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Neural Network-based Modeling of Industrial Safety System in Korea (신경회로망 기반 우리나라 산업안전시스템의 모델링)

  • Gi Heung Choi
    • Journal of the Korean Society of Safety
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    • v.38 no.1
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    • pp.1-8
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    • 2023
  • It is extremely important to design safety-guaranteed industrial processes because such process determine the ultimate outcomes of industrial activities, including worker safety. Application of artificial intelligence (AI) in industrial safety involves modeling industrial safety systems by using vast amounts of safety-related data, accident prediction, and accident prevention based on predictions. As a preliminary step toward realizing AI-based industrial safety in Korea, this study discusses neural network-based modeling of industrial safety systems. The input variables that are the most discriminatory relative to the output variables of industrial safety processes are selected using two information-theoretic measures, namely entropy and cross entropy. Normalized frequency and severity of industrial accidents are selected as the output variables. Our simulation results confirm the effectiveness of the proposed neural network model and, therefore, the feasibility of extending the model to include more input and output variables.

The Study of a Development Plan of the Industrial Security Expert System (산업보안관리사 자격제도 발전 방안에 대한 고찰)

  • Cho, Yong-Sun
    • Korean Security Journal
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    • no.40
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    • pp.175-207
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    • 2014
  • This paper focuses on the study of a development direction of the industrial security Expert system. First of all, in order to manage Industrial security system, we need to have law, criminology, business and engineering professionals as well as IT experts, which are the multi-dimensional convergence professionals. Secondly, industrial organizations need to have workforce who can perform security strategy; security plan; security training; security services; or security system management and operations. Industrial security certification system can contribute to cultivate above mentioned professional workforce. Currently Industrial Security Expert(ISE) is a private qualification. However, the author argued that it have to be changed to national qualification. In addition, it is necessary that the system should be given credibility with verifying the personnel whether they are proper or not in the their field. In terms of quality innovation, it is also necessary that distinguish the levels of utilization of rating system of the industrial security coordinator through a long-term examination. With respect to grading criteria, we could consider the requirements as following: whether they must hold the degree of the industrial security-related areas of undergraduate or postgraduate (or to be); what or how many industrial security-related courses they should complete through a credit bank system. If the plan of completing certain industrial security-related credits simply through the credit bank system, without establishing a new industrial security-related department, has established, then industrial security study would be spreaded and advanced. For private certification holders, the problem of the qualification succeeding process is important matter. Additionally, it is necessary to introduce the certifying system of ISMS(Industrial Security Management System) which is a specialized system for protecting industrial technology. To sum up, when the industrial security management system links the industrial security management certification, industrial security would realize in the companies and research institutions dealing with national key technology. Then, a group synergy effect would occurs.

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Research on the Plan of Oriental Medical Participation in the Industrial Health (산업보건에의 한의학적 참여방안에 관한 연구)

  • Lee E.K.;Chong M.S.;Chun E.J.;Kim S.T.;Kang S.H.;Lee S.K.;Han J.M.;Kim S.C.;Yu T.S.;Jeung J.Y.;Song Y.S.;Lee K.N.
    • Journal of Society of Preventive Korean Medicine
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    • v.3 no.2
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    • pp.55-77
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    • 1999
  • Oriental Medical Service established foundation that Oriental medical clinic can take part in industrial health service by being specified industrial calamity medical treatment organ, but research which develope program that Oriental Medical Service approach on the occupational disease and industrial health only dealt in the Western Medical System was insufficient. So we studied on theoretical foundation and basic bearing about .program of oriental medical health examination in the workplace, it is based on explanation and assessment reformed by western medicine. We reached the conclusion as follows, 1. We must reconsider the concept that mind of Oriental medicine is preventive medicine, and assess positively result of social medicine. 2. Importance of industrial health is being enlarged in the category of health care. 3. Western medical health in including industrial health have faced much problems at this time, we can search by alternative proposal grafting on Oriental Medicine. 4. Oriental medical participation in the industrial health have various benefits at side satisfaction of workers, effect of prevention, efficiency of cost, and increasing rate of medical treatment and return to workplace of workers with industrial calamity. 5. We must consider Oriental Medical Health Examination as one way of health management program of workers, not as formality. 6. The advantage of Oriental Medical Health Examination can increase ability of individual health management in preventive medicine and the production in workers' health management.

