2023
Collaborative knowledge management to identify data analytics opportunities in additive manufacturing.
J. Intell. Manuf., February, 2023
2021
Online monitoring and control of a cyber-physical manufacturing process under uncertainty.
J. Intell. Manuf., 2021
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net.
CoRR, 2021
2020
Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing.
Reliab. Eng. Syst. Saf., 2020
Enriching analytics models with domain knowledge for smart manufacturing data analysis.
Int. J. Prod. Res., 2020
2019
Simulating a virtual machining model in an agent-based model for advanced analytics.
J. Intell. Manuf., 2019
A survey on knowledge transfer for manufacturing data analytics.
Comput. Ind., 2019
Infrastructure for Model Based Analytics for Manufacturing.
Proceedings of the 2019 Winter Simulation Conference, 2019
An Assistive Learning Workflow on Annotating Images for Object Detection.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive Manufacturing.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning.
CoRR, 2018
Comparison of Data Analytics Approaches using simulation.
Proceedings of the 2018 Winter Simulation Conference, 2018
2017
Estimation of online tool wear in turning processes using recurrence quantification analysis (RQA).
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
A data-driven approach for improving sustainability assessment in advanced manufacturing.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Automatic localization of casting defects with convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Model-Based Engineering for the Integration of Manufacturing Systems with Advanced Analytics.
Proceedings of the Product Lifecycle Management for Digital Transformation of Industries, 2016
Evaluation of a PMML-based GPR scoring engine on a cloud platform and microcomputer board for smart manufacturing.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Simulation-based design concept evaluation for ambulance patient compartments.
Simul., 2015
Toward development of a testbed for sustainable manufacturing.
Concurr. Eng. Res. Appl., 2015
A "smart component" data model in PLM.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
A neural network meta-model and its application for manufacturing.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
2013
Requirements Analysis for Safer Ambulance Patient Compartments.
Proceedings of the Conference on Systems Engineering Research, 2013
2012
A framework for interoperable sustainable manufacturing process analysis applications development.
Proceedings of the Winter Simulation Conference, 2012
2011
Core Manufacturing Simulation Data - a manufacturing simulation integration standard: overview and case studies.
Int. J. Comput. Integr. Manuf., 2011
A method for determining the environmental footprint of industrial products using simulation.
Proceedings of the Winter Simulation Conference 2011, 2011
A component-based approach for manufacturing simulation.
Proceedings of the 2011 Spring Simulation Multi-conference, 2011
2010
A knowledge sharing framework for homeland security modeling and simulation.
Proceedings of the 2010 Winter Simulation Conference, 2010
Modeling and simulation analysis types for sustainable manufacturing.
Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop, 2010
2009
Data exchange strategy for manufacturing simulation of shop floor information systems.
Int. J. Radio Freq. Identif. Technol. Appl., 2009
Enabling Flexible Manufacturing Systems by using Level of Automation as Design Parameter.
Proceedings of the 2009 Winter Simulation Conference, 2009
Input Data Management Methodology for Discrete Event Simulation.
Proceedings of the 2009 Winter Simulation Conference, 2009
2008
Representing layout information in the CMSD specification.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008
Implementation of Core Manufacturing Simulation Data in aerospace industry.
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Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008
2007
A test implementation of the core manufacturing simulation data specification.
Proceedings of the Winter Simulation Conference, 2007
A simulation architecture for manufacturing interoperability testing.
Proceedings of the 2007 Summer Computer Simulation Conference, 2007
Towards standards for integrated gaming and simulation for incident management.
Proceedings of the 2007 Summer Computer Simulation Conference, 2007
2005
An Architecture and Interfaces for Distributed Manufacturing Simulation.
Simul., 2005
Data exchange for machine shop simulation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005
Application of Machine Shop Data Model in Manufacturing Simulation.
Proceedings of The 2005 International Conference on Modeling, 2005
2004
Design Specifications of a Generic Supply Chain Simulator.
Proceedings of the 36th conference on Winter simulation, 2004
2003
Neutral information structure for manufacturing simulations: a neutral information model for simulating machine shop operations.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003
2002
Manufacturing modeling architectures: an architecture for a generic data-driven machine shop simulator.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002