Vibration analysis for machine monitoring and diagnosis: a systematic review

MH Mohd Ghazali, W Rahiman - Shock and Vibration, 2021 - Wiley Online Library
Untimely machinery breakdown will incur significant losses, especially to the manufacturing
company as it affects the production rates. During operation, machines generate vibrations …

Condition monitoring and fault diagnosis of induction motors: A review

A Choudhary, D Goyal, SL Shimi, A Akula - Archives of Computational …, 2019 - Springer
There is a constant call for reduction of operational and maintenance costs of induction
motors (IMs). These costs can be significantly reduced if the health of the system is …

Machine learning and deep learning

C Janiesch, P Zschech, K Heinrich - Electronic Markets, 2021 - Springer
Today, intelligent systems that offer artificial intelligence capabilities often rely on machine
learning. Machine learning describes the capacity of systems to learn from problem-specific …

A novel decision support system for managing predictive maintenance strategies based on machine learning approaches

S Arena, E Florian, I Zennaro, PF Orrù, F Sgarbossa - Safety science, 2022 - Elsevier
Nowadays, the industrial environment is characterised by growing competitiveness, short
response times, cost reduction and reliability of production to meet customer needs. Thus …

Investigation of signal behaviors for sensor fusion with tool condition monitoring system in turning

M Kuntoğlu, H Sağlam - Measurement, 2021 - Elsevier
Monitoring of the cutting area with different type of sensors requires confirmation for
composing sensor fusion to obtain longer tool life and high-quality product. The complex …

The concept and progress of intelligent spindles: a review

H Cao, X Zhang, X Chen - International Journal of Machine Tools and …, 2017 - Elsevier
Intelligent spindles are core components of the next-generation of intelligent/smart machine
tools in the Industry 4.0 Era. The purpose of this paper is to clarify the concept of intelligent …

Support vector machines based non-contact fault diagnosis system for bearings

D Goyal, A Choudhary, BS Pabla, SS Dhami - Journal of Intelligent …, 2020 - Springer
Bearing defects have been accepted as one of the major causes of failure in rotating
machinery. It is important to identify and diagnose the failure behavior of bearings for the …

Prediction maintenance integrated decision-making approach supported by digital twin-driven cooperative awareness and interconnection framework

S Mi, Y Feng, H Zheng, Y Wang, Y Gao, J Tan - Journal of Manufacturing …, 2021 - Elsevier
Predictive maintenance is one of the important technical means to guarantee and improve
the normal industrial production. The existing bottlenecks for popularization and application …

[PDF][PDF] 绿色制造的理论与技术体系及其新框架

刘培基, 刘飞, 王旭, 尹震飚, 曹华军, 李聪波 - 机械工程学报, 2021 - qikan.cmes.org
绿色制造相关研究已有20 多年, 有必要对绿色制造的内涵, 理论与技术体系进行归纳总结,
以支持绿色制造下一阶段的研究与发展. 为此, 在分析和总结绿色制造现有研究的基础之上 …

Integration of maintenance management system functions with industry 4.0 technologies and features—A review

BW Shaheen, I Németh - Processes, 2022 - mdpi.com
Industry 4.0 is the latest technological age, in which recent technological developments are
being integrated within industrial systems. Consequently, maintenance management of …