Haier launches F11 series front-load washing machines with Ultra Fresh Air technology & AI display

Haier has launched its new F11 series front-load washing machines in India, introducing advanced AI-powered features and ...
Nature

Machine learning articles from across Nature Portfolio

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...
IEEE

Physically Interpretable Wavelet-Guided Networks With Dynamic Frequency Decomposition for Machine Intelligence Fault Prediction

Abstract: Machine intelligence fault prediction (MIFP) is crucial for ensuring complex systems’ safe and reliable operation. While deep learning has become the mainstream tool for MIFP due to its ...
IEEE

Improved Machine Learning for Multiclass Fault Classification in Industrial Processes

Abstract: Multiclass fault classification in complex processes is challenging due to many classes, nonlinear dynamics, overlapping fault signatures, and expanding fault taxonomies. Traditional machine ...
GitHub

Sim3Tanks: A Benchmark Model Simulator for Process Control and Monitoring

Sim3Tanks is suitable for studying and developing process control, fault detection and diagnosis, and fault-tolerant control strategies for nonlinear multivariable systems. This new release was ...