... Email: frederik.spoden@student.kit.edu Email: sven.matthiesen@kit.edu Email: thomas.gwosch@kit.edu 25 02 2022 22 06 2022 22 06 2022 29 07 2022 manual manufacturing sensing sensors monitoring diagnostics industry 4.0 activity recognition classification...

... automation modeling simulation sensing monitoring diagnostics sensors joining Manufacturing is the production of products for use or sale using labor and machines, tools, chemical or biological processing or formulation and is the essence of secondary industry. The term may refer to a range...

... of the flowcool system which is critical to prevent thermal deformation of temperature-sensitive materials from the heat generated by the ion beam irradiation. This study focuses on a multi-sensor data analytics to monitor the IME process condition—enabling diagnostics and prediction of three main failure...

... prototyping Sensing Monitoring Quality control Solid freeform fabrication Diagnostics Powder bed fusion (PBF) is an additive manufacturing (AM) process in which thermal energy from a focused source, such as a laser or electron beam, is used to selectively fuse regions of a powder bed [ 1...

... Quality control Solid freeform fabrication Automation Diagnostics A far less expensive alternative to thermal imaging for detection of micrometer-level defects is through the use of photodetectors and spectrometers. Nassar et al. in a series of papers demonstrate the use of such optical...

... Injection molding Metrology Sensing Monitoring Quality control Diagnostics Leakage is an important issue of concern in manufacturing industry. When the leakage occurs, it is a huge danger which can cause resources waste, product quality decline, equipment damage, and environment pollution...

... 1 Corresponding author. Injection molding Modeling and simulation Sheet metal forming Sensing Monitoring Polymer fabrication processes Tube metal forming Diagnostics In last two decades, many new forming technologies have been developed due to the high demand in the application...

..., 2018; final manuscript received May 3, 2018; published online June 4, 2018. Assoc. Editor: Zhijian J. Pei. 09 01 2018 03 05 2018 Additive manufacturing Inspection Laser processes Rapid prototyping Sensing Monitoring Quality control Solid freeform fabrication Diagnostics...

... Monitoring Diagnostics Turning is a commonly used machining operation in the manufacturing industry. The performance of a turning process can be significantly improved via monitoring of process-level conditions such as tool wear, tool breakage, chatter, and surface roughness, among others...

... such cyber systems, human behavior must be effectively quantified and predicted. Control Grinding Sensing Monitoring Abrasive processes Automation Diagnostics 09 11 2017 09 05 2018 Manuscript received November 9, 2017; final manuscript received May 9, 2018; published online...

...; published online June 4, 2018. Editor: Y. Lawrence Yao. 17 01 2018 16 04 2018 Machining processes Robotics Sensing Monitoring Flexible tooling Diagnostics Fig. 2 Equivalent two-dimensional model for robotic milling chatter analysis (see Ref. [ 20 ] for details...

... to maintain the process in optimum conditions [ 3 ]. Machining processes Sensing Monitoring Diagnostics Copyright © 2018 by ASME 2018 1087-1357/2018/140(8)/084502/7/ $25.00 ...

... 2017 12 02 2018 Control Modeling and simulation Sensors Sensing Monitoring Automation Diagnostics Vacuum arc remelting (VAR), is the metallurgical process of remelting metal ingots with the application of a direct current into the system, in a vacuum environment. The result...

... ) 1 Corresponding author. Manuscript received June 21, 2017; final manuscript received December 28, 2017; published online March 23, 2018. Assoc. Editor: Hongqiang Chen. 21 06 2017 28 12 2017 Additive manufacturing Laser processes Sensing Monitoring Diagnostics...

... Monitoring Joining Diagnostics Fine-scale characterization of surface variation is crucial for high-performance quality control of numerous manufacturing processes, such as ultrasonic metal welding and high-precision machining [ 1 , 2 ]. Such information can enhance manufacturers' understanding...

.... By using the measurements of leak areas and the profiles of surfaces mated as training data along with Hagen–Poiseuille law, this paper develops a novel diagnostic method to predict potential leak areas (leakage paths) given the measurements on the profiles of mating surfaces. The effectiveness...

... Mears. 30 05 2017 17 09 2017 Computer-integrated manufacturing Sensing Monitoring Diagnostics Mechanical components such as shafts, bearings, and gears are subject to failures resulting from excessive load, corrosion, overheating, vibration, fracture, and material fatigue...

...: Hongqiang Chen. 23 02 2017 14 11 2017 Additive manufacturing Laser processes Sensing Monitoring Diagnostics Additive manufacturing with metals has reached industrial maturity in the last decade. These processes are employed in several sectors such as medical, energy...

... manufacturing techniques. Additive manufacturing Control Inspection Sensing Monitoring Quality control Automation Diagnostics 18 07 2017 30 08 2017 Manuscript received July 18, 2017; final manuscript received August 30, 2017; published online January 3, 2018. Assoc. Editor...

.... All these existing diagnostic methodologies assume that the number of measurements ( m ) is greater than that of the process errors ( n ), i.e., m > n . However, this assumption is not really consistent with industrial practice. Utilizing more measurements causes higher manufacturing...