A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing

Author:

Hanchate Abhishek1,Dave Parth Sanjaybhai1,Verma Ankur2,Tiwari Akash1,Mishra Cyan Subhra3,Kumara Soundar R. T.2,Srivastava Anil4,Yang Hui2,Narayanan Vijaykrishnan3,Sampson John Morgan3,Kandemir Mahmut Taylan3,Lee Kye-Hwan4,Pugh Tanna Marie5,Jorden Amy5,Natarajan Gautam6,Sagapuram Dinakar1,Bukkapatnam Satish T. S.7

Affiliation:

1. Industrial and Systems Engineering Department, Texas A&M University, 3101 Bizzell St., College Station, TX, 77840, USA, https://orcid.org/0000-0001-8438-3325 (A.H.), https://orcid.org/0000-0002-9514-8731 (P.S.D.), https://orcid.org/0000-0003-2847-4753 (A.T.), https://orcid.org/0000-0001-9248-5380 (D.S.)

2. Department of Industrial Engineering, College of Engineering, Pennsylvania State University, 302C Patterson Hall, University Park, PA, 16801, USA, https://orcid.org/0000-0002-3693-5655 (A.V.), https://orcid.org/0000-0002-7941-8818 (S.R.T.K.), https://orcid.org/0000-0001-5997-6823 (H.Y.)

3. Department of Computer Science and Electrical Engineering, Pennsylvania State University, 207 Electrical Engineering West, University Park, PA, 16801, USA, https://orcid.org/0000-0002-5532-9757 (C.S.M.), https://orcid.org/0000-0001-6266-6068, (V.N.) https://orcid.org/0009-0008-4990-8585 (J.M.S.), https://orcid.org/0000-0002-9940-9951 (M.T.K.)

4. Department of Manufacturing and Industrial Engineering, The University of Texas Rio Grande Valley, 1201 W. University Dr., Edinburg, TX, 78539, USA, https://orcid.org/0009-0002-7453-7057 (A.S.), https://orcid.org/0000-0003-0001-0615 (K.-H.L.)

5. Pennsylvania Technical Assistance Program, Penn State College of Engineering, University Park, 1201 W University Dr., PA, 16803, USA

6. Department of Electrical Engineering and Computer Science, Syracuse University, 4-206 Center for Science and Technology, Syracuse, NY, 13244, USA, https://orcid.org/0000-0002-6408-216X (N.G.)

7. Industrial and Systems Engineering Department, Texas A&M University, 101 Bizzell St., College Station, TX, 77840, USA (Corresponding author), e-mail: satish@tamu.edu, https://orcid.org/0000-0003-3312-8222

Publisher

ASTM International

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Control and Systems Engineering

Reference41 articles.

1. Grand View Research Smart Manufacturing Market Size, Share & Trends Analysis Report by Component, by Technology (Product Lifecycle Management, 3D Printing, Enterprise Resource Planning, Discrete Control Systems), by End-Use, by Region and Segment Forecasts, 2023–2030, Report ID GVR-2-68038-028-6 (San Francisco, CA: Grand View Research, 2022), http://web.archive.org/web/20220921014532/https://www.grandviewresearch.com/industry-analysis/smart-manufacturing-market

2. Fortune Business Insights Smart Manufacturing Market Size. Share & COVID-19 Impact Analysis, by Component (Solution and Services), by Deployment (Cloud, and On-Premises), by Enterprise Size (Large Enterprises and Small & Medium Enterprises), by Industry (Discrete Industry, Process Industry), and Regional Forecast, 2022-2029, Report ID FBI103594 (Maharashtra, India: Fortune Business Insights, 2022), http://web.archive.org/web/20220921014325/https://www.fortunebusinessinsights.com/smart-manufacturing-market-103594

3. Assessing Industrial Robot Agility through International Competitions;Downs;Robotics and Computer-Integrated Manufacturing,2021

4. K. Kobe and R. Schwinn, Small Business GDP 1998–2014, SBAHQ-15-M-0146 (Washington, DC: U.S. Small Business Administration, Office of Advocacy, 2018).

5. B. Botcha, Z. Wang, S. Rajan, G. Natarajan, S. T. S. Bukkapatnam, A. Manthanwar, M. Scott, D. Schneider, and P. Korambath, “Implementing the Transformation of Discrete Part Manufacturing Systems into Smart Manufacturing Platforms” (paper presentation, ASME 2018 13th International Manufacturing Science and Engineering Conference, College Station, TX, June 18–22, 2018), MSEC2018-6726, V003T02A009; 9, https://doi.org/10.1115/MSEC2018-6726

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