[HTML][HTML] Accurate and efficient remaining useful life prediction of batteries enabled by physics-informed machine learning
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 …
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 …
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
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 …
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 …
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 …
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
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 …
industrialization of society, which has led to many sensors being used in fabrication …