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Study on Inhalation Toxicity of Halogen Compound Using Rats (랫드를 이용한 할로겐 화합물의 흡입독성 연구)

  • Kim, Hyeon Yeong;Yu, Il Je;Lim, Cheol Hong;Chung, Yong Hyun;Maeng, Seung Hee;Lee, Jun Yeon;Lee, Sung Bae;Han, Jung Hee;Lee, Jong Yun;Lee, Yong Mok
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.10 no.2
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    • pp.109-123
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    • 2000
  • Inhaled halogen compound was examined through micronucleus tests and toxicity tests using SD (Sprague-Dawley) rats with repeated dosages for six hours a day, five days a week, during four weeks. In four-week repeated exposure, no specific sign caused by the $CF_3I$ compound was observed on the clinical symptoms, body weight variation, feed consumption, and urinalysis data in the testing groups with reference to the control group. In hematological and biochemical blood tests of the testing groups, the significant, but in their normal ranges, value dependencies of glucose, aspartate aminotransferase, alanine aminotransferase and etc., on the halogen carbohydride concentration was observed. In histo-pathological tests, no specific lesion or concentration dependent change due to the $CF_3I$ compound dosage was observed in both sexes of the female and male in the tested animals. But, micronucleus tests on marrow cells extracted from the tested animals which were repeatedly exposed in the $CF_3I$ compound during four weeks, the frequencies of micronuclei were significantly increased dose-dependently compared to the control groups.

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Review and Perspectives on the Research and Industrial Applications of Manufacturing Systems Engineering in Korea for 40 Years (제조시스템공학 40년-정리와 전망)

  • Choi, Byoung Kyu;Han, Kwan Hee;Jun, Cha Soo;Lee, Chul Soo;Park, Sang Chul
    • Journal of Korean Institute of Industrial Engineers
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    • v.40 no.6
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    • pp.555-567
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    • 2014
  • Over 40 years, the domestic manufacturing industry of Korea played the vital role in creating national wealth, employment and innovation in its economy. In 2011, industrial products made up 99.7 percent of exports, and formed 31.2 percent of GDP. Given those facts, the research of manufacturing systems engineering for higher manufacturing efficiency and its industrial applications have been essential for Korea's economic growth. In this paper, for celebrating the 40th anniversary of the foundation of Korea institute of industrial engineers (KIIE), the research results and its industrial applications of KIIE are reviewed and summarized in the area of manufacturing systems engineering over past 40 years. Directions of future manufacturing system and the role of industrial engineers for our continuous economic growth are also mentioned.

Degradation Study of Organic TFTs under UV irradiation stress

  • Yan, Jing-Yi;Liao, Ko-Pin;Liao, Jin-Long;Chen, Liang-Hsiang;Lin, Mei-Ru;Lee, Tzu-Wei;Yeh, Shu-Tung;Cheng, Kung-You;Wu, Yen-Yu;Yu, Chien-Hsien;Lee, Yen-Ying;Ho, Jia-Chong
    • 한국정보디스플레이학회:학술대회논문집
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    • 2008.10a
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    • pp.226-227
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    • 2008
  • Pentacene based TFT showed a degraded mobility and saturation current (Ion) after exposure to the high energy ultraviolet (UV). In this article, we optimize the thickness of UV resisted layer on OTFT to restrain the degradation from protect layer deposition and study the UV aging effect of pentacene based TFT. The OTFT deivce with UV resisted layer could keep over 50% mobility after suffered UV $10^3J$.

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A Study on the Improvement Plan of Industrial Safety and Health Education for Industrial Disaster Prevention (산업재해예방을 위한 산업안전보건교육의 개선 방안에 관한 연구)

  • Lee, Seung-Ho;Jung, Do-Young;Lee, Young-Mee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.3
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    • pp.1069-1076
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    • 2012
  • This study is aimed to provide the basic data for improve plan of industrial safety and health education for industrial disaster prevention. The self-administered questionnaire were given to 167 manufacturing industry workers of 5 manufactural workplace in Kangwon province during the period from March 15th to April 15th, 2010. As a results, The rate of 76.6% in manufacturing industry workers have educational place for industrial safety and health education, but their industrial safety and health education was established in the workplace office, about 44.3%. Industrial safety and health education almost was done by means of lecture. Industrial safety and health education for manufacturing industry worker was done without thinking about general characteristics and kinds of work of manufacturing industry workers. The results of this study indicate that industrial safety and health education are needed to improve the problems. To improve the industrial safety and health education, it is necessary to be established industrial safety and health education thinking about general characteristics and kinds of work of workers.

