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      What's New

      Special Session

      Workshops

      Online Submission

      Highlights

      Important Dates

      Organization

      Program Committee

      Program Schedule

      Tutorial

      Keynote Speeches

      Accepted Papers

      Sponsors

      Registration

      Student Travel Award

      Visa to USA

      Travel Information

      Hotel

      About Washington DC

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Special Session 1:

From Data to Insight: Big Data and Analytics for Smart Manufacturing Systems

We are soliciting papers for a special session on From Data to Insight: Big Data and Analytics for Smart Manufacturing Systems .

Smart manufacturing system requires capabilities and technologies for designing and improving the overall system performance through diagnostic and prognostic assessment based on (big) data analytics . The right insight derived from big data could lead to right actions for enhancing sustainability, productivity, flexibility, and competitive advantages and enabling sustainable and agile manufacturing.

This special session invites contributions from different engineering disciplines to bring out common issues and specific challenges that address predictive modeling for Smart Manufacturing Systems. An initial set of topics includes (but is not limited to): Manufacturing Key Performance Indicators (KPIs); Methods, Technologies, and IT Infrastructure for Big Data and Data Analytics; Standards and Protocols; and Business Best Practices for Smart Manufacturing Systems.

Figure 1 depicts the concept and main topics of the special session.

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Figure 1. The concept and main topics of the special session

Organizers

Dr. Sudarsan Rachuri, Program Manager of Smart Manufacturing Systems Design and Analysis
National Institute of Standards and Technology
E-mail: sudarsan.rachuri@nist.gov
Phone: +1-301 975 4264
Fax: +1-301 258 9749

Dr. Juyeon Lee, IT Converged Process R&BD Group
Korea Institute of Industrial Technology
E-mail: ljy0613@kitech.re.kr
Phone: +82-31-8040-6163
Fax: +82-31-8040-6170

Prof. Kincho H. Law, Engineering Informatics, Civil and Environmental Engineering
Stanford University
E-mail: law@stanford.edu
Phone: +1- 650-725-3154
Fax: +1- 650-723-7514

 

Invited Speaker  Dr. Athulan Vijayaraghavan, CTO, System Insights

Title: The Internet of Manufacturing Things

The speaker’s presentation slide can be downloaded at here.  

 

Paper #1

CloudMan: A Platform for Portable Cloud Manufacturing Services”

by Soheil Qanbari, Samira Mahdi Zadeh, Soroush Vedaie, and Schahram Dustdar, TUW, Austria.

The paper presentation slide can be downloaded at here.  

 

Paper #2

“An Intelligent Machine Monitoring System Using Gaussian Process Regression for Energy Prediction”

by Raunak Bhinge, Jinkyoo Park, Nishant Biswas, Moneer Helu, David Dornfeld, Kincho Law, and Sudarsan Rachuri, Berkeley, USA

The paper presentation slide can be downloaded at here.   

 

Paper #3

“Building a Rigorous Foundation for Performance Assurance Assessment Techniques for ‘Smart’ Manufacturing Systems”

by Utpal Roy, Yunpeng Li, and Bicheng Zhu, Syracuse University, USA

The paper presentation slide can be downloaded at here.  

 

Paper #4

“Towards a Domain-Specific Framework for Predictive Analytics in Manufacturing”

by David Lechevalier, Anantha Narayanan, and Sudarsan Rachuri, NIST, USA

The paper presentation slide can be downloaded at here.  

 

Paper #5

“Uncertainty Quantification in Performance Evaluation of Manufacturing Processes”

by Saideep Nannapaneni and Sankaran Mahadevan, Vanderbilt University, USA

The paper presentation slide can be downloaded at here.  

 

Paper #7

“Toward Smart Manufacturing: Monitoring, Analysis, Planning and Execution using Decision Guidance Analytics”

by Alexander Brodsky, Mohan Krishnamoorthy, Daniel Menasce, Guodong Shao, and Sudarsan Rachuri, George Mason University, USA

The paper presentation slide can be downloaded at here.  

 

 

 

 

Last update: 16 Dec 2014