• Title/Summary/Keyword: 작업자 상황인식

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A Study on Establishment Method of Smart Factory Dataset for Artificial Intelligence (인공지능형 스마트공장 데이터셋 구축 방법에 관한 연구)

  • Park, Youn-Soo;Lee, Sang-Deok;Choi, Jeong-Hun
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.5
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    • pp.203-208
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    • 2021
  • At the manufacturing site, workers have been operating by inputting materials into the manufacturing process and leaving input records according to the work instructions, but product LOT tracking has been not possible due to many omissions. Recently, it is being carried out as a system to automatically input materials using RFID-Tag. In particular, the initial automatic recognition rate was good at 97 percent by automatically generating input information through RACK (TAG) ID and RACK input time analysis, but the automatic recognition rate continues to decrease due to multi-material RACK, TAG loss, and new product input issues. It is expected that it will contribute to increasing speed and yield (normal product ratio) in the overall production process by improving automatic recognition rate and real-time monitoring through the establishment of artificial intelligent smart factory datasets.

An Evaluation of Working Postures for Musculoskeletal Disorders (근골격계질환에 대한 작업자세요인의 평가)

  • 배성규;박동현
    • Proceedings of the Safety Management and Science Conference
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    • 2002.05a
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    • pp.199-205
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    • 2002
  • 최근 산업안전/보건분야에서 누적외상성질환(Cumulative Trauma Disorders: CTDs)과 직업성요통(Low Back Injury)과 같은 근골격계질환은 산업현장에서 어렵지 않게 발견할 수 있는 신종 산업재해의 일종이다. 특히 미국의 경우, 발생건수와 그로 인한 인적/물적 손실이 급격하게 증가되고 있는 것으로 나타나고 있다. 그러나 미국과 같이 근골격계질환의 폐해를 일찌감치 인식하고 그 해결방안을 연구해온 나라들에서는 현재 환자관리 및 인간공학적인 기준 등을 포함하는 예방지침들이 잘 정착되어 있는 실정이다. 우리나라의 경우에는 작업환경 등의 조건과 상황이 미국과 같은 구미 선전국과 비숫하고, 특히 제조업의 생산체계가 그런 나라들과 매우 유사하여 근골격계질환의 발생과 그로 인한 인적/물적 손실이 적지 않을 것이라고 예상할 수 있지만 아직까지 CTDs에 대한 전반적인 이해가 부족하고, 정확한 실태가 파악되지 못하였으며, 따라서 체계적인 관리 대책 또한 마련되어있지 않은 실정이다. 본 조사에서는 서울 근교의 수송기계관련 사업장의 작업들에 대한 작업자세에 중심을 둔 인간공학평가를 통하여 조사 작업의 근골격계질환에 대한 상대적인 위험도, 위험요인 등을 파악하고, 그에 따른 개선 대책의 방향을 제시하고자 하였다. 특히, 각 부위별 위험점수와 부위별 증상호소율의 상환분석결과, 작업자 개인적 수준에서는 통계적으로 유의한 차는 없는 것으로 분석되었으나, 부서별로 분석한 결과, 작업시 주로 사용하는 오른쪽 상지의 경우, 오른쪽 어깨, 팔꿈치, 손목 순으로 통계적으로 유의하게 관련이 있는 것으로 나타났다. 즉 증상호소율과 해당 신체부위의 위험도 점수는 서로 정적(positive)한 관계에 있는 것으로 나타났고, 상지 중 주로 사용하는 오른쪽 부담의 위험도 자세 점수와 증상호소는 비교적 높은 상관관계에 있는 것으로 나타났다. 따라서 이와 같은 인간공학적 분석결과는 향후 인간공학적인 개선대책의 개발 뿐만 아니라 의학쪽에서 근골격계질환을 접근하는 초기단계에서 매우 유용한 역할을 할 수 있으리라 생각된다.

