Data-driven smart manufacturing
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Andrew Kusiak | Fei Tao | Ang Liu | Qinglin Qi | F. Tao | A. Kusiak | Ang Liu | Qinglin Qi
[1] S. Jack Hu,et al. Evolving paradigms of manufacturing: From mass production to mass customization and personalization , 2013 .
[2] William H. Dutton,et al. Clouds, big data, and smart assets: Ten tech-enabled business trends to watch , 2010 .
[3] Donghua Zhou,et al. Remaining useful life estimation - A review on the statistical data driven approaches , 2011, Eur. J. Oper. Res..
[4] Edmon Begoli,et al. Design Principles for Effective Knowledge Discovery from Big Data , 2012, 2012 Joint Working IEEE/IFIP Conference on Software Architecture and European Conference on Software Architecture.
[5] Dazhong Wu,et al. Democratizing digital design and manufacturing using high performance cloud computing: Performance evaluation and benchmarking , 2017 .
[6] Marek Obitko,et al. Big Data Challenges in Industrial Automation , 2013, HoloMAS.
[7] Yingfeng Zhang,et al. Real-Time Information Capturing and Integration Framework of the Internet of Manufacturing Things , 2011, Int. J. Comput. Integr. Manuf..
[8] Andrew Kusiak,et al. Innovation: A data-driven approach , 2009 .
[9] Richard Y. K. Fung,et al. Identifying helpful online reviews: A product designer's perspective , 2013, Comput. Aided Des..
[10] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[11] Arshdeep Bahga,et al. Analyzing Massive Machine Maintenance Data in a Computing Cloud , 2012, IEEE Transactions on Parallel and Distributed Systems.
[12] Fei Tao,et al. Resource Service Composition and Its Optimal-Selection Based on Particle Swarm Optimization in Manufacturing Grid System , 2008, IEEE Transactions on Industrial Informatics.
[13] Inci Batmaz,et al. A review of data mining applications for quality improvement in manufacturing industry , 2011, Expert Syst. Appl..
[14] Dimitris Mourtzis,et al. Industrial Big Data as a Result of IoT Adoption in Manufacturing , 2016 .
[15] Jay Lee,et al. Recent advances and trends in predictive manufacturing systems in big data environment , 2013 .
[16] Fei Tao,et al. New IT Driven Service-Oriented Smart Manufacturing: Framework and Characteristics , 2019, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[17] Dazhong Wu,et al. A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing , 2017 .
[18] Shyam Antony,et al. Data Management Challenges in Cloud Computing Infrastructures , 2010, DNIS.
[19] Yingfeng Zhang,et al. A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products , 2017 .
[20] Yihai He,et al. Big data oriented root cause identification approach based on Axiomatic domain mapping and weighted association rule mining for product infant failure , 2017, Comput. Ind. Eng..
[21] Kevin Leahy,et al. An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities , 2015, Journal of Big Data.
[22] Ibrar Yaqoob,et al. A survey of big data management: Taxonomy and state-of-the-art , 2016, J. Netw. Comput. Appl..
[23] Fei Tao,et al. CCIoT-CMfg: Cloud Computing and Internet of Things-Based Cloud Manufacturing Service System , 2014, IEEE Transactions on Industrial Informatics.
[24] Fei Tao,et al. Dynamic Supply-Demand Matching for Manufacturing Resource Services in Service-Oriented Manufacturing Systems: A Hypernetwork-Based Solution Framework , 2015 .
[25] Klaus-Dieter Thoben,et al. Machine learning in manufacturing: advantages, challenges, and applications , 2016 .
[26] Yanquan Zhou,et al. Mining customer requirements from online reviews: A product improvement perspective , 2016, Inf. Manag..
[27] Min Xie,et al. An empirical analysis of data preprocessing for machine learning-based software cost estimation , 2015, Inf. Softw. Technol..
[28] Si-Zhao Joe Qin,et al. Survey on data-driven industrial process monitoring and diagnosis , 2012, Annu. Rev. Control..
[29] Amit Sata,et al. Bayesian inference-based investment-casting defect analysis system for industrial application , 2017 .
[30] Soumaya Yacout,et al. LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance , 2012, J. Intell. Manuf..
[31] Ferenc Szeifert,et al. Data-driven generation of compact, accurate, and linguistically sound fuzzy classifiers based on a decision-tree initialization , 2003, Int. J. Approx. Reason..
[32] Ray Y. Zhong,et al. A RFID-enabled positioning system in automated guided vehicle for smart factories , 2017 .
