Cutting Force Similarity Calculation in Milling Process Using Siamese LSTM Structure

Author:

Kwak Juheon1,Jo Wonkeun2,Lee Soomin2,Kim Hyein3,Koo Jeongin3,Kim Dongil4

Affiliation:

1. Ewha Womans University,Division of Artificial Intelligence and Software,Seoul,South Korea

2. Chungnam National University,Computer Science and Engineering,Daejeon,South Korea

3. Manufacturing System R&BD Group, Korea Institute of Industrial Technology,Cheonan,South Korea

4. Ewha Womans University,Department of Data Science,Seoul,South Korea

Funder

Korea Institute of Industrial Technology

National Research Foundation

Publisher

IEEE

Reference11 articles.

1. Recent Techniques of Clustering of Time Series Data: A Survey

2. Using Dynamic Time Warping to Find Patterns in Time Series;berndt;AAAI Workshop on Knowledge Discovery in Databases KDD-94,1994

3. Dynamic programming algorithm optimization for spoken word recognition

4. Identification of cutting force characteristics based on chatter experiments

5. Effect of cutting parameter on surface roughness carbon steel S45C;sumardiyanto;Journal of Mechanical engineering and automation,2018

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