology |
| topic | Quantum theory Mathematical morphology Fault diagnosis Signal processing Structuring element |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.09.038 |
| work_keys_str_mv | AT yangle vibrationsignalprocessingfortransmissionsystembasedonquantuminspiredmathematicalmorphology |