Hui Wu’s scientific contributions

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Publications (1)


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A Fault Diagnosis System Based on Case Decision Technology for UAV Inspection of Power Lines
  • Article
  • Full-text available

January 2021

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25 Reads

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5 Citations

IOP Conference Series Earth and Environmental Science

Jianyang Li

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Hui Wu

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Chunhua Hu

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Chenglie Yu

Though Deep Learning CNN is mostly used in UAV power line-inspection system for the application of intelligent image recognition technology, can design image features easily and has strong adaptability to complex environments, but three problems deafly influence the actual results of application system such as insufficient image samples library, scarce labeling samples, and absent open-data source. To conquer these problems, CBR is proposed as a strategy for knowledge reasoning, which transform the similar case-space to a new situation for problem-solving, so the combination of RBR and CBR is expected to construct our flexible case- decision diagnosis system, which integrates efficient machine learning methods to give their full advantages to guarantee the good performance of the system for fault detection. The on spot experimental results indicates our system performs efficiently, assist people in decision-making and can find potential equipment faults.

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Citations (1)


... W.Y. Yi et al. [11] investigate the utilization of drones and protective shells for urban air quality monitoring. Lastly, Gómez, C., & Green, D. R. [12] explore the application of drones and protective enclosures for oil and gas pipeline inspection, while J. Li et al. [13] study power line inspection and maintenance using UAVs. ...

Reference:

Design of a Shell to Protect Sensors and Drones
A Fault Diagnosis System Based on Case Decision Technology for UAV Inspection of Power Lines

IOP Conference Series Earth and Environmental Science