Results 1 to 10 of about 9,278,986 (351)
Applied Sciences, 2023 This paper aims to provide essential guidance for the crashworthiness design of cutting energy-absorbing structures for subway vehicles. By investigating tool failure with experiment and numerical approaches, a new energy-absorbing tube structure was ...
Qianchen Gao +4 more
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A Real-Time Deep Machine Learning Approach for Sudden Tool Failure Prediction and Prevention in Machining Processes. [PDF]
Sensors (Basel), 2023 Tool Condition Monitoring systems are essential to achieve the desired industrial competitive advantage in terms of reducing costs, increasing productivity, improving quality, and preventing machined part damage.
Hassan M, Sadek A, Attia H.
europepmc +2 more sources
A Data-Based Tool Failure Prevention Approach in Progressive Die Stamping
Journal of Manufacturing and Materials Processing, 2023 The research on methods for monitoring sheet metal stamping is benefiting from the increased availability of enabling technologies such as sensors, data mining software, cloud computing, and artificial intelligence. The predictive maintenance policies of
Daniele Farioli +4 more
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Crustal Failure as a Tool to Probe Hybrid Stars
The Astrophysical Journal, 2023 It is currently unknown if neutron stars (NSs) are composed of nucleons only or are hybrid stars, i.e., in addition to nucleonic crusts and outer cores, they also possess quark cores.
Jonas P. Pereira +3 more
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Surface treatment of tool steels against galling failure
MATEC Web of Conferences, 2018 In the present study two highly alloyed steel grades, intended for cold working applications, were subjected to plane-contact, nonlubricating sliding friction testing in order to estimate the working regions (applied pressure and sliding velocity) that ...
Psyllaki Pandora +5 more
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SoftwareX, 2019 Many large software projects struggle to achieve their reliability targets. Software reliability growth models quantify reliability from failure data collected during software testing.
Vidhyashree Nagaraju +5 more
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Tooth-level risk modeling and prediction of fixed orthodontic bracket bonding failure: a real-world retrospective cohort study [PDF]
Head & Face MedicineObjective Based on real-world retrospective cohort data, this study aims to identify risk factors for fixed orthodontic bracket bonding failure, develop a risk prediction model, and create a visualized online predictive tool for individualized clinical ...
Yonghua Deng +4 more
doaj +2 more sources
Micromachines, 2022 The objective of the present work is to carry out analytical and finite element analysis for commonly used coating materials for micro-milling applications on high-speed steel substrate and evaluate the effects of different parameters.
Sandeep Bhoi +6 more
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CIRP - Journal of Manufacturing Science and Technology, 2021 Tool failure detection is a crucial task for continuous safe machining operations. In this study, a novel approach is proposed to develop an accurate and simple tool condition classification model (TCCM) for early failure detection during machining ...
M. Abubakr +4 more
semanticscholar +1 more source
Prediction of Tool Remaining Useful Life Based on NHPP-WPHM
Mathematics, 2023 A tool remaining useful life prediction method based on a non-homogeneous Poisson process and Weibull proportional hazard model (WPHM) is proposed, taking into account the grinding repair of machine tools during operation.
Yingzhi Zhang +4 more
doaj +1 more source