A study on a general cyber machine tools monitoring system in smart factories

The massive data produced in real manufacturing processes provides a micro observation mechanism for managers and producers, which helps to analyze and grasp the manufacturing details, to form a ma...

[1]  Wei Du,et al.  An optimization method for shopfloor material handling based on real-time and multi-source manufacturing data , 2015 .

[2]  Haijun Liu,et al.  Machine tool movement control method combining the benefit of software and real-time interpolator for sculpture surface machining , 2020, Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.

[3]  Slavko M. Arsovski.  Wear sensors in the adaptive control systems of machine tools , 1983 .

[4]  Jay F. Tu.  Strain field analysis and sensor design for monitoring machine tool spindle bearing force , 1996 .

[5]  Wenlei Xiao,et al.  Communication methodology between machine tools using MTConnect protocol , 2018 .

[6]  Julian Padget,et al.  Multi-sensor data fusion framework for CNC machining monitoring , 2016 .

[7]  Wei Wang,et al.  Data acquisition and data mining in the manufacturing process of computer numerical control machine tools , 2018 .

[8]  Firman Ridwan,et al.  Advanced CNC system with in-process feed-rate optimisation , 2013 .

[9]  Chen-Han Lee,et al.  A design of CNC architecture based on cloud computing , 2019 .

[10]  Behnam Bahr,et al.  Sensor fusion for monitoring machine tool conditions , 1997 .

[11]  Klaus Schützer,et al.  Improvement of Surface Accuracy and Shop Floor Feed Rate Smoothing Through Open CNC Monitoring System and Cutting Simulation , 2012 .

[12]  Chaoyang Zhang,et al.  Configuration Design of the Add-on Cyber-physical System with CNC Machine Tools and its Application Perspectives☆ , 2016 .

[13]  Xionghui Zhou,et al.  A method of NC machine tools intelligent monitoring system in smart factories , 2020, Robotics Comput. Integr. Manuf..

[14]  Xun Xu,et al.  Cyber-physical Machine Tool – The Era of Machine Tool 4.0☆ , 2017 .

[15]  Andrew Kusiak,et al.  Data-driven smart manufacturing , 2018, Journal of Manufacturing Systems.

[16]  Pingyu Jiang,et al.  Incorporating social sensors, cyber-physical system nodes, and smart products for personalized production in a social manufacturing environment , 2018 .

[17]  Yan Li,et al.  Open CNC Machine Tool's State Data Acquisition and Application Based on OPC Specification , 2016 .

[18]  Wenping Mou,et al.  A reliable process planning approach based on fuzzy comprehensive evaluation method incorporating historical machining data , 2020, Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture.

[19]  Svetan Ratchev,et al.  ÕTowards a Condition-Monitoring Framework for Quality Assurance in Intelligent Multistage Manufacturing EnvironmentÕ , 2015 .

[20]  Geok Soon Hong,et al.  Wavelet analysis of sensor signals for tool condition monitoring: A review and some new results , 2009 .

[21]  Zhengyi Song,et al.  Performance analysis of CyberManufacturing Systems , 2019 .