[33] Yan Wang,et al. Data-driven cost estimation for additive manufacturing in cybermanufacturing , 2018 .
[34] S. Joe Qin,et al. Process data analytics in the era of big data , 2014 .
[35] Sanjay Jain,et al. Data analytics using simulation for smart manufacturing , 2014, Proceedings of the Winter Simulation Conference 2014.
[36] Marcus A. Butavicius,et al. Visualizations of binary data: A comparative evaluation , 2003, Int. J. Hum. Comput. Stud..
[37] Andrew Kusiak,et al. Data-driven minimization of pump operating and maintenance cost , 2015, Eng. Appl. Artif. Intell..
[38] Gabriel Antoniu,et al. BlobSeer: Next-generation data management for large scale infrastructures , 2011, J. Parallel Distributed Comput..
[39] Andrew Kusiak,et al. Computational Intelligence in Product Design Engineering: Review and Trends , 2007, IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews).
[40] Fei Tao,et al. Big Data in product lifecycle management , 2015, The International Journal of Advanced Manufacturing Technology.
[41] A. Guerriero,et al. A dynamic URL assignment method for parallel web crawler , 2010, 2010 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications.
[42] Alessandro Galletti,et al. How Big Data Analytics are perceived as a driver for Competitive Advantage : A qualitative study on food retailers , 2013 .
[43] Okyay Kaynak,et al. Big Data for Modern Industry: Challenges and Trends [Point of View] , 2015, Proc. IEEE.
[44] David Romero,et al. Smart manufacturing: Characteristics, technologies and enabling factors , 2019 .
[45] Andrew Y. C. Nee,et al. An Internet of things and cloud-based approach for energy consumption evaluation and analysis for a product , 2017, Int. J. Comput. Integr. Manuf..
[46] Jakub PIZOŃ,et al. Perspectives for Fog Computing in Manufacturing , 2016 .
[47] Soundar R. T. Kumara,et al. Manufacturing in the Digital Age: Exploiting Information Technologies for Product Realization , 1999, Inf. Syst. Frontiers.
[48] Angappa Gunasekaran,et al. The impact of big data on world-class sustainable manufacturing , 2015, The International Journal of Advanced Manufacturing Technology.
[49] Andrew Kusiak,et al. Modeling and Prediction of Gearbox Faults With Data-Mining Algorithms , 2013 .
[50] Fei Tao,et al. IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing , 2014, IEEE Transactions on Industrial Informatics.
[51] Yunhao Liu,et al. Big Data: A Survey , 2014, Mob. Networks Appl..
[52] Fei Tao,et al. IIHub: An Industrial Internet-of-Things Hub Toward Smart Manufacturing Based on Cyber-Physical System , 2018, IEEE Transactions on Industrial Informatics.
[53] Hyunsoo Lee,et al. Framework and development of fault detection classification using IoT device and cloud environment , 2017 .
[54] Ray Y. Zhong,et al. Visualization of RFID-enabled shopfloor logistics Big Data in Cloud Manufacturing , 2016 .
[55] Fei Tao,et al. Digital twin-driven product design, manufacturing and service with big data , 2017, The International Journal of Advanced Manufacturing Technology.
[56] N. B. Anuar,et al. The rise of "big data" on cloud computing: Review and open research issues , 2015, Inf. Syst..
[57] George Dimitrakopoulos,et al. Energy Consumption Estimation for Machining Processes Based on Real-time Shop Floor Monitoring via Wireless Sensor Networks☆ , 2016 .
[58] Murtaza Haider,et al. Beyond the hype: Big data concepts, methods, and analytics , 2015, Int. J. Inf. Manag..
[59] Andrew Kusiak,et al. Smart manufacturing must embrace big data , 2017, Nature.
[60] Andrew Kusiak,et al. Multiobjective Optimization of Temporal Processes Minimum and Maximum Values of Sets D , 2022 .
[61] Ray Y. Zhong,et al. A big data approach for logistics trajectory discovery from RFID-enabled production data , 2015 .
[62] Jae-Yoon Jung,et al. Imbalanced classification of manufacturing quality conditions using cost-sensitive decision tree ensembles , 2017, Int. J. Comput. Integr. Manuf..
[63] Sandro Wartzack,et al. Shaping the digital twin for design and production engineering , 2017 .
[64] Lihui Wang,et al. Big data analytics based fault prediction for shop floor scheduling , 2017 .
[65] Andrew Kusiak,et al. Analyzing bearing faults in wind turbines: A data-mining approach , 2012 .
[66] B. Agard,et al. Selection of modules for mass customisation , 2010 .