As the concept of Industry 4.0 is introduced, artificial intelligence-based fault analysis is attracted the corresponding community to develop effective intelligent fault diagnosis and …
X Zhang, KP Rane, I Kakaravada… - Nonlinear Engineering, 2021 - degruyter.com
Recently, researchers are investing more fervently in fault diagnosis area of electrical machines. The users and manufacturers of these various efforts are strong to contain …
Industry 4.0 is an era of smart manufacturing. Manufacturing is impossible without the use of machinery. The majority of these machines comprise rotating components and are called …
O AlShorman, M Irfan, N Saad, D Zhen… - Shock and …, 2020 - Wiley Online Library
The fault detection and diagnosis (FDD) along with condition monitoring (CM) and of rotating machinery (RM) have critical importance for early diagnosis to prevent severe damage of …
J Yan, T Liu, X Ye, Q Jing, Y Dai - Plos one, 2021 - journals.plos.org
The advancement of Industry 4.0 and Industrial Internet of Things (IIoT) has laid more emphasis on reducing the parameter amount and storage space of the model in addition to …
Every industry is now turning towards industry 4.0. In this era, industry requires smart machine tools. But for small scale and medium scale industries, it is not affordable to buy …
Y Xin, S Li, J Wang, Z An… - IET Science, Measurement …, 2020 - Wiley Online Library
Traditional labour‐intensive methods always suffer from time and frequency blurring and cross‐term interference when detecting fault features from vibration signals and their time …
X Li, W Zhang, Q Ding, JQ Sun - Journal of Intelligent Manufacturing, 2020 - Springer
Intelligent machinery fault diagnosis system has been receiving increasing attention recently due to the potential large benefits of maintenance cost reduction, enhanced operation safety …
S Gawde, S Patil, S Kumar, K Kotecha - Artificial Intelligence Review, 2023 - Springer
Rotating machines is an essential part of any manufacturing industry. The sudden breakdown of such machines due to improper maintenance can also lead to the industries' …