scholarly journals Interactive Process Automation based on lightweight object detection in manufacturing processes

2021 ◽  
Vol 130 ◽  
pp. 103482
Author(s):  
Amolkirat Singh Mangat ◽  
Juergen Mangler ◽  
Stefanie Rinderle-Ma
Keyword(s):  
Object Detection ◽  
Manufacturing Processes ◽  
Process Automation ◽  
Interactive Process

Study on Use of Information Technologies in Manufacturing Processes

2015 ◽  
Vol 795 ◽  
pp. 220-226
Author(s):  
Joanna Tabor
Keyword(s):  
Information Technology ◽  
Manufacturing Process ◽  
Information Technologies ◽  
Manufacturing Processes ◽  
Manufacturing Companies ◽  
Process Automation ◽  
Work Safety ◽  
Industrial Processing ◽  
Average Value ◽  
Level Of Use

This paper contains analysis and assessment of use of information technologies in manufacturing processes performed over the years 2010-2013 by manufacturing companies that employ at least 10 employees. Although companies use many different information technology automation devices and tools, this paper is only focused upon manufacturing process automation devices, since these automation devices exert a significant impact upon improvement of work safety levels. As a result of this study, industrial processing sector’s divisions were identified with the highest level of use of determined automation devices in relation to the adopted average value for the industrial processing sector as a whole, and directions of changes were identified in the area of use of the particular automation devices in the analysed groups of manufacturing companies being active in Poland.

Interactive multiobjective DEA target setting using lexicographic DDF

2020 ◽  
Vol 54 (6) ◽  
pp. 1703-1722 ◽  
Author(s):  
Narges Soltani ◽  
Sebastián Lozano
Keyword(s):  
Efficient Frontier ◽  
Directional Distance Function ◽  
Fixed Number ◽  
Optimization Approach ◽  
Target Setting ◽  
Interactive Process ◽  
Decision Making Unit ◽  
Setting Approach ◽  
Promising Area ◽  
Current Region

In this paper, a new interactive multiobjective target setting approach based on lexicographic directional distance function (DDF) method is proposed. Lexicographic DDF computes efficient targets along a specified directional vector. The interactive multiobjective optimization approach consists in several iteration cycles in each of which the Decision Making Unit (DMU) is presented a fixed number of efficient targets computed corresponding to different directional vectors. If the DMU finds one of them promising, the directional vectors tried in the next iteration are generated close to the promising one, thus focusing the exploration of the efficient frontier on the promising area. In any iteration the DMU may choose to finish the exploration of the current region and restart the process to probe a new region. The interactive process ends when the DMU finds its most preferred solution (MPS).

PENDIDIKAN BERBASIS BUDAYA (Presfektif Pemikiran H.A.R. Tilaar)

2018 ◽  
Vol 1 (1) ◽  
Author(s):  
AGUNG KURNIAWAN DJIBRAN
Keyword(s):  
Content Analysis ◽  
Text Book ◽  
Interactive Process ◽  
National Education ◽  
Teachers And Students ◽  
The Government ◽  
Education Culture ◽  
Education Opportunity ◽  
Education Concept ◽  
Education Process

AbstractH.A.R. Tilaar emphasizes to the importance of education based on culture, because education is process of culture. Therefore, between the education and culture has been greatly relation, because the education is not able to be separated from culture that has reflected and grown up dynamically in Indonesian society.The purpose of this research is to determine how the education based on culture according to H.A.R. Tilaar’s perspective. The object of this research was H.A.R. Tilaar’s Perspective which concerns to the education based on culture.The approach of this research was literature review. The source of the data were a text book written by H.A.R. Tilaar and other literatures related to this research. The technique of analyzing data were the content analysis of the text book written by H.A.R. Tilaar and other literatures.The result of this research are : (a) H.A.R. Tilaar conceptualizes the education as an culturing processes; (b) the education process is an culturing process through the interactive process between teachers and students; (c) it is necessary to the Government of Indonesia to correct the National education concept by proposing several aspects such as ; (1) the basic value of education; (2) to notice the function of sociological education; (3) the relation between culture and education; (4) the education as The Agent ofChange, and (5) to get the equalization of education opportunity; and (d) to grow up the creative and adaptive thinking toward education phenomenawhich always move dynamically in the environment of the Indonesian community which has its complexity.Keyword: Education, Culture.

Impact of fiber structure on edge-wicking of highly-sized paperboard

TAPPI Journal ◽  
2018 ◽  
Vol 17 (08) ◽  
pp. 437-443
Author(s):  
Lebo Xu ◽  
Jeremy Meyers ◽  
Peter Hart
Keyword(s):  
Fiber Surface ◽  
Manufacturing Processes ◽  
Paper Machine ◽  
Liquid Penetration ◽  
Fiber Structure ◽  
Cut Edge ◽  
Local Fiber

Coffee edge-wicking testing was conducted on two groups of highly-sized paperboard manufactured at two mills with similar manufacturing processes, but with vastly different local fiber sources. Although the Hercules size test (HST) indicated similar internal size levels between the two types of board, the edge-wicking behavior was noticeably different. Analysis of fiber structure revealed that the board with more edge-wicking had fibers with thicker fiber walls, which kept the fiber lumen more open after pressing and drying on a paper machine. It was demonstrated that liquid penetration through voids between fibers in highly-sized paperboard was limited, because the fiber surface was well protected by the presence of sufficient sizing agent. Nevertheless, freshly exposed fiber walls and lumens at the cut edge of the sheet were not protected by sizing material, which facilitated edge-wicking. The correlation between fiber structure and edge-wicking behavior was highlighted in this work to inspire development of novel sizing strategies that protect the freshly cut edge of the sheet from edge-wicking.

Automatic accounting of Baikal diatomic algae: approaches and prospects

2019 ◽  
pp. 295-299
Author(s):  
Кonstantin А. Elshin ◽  
Еlena I. Molchanova ◽  
Мarina V. Usoltseva ◽  
Yelena V. Likhoshway
Keyword(s):  
Object Detection ◽  
Loss Function ◽  
Classification Accuracy ◽  
Diatom Species ◽  
Bounding Box ◽  
Synedra Acus ◽  
And Training

Using the TensorFlow Object Detection API, an approach to identifying and registering Baikal diatom species Synedra acus subsp. radians has been tested. As a result, a set of images was formed and training was conducted. It is shown that аfter 15000 training iterations, the total value of the loss function was obtained equal to 0,04. At the same time, the classification accuracy is equal to 95%, and the accuracy of construction of the bounding box is also equal to 95%.

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