Table 8 ᅟ
Publication | Title | Year | Classification |
|---|---|---|---|
IEEE International Conference on Industrial Engineering and Engineering Management | Maintenance behaviour-based prediction system using data mining | 2009 | Architecture |
Journal of Systems Science and Systems Engineering | The next industrial revolution: Integrated services and goods | 2012 | Theory |
Procedia CIRP | An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants | 2012 | Theory |
ASME International Mechanical Engineering Congress and Exposition | Cultivating emerging and black swan technologies | 2012 | Methodology |
Journal of the Chinese Institute of Industrial Engineers | Manufacturing intelligence for early warning of key equipment excursion for advanced equipment control in semiconductor manufacturing | 2012 | Process |
The International Society for Optical Engineering | A distributed big data storage and data mining framework for solar-generated electricity quantity forecasting | 2012 | Platform |
ASME International Mechanical Engineering Congress and Exposition | Next generation technologies for improving product planning and development - An industry perspective | 2013 | Theory |
Database Systems Journal | About Big Data and its Challenges and Benefits in Manufacturing | 2013 | Theory |
Lecture Notes in Computer Science | Big data challenges in industrial automation | 2013 | Theory |
Manufacturing Letters | Recent advances and trends in predictive manufacturing systems in big data environment | 2013 | Theory |
AUTOTESTCON | Using big data and predictive machine learning in aerospace test environments | 2013 | Model |
Journal of Business Logistics | Click Here for a Data Scientist: Big Data, Predictive Analytics, and Theory Development in the Era of a Maker Movement Supply Chain | 2013 | Model |
Procedia CIRP | Wavelet based De-noising in Manufacturing and in Business | 2013 | Model |
Annual Symposium on Cloud Computing | Compiling machine learning algorithms with systemML | 2013 | Platform |
Applied Mechanics and Materials | Cloud Service Platform for Big Data of Manufacturing | 2013 | Platform |
IEEE 14th International Symposium on ”A World of Wireless, Mobile and Multimedia Networks | Enhanced multi-domain access control for secure mobile collaboration through Linked Data cloud in manufacturing | 2013 | Platform |
Advanced Semiconductor Manufacturing Conference | Heading towards big data building a better data warehouse for more data, more speed, and more users | 2013 | Process |
Advanced Semiconductor Manufacturing Conference | Leveraging applied materials TechEdge Prizm™ for advanced lithography process control | 2013 | Process |
IEEE Transactions on Biomedical Engineering | Grand challenge: applying regulatory science and big data to improve medical device innovation | 2013 | Process |
International Conference on Computers and Industrial Engineering | Mining logistics trajectory knowledge from RFID-enabled production big data | 2013 | Process |
IEEE International Conference on Big Data | A system architecture for manufacturing process analysis based on big data and process mining techniques | 2014 | Architecture |
IEEE International Conference on Big Data | Advanced planning and control of manufacturing processes in steel industry through big data analytics: Case study and architecture proposal | 2014 | Architecture |
IEEE International Congress on Big Data | Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry | 2014 | Architecture |
IEEE International Congress on Big Data | Big Data Analytics for Predictive Manufacturing Control - A Case Study from Process Industry | 2014 | Architecture |
Lecture Notes in Computer Science | Energy data analytics towards energy-efficient operations for industrial and commercial consumers | 2014 | Architecture |
Lecture Notes in Informatics | Realizing the predictive enterprise through intelligent process predictions based on big data analytics: A case study and architecture proposal | 2014 | Architecture |
Fall Simulation Interoperability Workshop | PMML in manufacturing applications | 2014 | Framework |
IEEE International Conference on Big Data | Towards a domain-specific framework for predictive analytics in manufacturing | 2014 | Framework |
IEEE International Conference on Big Data | Big automotive data: leveraging large volumes of data for knowledge-driven product development | 2014 | Framework |
IEEE International Conference on System Science and Engineering | Network manufacturing in the big data environment | 2014 | Framework |
IEEE Transactions on Semiconductor Manufacturing | A Framework for Root Cause Detection of Sub-Batch Processing System for Semiconductor Manufacturing Big Data Analytics | 2014 | Framework |
International Conference on Biomedical Engineering and Informatics | A framework for management of massive knowledge in cloud environment | 2014 | Framework |
International Conference on Information Fusion | Prescriptive information fusion | 2014 | Framework |
International Journal of Computational Intelligence Systems | A data mining approach for analyzing semiconductor MES and FDC data to enhance overall usage effectiveness (OUE) | 2014 | Framework |
Key Engineering Materials | Modeling for global management of complex product subject data oriented at big-data | 2014 | Framework |
Applied Mechanics and Materials | Investigation of the Datamation of Manufacturing Industrial Chain in the Big Data Era | 2014 | Theory |
Applied Mechanics and Materials | Data flow analysis on 3D printing for distributed manufacturing information system | 2014 | Theory |
