Predicting piezoelectric ceramic quality from indirect sintering indicators using an integrated Bayesian optimization and LightGBM framework
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture
Published online on February 21, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Ahead of Print.
In order to improve the accuracy and timeliness quality prediction, this paper proposes a model for predicting the quality of piezoelectric ceramic sintering specifically for tunnel kiln sintering. This method involves analyzing the relationship between ...
In order to improve the accuracy and timeliness quality prediction, this paper proposes a model for predicting the quality of piezoelectric ceramic sintering specifically for tunnel kiln sintering. This method involves analyzing the relationship between ...