Results 251 to 260 of about 9,056,628 (331)

Machine Tools

2022
Wasim Ahmed Khan, Khalid Rahman, Ghulam Hussain, Ghulam Abbas, Xiaoping Wang   +4 more
openaire   +2 more sources

Machine Learning: New Ideas and Tools in Environmental Science and Engineering.

Environmental Science and Technology, 2021
The rapid increase in both the quantity and complexity of data that are being generated daily in the field of environmental science and engineering (ESE) demands accompanied advancement in data analytics.
Shifa Zhong, Kai Zhang, M. Bagheri, J. Burken, A. Gu, Baikun Li, Xingmao Ma, B. Marrone, Z. Ren, Joshua Schrier, Wei Shi, Haoyue Tan, Tianbao Wang, Xu Wang, Bryan M. Wong, Xusheng Xiao, X. Yu, Jun‐Jie Zhu, Huichun Zhang   +18 more
semanticscholar   +1 more source

Prediction models for specific energy consumption of machine tools and surface roughness based on cutting parameters and tool wear

, 2020
The specific energy consumption of machine tools and surface roughness are important indicators for evaluating energy consumption and surface quality in processing. Accurate prediction of them is the basis for realizing processing optimization.
Yu Su, C. Li, Guoyong Zhao, Chunxiao Li, Guangxi Zhao   +4 more
semanticscholar   +1 more source

Early Fault Detection of Machine Tools Based on Deep Learning and Dynamic Identification

IEEE transactions on industrial electronics (1982. Print), 2019
In modern digital manufacturing, nearly 79.6% of the downtime of a machine tool is caused by its mechanical failures. Predictive maintenance (PdM) is a useful way to minimize the machine downtime and the associated costs.
Bo Luo, Hao Wang, Hongqi Liu, Bin Li, F. Peng   +4 more
semanticscholar   +1 more source

Interpreting Interpretability: Understanding Data Scientists' Use of Interpretability Tools for Machine Learning

International Conference on Human Factors in Computing Systems, 2020
Machine learning (ML) models are now routinely deployed in domains ranging from criminal justice to healthcare. With this newfound ubiquity, ML has moved beyond academia and grown into an engineering discipline.
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, R. Caruana, Hanna M. Wallach, Jennifer Wortman Vaughan   +5 more
semanticscholar   +1 more source

A Machine-Tool Design

SIAM Review, 1992
Summary: A real, practical problem in machine-tool design is a setting for graph theory, geometry, and discrete optimization.
Goldberg, M., Powers, D. L.
openaire   +1 more source

Machine Tools Mechatronic Analysis

Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2006
High-speed machine tools show close interaction between the dynamic behaviour of the mechanical structure, drives, and numerical control. In order to support the designer of high-performance machines, a new analysis based on an integrated holistic mechatronic optimization technique is proposed and compared with the traditional approach.
Maj R, Modica F, Bianchi G
openaire   +4 more sources

Artificial intelligence enabled smart machining and machine tools

Journal of Mechanical Science and Technology, 2022
Y. Chuo, Ji Woong Lee, Chang Hyeon Mun, I. Noh, Sina Rezvani, Dong Chan Kim, Jihyun Lee, Sang Won Lee, Simon S. Park   +8 more
semanticscholar   +1 more source

Advancements in accuracy decline mechanisms and accuracy retention approaches of CNC machine tools: a review

The International Journal of Advanced Manufacturing Technology, 2022
Wen-ju Liu, Song Zhang, J. Lin, Yuhai Xia, Jiaxiang Wang, Yingli Sun   +5 more
semanticscholar   +1 more source

Machining accuracy reliability evaluation of CNC machine tools based on the milling stability optimization

The International Journal of Advanced Manufacturing Technology, 2022
Ziling Zhang, Yujie Yang, G. Li, Yin Qi, Cong Yue, Yongli Hu, Ying Li   +6 more
semanticscholar   +1 more source