IEEE International Conference on Big Data | Big data predictive analtyics for proactive semiconductor equipment maintenance | 2014 | Theory |
IEEE International Parallel & Distributed Processing Symposium | Machine-Learning-Based Identification of Defect Patterns in Semiconductor Wafer Maps: An Overview and Proposal | 2014 | Theory |
IIE Annual Conference and Expo 2014 | Integration of reliability, service and renewables for sustainable manufacturing initiatives | 2014 | Theory |
InTech | Industrial big data analytics: The present and future | 2014 | Theory |
Journal of Business Logistics | Supply chain game changers-mega, nano, and virtual trends-and forces that impede supply chain design (i.e., Building a Winning Team) | 2014 | Theory |
Journal of Business Logistics | The supply chain becomes the demand chain | 2014 | Theory |
Procedia CIRP | Service Innovation and Smart Analytics for Industry 4.0 and Big Data Environment | 2014 | Theory |
IEEE International Conference on Mechatronics and Automa | Error correction of optical path component manufacture for Fiber Optic Gyroscope using SVM and Monte Carlo | 2014 | Methodology |
Winter Simulation Conference | Data analytics using simulation for smart manufacturing | 2014 | Methodology |
Applied Stochastic Models in Business and Industry | Modeling and analyzing semiconductor yield with generalized linear mixed models | 2014 | Model |
International Journal of Simulation Source of the Document International Journal of Simulation Modelling | Batch task scheduling-oriented optimization modelling and simulation in cloud manufacturing | 2014 | Model |
IPC APEX EXPO 2014 | Enhancing visibility and agility in the electronics manufacturing supply chain | 2014 | Model |
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | Applying data mining techniques to address critical process optimization needs in advanced manufacturing | 2014 | Platform |
Procedia CIRP | A Solution for Information Management in Logistics Operations of Modern Manufacturing Chains | 2014 | Platform |
IEEE International Conference on Computer Supported Cooperative Work in Design | A big data cleansing approach for n-dimensional RFID-Cuboids | 2014 | Process |
Lecture Notes in Business Information Processing | Developing Data Analytics to Improve Services in a Mechanical Engineering Company | 2014 | Process |
Neural Computing and Applications | Large, high-dimensional, heterogeneous multi-sensor data analysis approach for process yield optimization in polymer film industry | 2014 | Process |
Winter Simulation Conference | Simulation for dedicated line small lot size manufacturing | 2014 | Process |
Winter Simulation Conference | Virtual factory revisited for manufacturing data analytics | 2014 | Theory |
Journal of Digital Convergance | An Exploratory Study on Application Plan of Big Data to Manufacturing Execution System | 2014 | Theory |
Procedia CIRP | Short-term Cyber-physical Production Management | 2014 | Theory |
Solid State Device Research Conference | The Factory Integration Roadmap in Semiconductor manufacturing | 2014 | Theory |
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | Applying data mining techniques to address critical process optimization needs in advanced manufacturing | 2014 | Platform |
Euro Med Telco Conference - From Network Infrastructures to Network Fabric: Revolution at the Edges | Cloud based system for measurement data management in large scale electronic production | 2014 | Platform |
IEEE International Conference on Service Operations and Logistics, and Informatics | ACP approach based intelligent quality management system for manufacturing processes | 2014 | Platform |
IEEE International Conference on Service Operations and Logistics, and Informatics | ACP approach based intelligent quality management system for manufacturing processes | 2014 | Platform |
IEEE World Congress on Services | Cloud Computing for Big Data Entrepreneurship in the Supply Chain: Using SAP HANA for Pharmaceutical Track-and-Trace Analytics | 2014 | Platform |
Procedia CIRP | Predictive Analytics Model for Power Consumption in Manufacturing | 2014 | Platform |
The International Society for Optical Engineering | New techniques in large scale metrology toolset data mining to accelerate integrated chip technology development and increase manufacturing efficiencies | 2014 | Platform |
IEEE International Conference on Big Data | Toward smart manufacturing using decision analytics | 2014 | Tool |
Winter Simulation Conference | Big data in daily manufacturing operations | 2014 | Tool |
International Journal of Production Economics | A big data approach for logistics trajectory discovery from RFID-enabled production data | 2015 | Architecture |
Manufacturing Letters | A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems | 2015 | Architecture |
International Journal of Production Economics | Managing a Big Data project: The case of Ramco Cements Limited | 2015 | Framework |
International Journal of Production Economics | The value of Big Data in servitization | 2015 | Framework |
International Journal of Production Economics | Insights from hashtag #supplychain and Twitter Analytics: Considering Twitter and Twitter data for supply chain practice and research | 2015 | Framework |
Studies in Computational Intelligence | Manufacturing Cyber-Physical Systems Enabled by Complex Event Processing and Big Data Environments: A Framework for Development | 2015 | Framework |
Studies in Computational Intelligence | Manufacturing Operations, Internet of Things, and Big Data: Towards Predictive Manufacturing Systems | 2015 | Theory |