A Study on the Institutional Supporting System for Forming Industrial Cluster in Large Area (광역적 산업클러스터 구축을 위한 제도적 지원체계 연구)

  • 권오혁
    • Journal of the Economic Geographical Society of Korea
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    • v.7 no.2
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    • pp.315-328
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    • 2004
  • After M. Porter proposed the concept of industrial cluster, a lot of academic papers and industry surveys have suggested that industrial cluster is the key factor to competitive edge and long-term economic growth. Industrial cluster is often defined as geographical concentrations of interconnected entities in a particular industrial field. And the agglomeration economy is regarded the key factor of developing the industrial clusters. The industrial clusters often have been growing over the territory of local governments. Therefor, the institutes supporting the industrial clusters and the companies in great-sphere level is required. The purpose of this paper is for comparing and analysing the institutes supporting the industrial clusters and the companies in great-sphere level including various local governments. As the result of this research, four types of the cooperative industrial supporting systems among various local governments are divided: 1. inducing foreign direct investment into domestic area by regional development agency, 2. co-developing research parks or industrial parks by some local governments, 3. taking regional industrial statistics and writing development strategies over the boundary of the local governments, 4. constructing internet portal sites networking the local companies, universities, research centers of the same industrial cluster.

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4.1' Flexible Organic Light Emitting Diodes Driven by Organic Thin-Film Transistors

  • Hu, Tarng-Shiang;Wang, Yi-Kai;Lin, Tsung-Hsien;Yan, Jing-Yi;Lee, Tzu-Wei;Yu, Chien-Hsien;Wen, Jiing-Fa;Kao, Chi-Jen;Chen, Liang-Hsiang;Shen, Yu-Yuan;Yeh, Shu-Tang;Tseng, Mei-Rurng;Wu, Po-Sheng;Ho, Jia-Chong;Lee, Cheng-Chung
    • 한국정보디스플레이학회:학술대회논문집
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    • 2006.08a
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    • pp.314-316
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    • 2006
  • In this paper, the plastic organic thin-film transistors (OTFTs) with $32{\ast}32$ array are presented. Flexible organic light emitting diodes (OLEDs) operated by OTFTs are fabricated with a novel lamination method and the results are also presented. OTFT pixels defined by photolithography, and pentacene deposited by thermal evaporation. Fabrication method and the performances of green PHOLEDs with high efficiency, stability, and electrical performance are discussed.

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A Study on the Development of Index System Evaluating the Location Suitability for the Future-Oriented New Industrial Complex (미래형 신산업단지의 입지적합성 평가지표체계 개발 연구)

  • Choi, Dae-Sik;Song, Young-Il;Kim, Tae-Gyun;Lee, Eun-Yeob;Lee, Hyeon-Joo
    • Journal of Korea Planning Association
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    • v.54 no.7
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    • pp.58-69
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    • 2019
  • This study suggested the necessity of introducing the future-oriented new industrial complex as a way to enhance the competitiveness of the industrial complex in response to the industrial ecosystem change caused by the 4th industrial revolution. To evaluate the location suitability for the new industrial complex, location indices were developed in this study. The flexibility of location and connectivity to neighboring areas of the future-oriented new industrial complexes were the focused subjects of this study. In-depth expert consultation and Delphi survey were conducted to construct an index system and to measure the indices. Afterwards, the AHP analysis was conducted to elucidate the weighting by indicators. As a result, the indicators of industrial innovation environment were the most important in the major category. In addition, the convenience of workers, especially urban environment, was analyzed as an important factor for success of the future-oriented new industrial complex. The indicators which are closely related to the concept and purpose of the future-oriented new industrial complex turned out to have the higher weight compared to other indicators. From the point of view of the developers of the industrial complexes or tenant companies, the implications for deriving suitable locations for development of industrial complexes among urban under-utilized sites are suggested. Furthermore, It is expected that the government will be able to apply the development system to stimulate the development of these new industrial complexes and to prepare guidelines for selecting locations.