A multisource domain adaptation method for quality prediction in small-batch production systems

2021 ◽  
pp. 1-14
Author(s):  
Dengyu Li ◽  
Kaibo Wang
Keyword(s):  
Production Systems ◽  
Domain Adaptation ◽  
Quality Prediction ◽  
Batch Production ◽  
Adaptation Method

An Event-Driven Spatiotemporal Domain Adaptation Method for DVS Gesture Recognition

2021 ◽  
pp. 1-1
Author(s):  
Yuhan Zhang ◽  
Lindong Wu ◽  
Weihua He ◽  
Ziyang Zhang ◽  
Chen Yang ◽  
...  
Keyword(s):  
Gesture Recognition ◽  
Domain Adaptation ◽  
Event Driven ◽  
Adaptation Method

Modelling of batch production systems using Petri nets with dynamic tokens

2005 ◽  
Vol 67 (6) ◽  
pp. 541-558 ◽  
Author(s):  
Ernesto López-Mellado ◽  
Norma Villanueva-Paredes ◽  
Hugo Almeyda-Canepa
Keyword(s):  
Petri Nets ◽  
Production Systems ◽  
Batch Production

Assessment of variance & distribution in data for effective use of statistical methods for product quality prediction

2018 ◽  
Vol 66 (4) ◽  
pp. 344-355 ◽  
Author(s):  
Iris Weiß ◽  
Birgit Vogel-Heuser
Keyword(s):  
Data Mining ◽  
Product Quality ◽  
Statistical Methods ◽  
Analysis Of Variance ◽  
Production System ◽  
Production Systems ◽  
High Potential ◽  
Quality Prediction ◽  
Automated Production ◽  
Effective Use

AbstractData mining in automated production systems provide high potential to increase the Overall Equipment Effectiveness. Nevertheless, data of such machines/plants include specific characteristics regarding the variance and distribution of the dataset. For modelling product quality prediction, these characteristics have to be analysed to interpret the results correctly. Therefore, an approach for the analysis of variance and distribution of datasets is proposed. The evaluation of this approach validates the developed guidelines, which identify the reasons for inconsistent prediction results based on two different datasets of the same production system.

Deep Adversarial Domain Adaptation Method for Cross-Domain Classification in High-Resolution Remote Sensing Images

2019 ◽  
Vol 56 (11) ◽  
pp. 112801
Author(s):  
滕文秀 Wenxiu Teng ◽  
王妮 Ni Wang ◽  
陈泰生 Taisheng Chen ◽  
王本林 Benlin Wang ◽  
陈梦琳 Menglin Chen ◽  
...  
Keyword(s):  
Remote Sensing ◽  
High Resolution ◽  
Domain Adaptation ◽  
Remote Sensing Images ◽  
Cross Domain ◽  
Adaptation Method

Feature transfer based adversarial domain adaptation method for cross-domain road extraction

2020 ◽  
pp. 1-11
Author(s):  
Shuyang Wang ◽  
Xiaodong Mu ◽  
Hao He ◽  
Dongfang Yang ◽  
Peng Zhao
Keyword(s):  
Domain Adaptation ◽  
Road Extraction ◽  
Cross Domain ◽  
Adaptation Method
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