Dawn of new machining concepts: Compensated, intelligent, bioinspired

被引:7
作者
Wegener, Konrad [1 ]
Gittler, Thomas [2 ]
Weiss, Lukas [2 ]
机构
[1] Swiss Fed Inst Technol, Inst Machine Tools & Mfg IWF, Zurich, Switzerland
[2] Inspire AG, Zurich, Switzerland
来源
8TH CIRP CONFERENCE ON HIGH PERFORMANCE CUTTING (HPC 2018) | 2018年 / 77卷
关键词
Biologicalization; Industrie; 4.0; Cognitive Technical Systems; Machine learning Strategies; Bioinspired; Biointelligent Manufacturing; Adaptive Thermal Compensation; Self-Organization; Self-Healing; Sensors in Abundance; THERMAL ERROR COMPENSATION; MAINTENANCE; COMPOSITES; SURFACE; MODEL; POWER; WEAR;
D O I
10.1016/j.procir.2018.08.194
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The impact of Industrie 4.0 onto machine tools is significant, despite the fact, that quite some of the novelties discussed within this new paradigm have their roots decades earlier. But especially the concerted action, which strives the development of sensors, controls, data processing together with connectivity, unprecedented data integration and the notion of cyber physical production systems open up new development lines towards manufacturing systems as enablers for the progress in manufacturing. Highly developed compensation concepts are developing into state depending AI-supported strategies. Maintenance becomes predictive, as learning of machines becomes global and model based. Further inspirations taken from biological systems are adopted for machining centres and drive a biological transformation of manufacturing machines. Machine intelligence becomes the basis for executing manufacturing processes, which requires a close integration of process intelligence (CAM-systems) and machine controls. (C) 2018 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 66 条
[1]  
Amor-Segan M, 2007, 2007 3 I ENG TECHN C
[2]  
Arinez J, 2017, P ASME 2017 12 INT M, P1
[3]   Terahertz frequency bandpass filters [J].
Gallant, A. J. ;
Kaliteevski, M. A. ;
Brand, S. ;
Wood, D. ;
Petty, M. ;
Abram, R. A. ;
Chamberlain, J. M. .
JOURNAL OF APPLIED PHYSICS, 2007, 102 (02)
[4]   Theoretical design of a self-rectifying 4-bar linkage mechanism [J].
Bell, Colin ;
Farnsworth, Michael ;
Tiwari, Ashutosh ;
Dorey, Rob .
2ND INTERNATIONAL THROUGH-LIFE ENGINEERING SERVICES CONFERENCE, 2013, 11 :385-389
[5]   Evolvable Embryonics: 2-in-1 Approach to Self-Healing Systems [J].
Benkhelifa, Elhadj ;
Pipe, Anthony ;
Tiwari, Ashutosh .
2ND INTERNATIONAL THROUGH-LIFE ENGINEERING SERVICES CONFERENCE, 2013, 11 :394-399
[6]   Adaptive learning control for thermal error compensation of 5-axis machine tools [J].
Blaser, Philip ;
Pavlicek, Florentina ;
Mori, Kotaro ;
Mayr, Josef ;
Weikert, Sascha ;
Wegener, Konrad .
JOURNAL OF MANUFACTURING SYSTEMS, 2017, 44 :302-309
[7]   Compensation of thermo-elastic machine tool deformation based on control internal data [J].
Brecher, C ;
Hirsch, P .
CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2004, 53 (01) :299-304
[8]  
Buss M, 2007, 4 COE WORKSH HUM, P10
[9]   Biologicalisation: Biological transformation in manufacturing [J].
Byrne, Gerald ;
Dimitrov, Dimitri ;
Monostori, Laszlo ;
Teti, Roberto ;
van Houten, Fred ;
Wertheim, Rafi .
CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2018, 21 :1-32
[10]  
Dabrowski C., 2002, Understanding self-healing in service-discovery systems, P15