Monitoring and predicting the surface generation and surface roughness in ultraprecision machining: A critical review
The aim of manufacturing can be described as achieving the predefined high quality product
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
Path enhanced bidirectional graph attention network for quality prediction in multistage manufacturing process
Quality prediction, as the basis of quality control, is dedicated to predicting quality indices of
the manufacturing process. In recent years, data-driven deep learning methods have …
the manufacturing process. In recent years, data-driven deep learning methods have …
Feature selection and domain adaptation for cross-machine product quality prediction
Today's manufacturing systems are becoming increasingly complex, dynamic and
connected hence continual prediction of manufactured product quality is a key to look for …
connected hence continual prediction of manufactured product quality is a key to look for …
Contrastive Decoder Generator for Few-Shot Learning in Product Quality Prediction
Quality prediction is committed to predicting the key quality-related variables to obtain real-
time feedback information for process control. To achieve the robust and transferable quality …
time feedback information for process control. To achieve the robust and transferable quality …
[PDF][PDF] Monitoring and Predicting the Surface Generation and Surface Roughness in Ultraprecision Machining: A Critical Review. Machines 2021, 9, 369
The aim of manufacturing can be described as achieving the predefined high quality product
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
in a short delivery time and at a competitive cost. However, it is unfortunately quite …
[图书][B] A Sequential Cross-Product Knowledge Accumulation, Extraction and Transfer Framework
J Xie - 2022 - search.proquest.com
The progress of machine learning (ML) in the past years has opened up new opportunities
to the field of engineering system modelling. However, successful implementation of ML …
to the field of engineering system modelling. However, successful implementation of ML …
Challenges for Predictive Quality in Multi-stage Manufacturing: Insights from Literature Review
B Bretones Cassoli, J Metternich - … of the 3rd International Workshop on …, 2023 - dl.acm.org
This paper investigates data quality challenges in applying predictive quality solutions for
multi stage discrete manufacturing. Through an analysis of existing research via systematic …
multi stage discrete manufacturing. Through an analysis of existing research via systematic …
Graph representation learning for predictive quality in multi-stage discrete manufacturing
B Bretones Cassoli Nevejan - tuprints.ulb.tu-darmstadt.de
This thesis addresses the need for predictive quality control methods in multi-stage discrete
manufacturing processes to enhance operational efficiency and product quality. Traditional …
manufacturing processes to enhance operational efficiency and product quality. Traditional …
[引用][C] Graph representation learning for predictive quality in multi-stage discrete manufacturing
B Bretones Cassoli - 2024 - Dissertation, Darmstadt, Technische …