Invention Grant
- Patent Title: Online monitoring device and system for a 3D printing device
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Application No.: US16921945Application Date: 2020-07-07
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Publication No.: US11467562B2Publication Date: 2022-10-11
- Inventor: Gang Xiong , Jiawei Liao , Zhen Shen , Xiuqin Shang , Chao Guo , Jun Yan , Can Luo , Xiao Wang , Feiyue Wang
- Applicant: INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES , CLOUD COMPUTING CENTER CHINESE ACADEMY OF SCIENCES, DongGuan, Guangdong (CN)
- Applicant Address: CN Beijing; CN Dongguan
- Assignee: INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES,CLOUD COMPUTING CENTER CHINESE ACADEMY OF SCIENCES, DongGuan, Guangdong (CN)
- Current Assignee: INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES,CLOUD COMPUTING CENTER CHINESE ACADEMY OF SCIENCES, DongGuan, Guangdong (CN)
- Current Assignee Address: CN Beijing; CN Dongguan
- Agency: Bayramoglu Law Offices LLC
- Priority: CN201910626520.6 20190711
- Main IPC: G05B19/4099
- IPC: G05B19/4099 ; G06F3/12 ; G05B23/02

Abstract:
An online monitoring device of 3D printing equipment includes a signal collection module, a signal processing module, a feature extraction module, a monitoring module and a knowledge base module. A vibration signal of a preset component of the 3D printing equipment is collected by a vibration sensor. The collected vibration signal of each preset component is converted from an analog signal to a digital signal and the spectrum characteristics are extracted. Based on the spectrum characteristics of each preset component, the operation state type of the preset component is obtained by a comparative analysis model. The knowledge base module is configured to store newly added samples and initial samples of the 3D printing equipment. The initial samples include spectrum characteristic information and corresponding fault category of known faults, and the newly added samples include spectrum characteristic information and corresponding fault category of new faults.
Public/Granted literature
- US20210011457A1 Online monitoring device and system for a 3D printing device Public/Granted day:2021-01-14
Information query
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