Datasets and codes for "Deep Probabilistic Learning for Process Quality Evaluation with a Case Study of Gear Hobbing Process"

Citation Author(s):
Hongji
Ren
Aijun
Yin
Zongxian
Dai
Yu
Wang
Submitted by:
Hongji Ren
Last updated:
Tue, 05/17/2022 - 22:18
DOI:
10.21227/cx2s-7j24
Research Article Link:
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Abstract 

Datasets and codes for "Deep Probabilistic Learning for Process Quality Evaluation with a Case Study of Gear Hobbing Process"

Instructions: 

Datasets and codes for paper entitled "Deep Probabilistic Learning for Process Quality Evaluation with a Case Study of Gear Hobbing Process"

 

Authors: Hongji Ren, Aijun Yin, Zongxian Dai, Yu Wang

 

environment for .py codes:

conda 4.5.11

tensorflow-1.13.1

tensorflow-probability 0.6.0

If you find our work useful, please cite:

H. Ren, A. Yin, Z. Dai and Y. Wang, "Deep Probabilistic Learning for Process Quality Evaluation with a Case Study of Gear Hobbing Process," in IEEE Transactions on Industrial Informatics, doi: 10.1109/TII.2021.3091521.