Multi-Filter Clustering Fusion for Feature Selection in Rotating Machinery Fault Classification. [PDF]
Mochammad S +5 more
europepmc +1 more source
Advanced Design for Weakly Coupled Resonators by Automatic Active Optimization
An Automatic Active Optimization (AAO) strategy integrates machine learning predictors and genetic algorithms in a closed‐loop workflow. By iteratively expanding its dataset with new discoveries, AAO overcomes the limits of conventional methods. This approach finds superior microstructural designs beyond the initial sample space. We demonstrate this on
Wei Yue +8 more
wiley +1 more source
A fault diagnosis method for rotating machinery components based on enhanced YOLO v8 and integrated attention mechanism. [PDF]
Wang X, Yuan L, Ma L, Liu J.
europepmc +1 more source
An Improved MobileNet Network with Wavelet Energy and Global Average Pooling for Rotating Machinery Fault Diagnosis. [PDF]
Zhu F, Liu C, Yang J, Wang S.
europepmc +1 more source
This review explores advances in wearable and lab‐on‐chip technologies for breast cancer detection. Covering tactile, thermal, ultrasound, microwave, electrical impedance tomography, electrochemical, microelectromechanical, and optical systems, it highlights innovations in flexible electronics, nanomaterials, and machine learning.
Neshika Wijewardhane +4 more
wiley +1 more source
Fault Diagnosis of Rotating Machinery Using Supervised Machine Learning Algorithms with Integrated Data-Driven and Physics-Informed Feature Sets. [PDF]
Ignjatovska AA +6 more
europepmc +1 more source
Rotating machinery fault diagnosis based on a novel lightweight convolutional neural network. [PDF]
Yan J, Liu T, Ye X, Jing Q, Dai Y.
europepmc +1 more source
Transducers convert physical signals into electrical and optical representations, yet each mechanism is bounded by intrinsic trade‐offs across bandwidth, sensitivity, speed, and energy. This review maps transduction mechanisms across physical scale and frequency, showing how heterogeneous integration and multiphysics co‐design transform isolated ...
Aolei Xu +8 more
wiley +1 more source
Cointegration Approach for Vibration-Based Misalignment Detection in Rotating Machinery Under Varying Load Conditions. [PDF]
Szewczyk S +4 more
europepmc +1 more source
Multi-Stream Convolutional Neural Networks for Rotating Machinery Fault Diagnosis under Noise and Trend Items. [PDF]
Dong H, Lu J, Han Y.
europepmc +1 more source

