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Prediction of Process Quality Performance Using Statistical Analysis and Long Short-Term Memory

Applied Sciences, 2022
In the manufacturing industry, the process capability index (Cpk) measures the level and capability required to improve the processes. However, the Cpk is not enough to represent the process capability and performance of the manufacturing processes.
Tola Pheng, Tserenpurev Chuluunsaikhan, Ga-Ae Ryu, Sung-Hoon Kim, Aziz Nasridinov, Kwan-Hee Yoo   +5 more
doaj   +1 more source

Research on application of data mining technology in equipment support capability evaluation of synthetic brigade [PDF]

Zhihui kongzhi yu fangzhen, 2023
In the process of synthetic brigade equipment support capability evaluation, data mining technology is an important means of evaluation data processing, which can quickly and efficiently obtain valuable evaluation information.
ZHANG Yao-long, RUAN Yong-jun, LI Yuan-xun, HUANG Yan, LIU Bin
doaj   +1 more source

Process Capability Control Charts for Monitoring Process Accuracy and Precision

, 2023
Process capability index (PCI) is a convenient and useful tool of process quality evaluation that allows a company to have a complete picture of its manufacturing process in order to prevent defective products while ensuring the product quality is at the
Tsen-I Kuo, Tung-Lin Chuang
core   +1 more source

Process Capability Analysis Using Interval Type-2 Fuzzy Sets

International Journal of Computational Intelligence Systems, 2017
In some cases, the specification limits of a quality characteristic should be defined under uncertain information. In the literature, process capability analyses have been handled by using type-1 fuzzy sets under fuzziness up to now.
Abbas Parchami, Sezi Çevik Onar, Başar Öztayşi, Cengiz Kahraman   +3 more
doaj   +1 more source

Causes of Non-normality of Monitored Quality Characteristics in Process Capability Analysis

Kvalita Inovácia Prosperita
Purpose: In process capability analysis, violation of the normality assumption is considered a non-standard situation. This paper defines and categorises causes of non-normality in manufacturing processes, which are essential for quality planning ...
Monika Sekaninová
doaj   +1 more source

Functional Analysis Validation of Micro and Conventional Injection Molding Machines Performances Based on Process Precision and Accuracy for Micro Manufacturing

Micromachines, 2020
Micro polymer parts can be usually manufactured either by conventional injection moulding (IM) or by micro-injection moulding (µIM). In this paper, functional analysis was used as a tool to investigate the performances of IM and µIM used to manufacture ...
Matteo Calaon, Federico Baruffi, Gualtiero Fantoni, Ilenia Cirri, Marco Santochi, Hans Nørgaard Hansen, Guido Tosello   +6 more
doaj   +1 more source

Hospitalization Through Families’ Eyes: Comparing Inpatient Care Quality for Children With Sickle Cell Disease and Cystic Fibrosis in Canada

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Sickle cell disease (SCD) is a chronic, inherited hemoglobinopathy that requires frequent hospitalization for disease‐related complications. Canadian data on inpatient care is limited. This study compared caregiver‐reported hospital experiences of children with SCD to those with cystic fibrosis (CF), a chronic, autosomal recessive ...
Hailey M. Zwicker, Kyle Kemp, Perri Tutelman, Sharon H. J. Hou, Paul Fairie, Maria Santana, Gregory M. T. Guilcher, Taryn Fay‐McClymont, Glenda Bendiak, Wendy Pelletier, Nicola Wright, Fiona Schulte   +11 more
wiley   +1 more source

Deep Sequencing of FLT3‐ITD Enables Response Evaluation and Post‐Treatment Monitoring in Childhood AML: An Exploratory Study

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background An internal tandem duplication in the gene encoding Fms‐like tyrosine kinase 3 (FLT3‐ITD) is associated with high relapse risk and poor prognosis in acute myeloid leukemia (AML) and plays a crucial role in treatment decisions. Measurable residual disease (MRD) analysis of FLT3‐ITD during and after treatment has shown prognostic ...
Sofie Johansson Alm, Bea Tornberg, Erik Delsing Malmberg, Henrik Hasle, Kristian Løvvik Juul‐Dam, Lars Palmqvist, Borhan R. Saeed, Giti Shah Barkhordar, Anastasia Soboli, Anna Staffas, Jonas Abrahamsson, Linda Fogelstrand   +11 more
wiley   +1 more source

Claudin‐6 Protein Expression in Atypical Teratoid/Rhabdoid Tumors Is Strongly Enriched in the Molecular Subgroup AT/RT‐TYR

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Claudin‐6 has emerged as a promising immunotherapeutic target, yet protein‐level data in atypical teratoid/rhabdoid tumors (AT/RTs) have been inconsistent. We analyzed 36 well‐characterized AT/RT samples and found membranous claudin‐6 protein expression in 58% of cases, with striking enrichment in the molecular subgroup AT/RT‐TYR (100%) and ...
Victoria E. Fincke, Christian Thomas, Michael C. Frühwald, Pascal D. Johann, Martin Hasselblatt   +4 more
wiley   +1 more source

Organizational Learning and Marketing Capability Development: A Study of Charity Retailing Operation of British Social Enterprises [PDF]

, 2011
Social enterprise is a hybrid form of profit- and social benefit-seeking organization whereby traditional nonprofit organizations pursue both their social mission and business opportunities.
Gordon Liu, Wai-Wai Ko, Ko, Wai Wai, Liu, Gordon, Liu, Chih-Yao Gordon, Ko, Wai-Wai   +5 more
core   +1 more source