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Power protection devices achieve a rapid removal of the grid accident, but the numerous applications of the devices had brought data disaster for the fault diagnosis information system. It costs a great deal of efforts to ensure that the information uploaded by the protection devices correspond to the function of the devices. This pa per presents an unsupervised learning algorithm for the classification...
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