[HTML][HTML] Accurate and efficient remaining useful life prediction of batteries enabled by physics-informed machine learning

L Ma, J Tian, T Zhang, Q Guo, C Hu - Journal of Energy Chemistry, 2024 - Elsevier
The safe and reliable operation of lithium-ion batteries necessitates the accurate prediction
of remaining useful life (RUL). However, this task is challenging due to the diverse ageing …

A Review on intelligent control theory and applications in process optimization and smart manufacturing

MFR Lee - Processes, 2023 - mdpi.com
In the evolving landscape of manufacturing, the integration of intelligent control theory
stands as a pivotal advancement, driving both process optimization and the paradigm of …

Data aging matters: Federated learning-based consumption prediction in smart homes via age-based model weighting

K Skianis, A Giannopoulos, P Gkonis, P Trakadas - Electronics, 2023 - mdpi.com
Smart homes, powered mostly by Internet of Things (IoT) devices, have become very
popular nowadays due to their ability to provide a holistic approach towards effective energy …

Industrial Small Data: Definition and Techniques for Data Augmentation in Manufacturing

B Drescher, C Rippe - Procedia CIRP, 2024 - Elsevier
Manufacturing companies are increasingly applying machine learning techniques for data-
related engineering problems, eg in quality, maintenance, or product design departments …

Design and Study of Composite Film Preparation Platform

C Li, W Li, G Wu, G Chen, J Wu, N Zhang, Y Gan… - Crystals, 2024 - mdpi.com
This study aims to develop equipment for the preparation of composite films and
successfully implement a film thickness prediction function. During the research process, we …

Editorial for the Special Issue on Methodology, Microfabrication and Applications of Advanced Sensing and Smart Systems

L Jia, S Ji, Y Gao, H Wen, J Zhu - Micromachines, 2024 - search.proquest.com
Smart sensing and advanced systems have played crucial roles in the modern
industrialization of society, which has led to many sensors being used in fabrication …