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Understanding and Applicability of Identity-in-practice Theory (실행 과정에서의 정체성 이론의 이해와 적용 방안)

  • Kim, Jong-Uk;Kim, Chan-Jong
    • Journal of The Korean Association For Science Education
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    • v.41 no.3
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    • pp.267-281
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    • 2021
  • The shift in the perspective on learning as participation draws attention to learners' identity work. This manuscript foregrounds the ongoing and fluid processes of identity, and focuses on the structure surrounding learners where identity work occurs and the expression of individual agency. From the perspective of learning as participation, we introduce Holland et al. (1998) identity-in-practice theory, as the theoretical lens that dialectically describes structure, agency and identity. The concepts representing this theory are 'figured world', 'positionality' and 'authoring self'. The figured world is a web of meaning encompassing the continuous construct/reconstruct through human actions and also exerts as the social force that shapes human actions. 'Positionality' on the other hand, means an understanding of one's social position in the world. The notion of 'authoring self', is a dimension that synthesizes the above two concepts, which describes the improvisation of one's self through the orchestration and collaboration of various social voices. Next, we analyzed and described various cases of this theory that we found within the scope of science education. However, due to the nature of this theory, which takes a sociocultural approach, international research studies cannot be simply applied to the Korean context. Therefore, we sought to expand the applicability of this theory as a methodological tool, by discussing the directions in which this theory can be used in a domestic context. It is intended that the introduction of this theory, which emphasizes multi-layered, continuous and cumulative identity work, will be used as a resource to further expand the horizon of science education reform that is required for the times.

The Optimal Implementation of Face Position Detection using Distance Transform (Distance Transform을 이용한 IR영상의 실시간 얼굴 위치 검출 최적화 알고리즘 구현)

  • Park, In-Chul;Kim, Seung-Mi;Ryu, Hyun-Ki;Lee, Heng-Suk
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06a
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    • pp.191-193
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    • 2012
  • 본 논문은 차량용 스마트에어백 시스템이 탑승자의 머리 위치를 파악하여 지능적으로 에어백을 전개하도록 돕기 위한 얼굴 위치 검출 알고리즘을 제안한다. 차량용 임베디드 시스템은 한정된 자원에서 기능을 동작시키기 때문에 여러 가지 구현상 제한 조건들이 존재한다. 이러한 제한 조건들을 만족시키기 위해 알고리즘의 경량화 및 최적화 작업이 수반 되어져야한다. 제안하는 알고리즘에서는 이진화된 오브젝트에 거리변환(Distance Transform)을 사용하여 사람의 형태학적 모양을 분석/판단한다. 그리하여 얼굴의 위치를 검출하는 방법이다. 여러 가지 배경 상황에 관계없이 사람의 형태학적 모습을 이용하므로 사람 형태 검출에 용이하다. 설계된 알고리즘은 TI사의 TMS320DM6437 EVM 보드에서 구현하였고 구현 결과 제안한 알고리즘이 IR 영상에서 높은 인식률 및 빠른 처리 속도를 보임을 확인할 수 있었다.

A Study on the Experience of Non-face-to-face Lecture by College Freshmen Using Focus Group Interview (포커스 그룹 인터뷰를 활용한 대학 신입생들의 비대면 강의 경험에 대한 연구)

  • Kang, Jin-Ho;Son, Sung-Min;Han, Sueng-Tae
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.7
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    • pp.397-408
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    • 2020
  • This study conducted a focus group interview with 15 college freshman from J college to find out their experiences in non-face-to-face lectures with COVID-19. The contents of the interview were recorded and conducted, and the meaning was analyzed according to the focus group interview procedure through repeated listening. Components were 'Operation of non-face-to-face lectures in unprepared situations', 'Loss of orientation in lectures and departure from learning', 'One way listening', 'The convenience of taking a lectures'. The experience of 'Operating non-face-to-face lectures in unprepared situations' included the start of mixed non-face-to-face lectures, cumbersome and inconvenient online systems, and the demand for tuition refunds. The experience of 'Loss of orientation in lectures and departure from learning' has experienced difficulty in concentrating on lectures, Deficiency in the degree of recognition of learning content, and burden of assignments and exams. The experience of 'One way listening' has experienced lack of interaction between professors and learners and non reflection of liveliness in the field. Finally, participants experienced satisfaction with being able to lectures and repeat lectures at anytime and anywhere they wanted with the convenience of taking lectures. Based on this study, participants called for improvements in the quality lecture contents and interaction between professors and learners, and it is thought that universities will need administrative and financial support and education design and system construction to construct high-quality lecture contents.

Biomimetic approach object detection sensors using multiple imaging (다중 영상을 이용한 생체모방형 물체 접근 감지 센서)

  • Choi, Myoung Hoon;Kim, Min;Jeong, Jae-Hoon;Park, Won-Hyeon;Lee, Dong Heon;Byun, Gi-Sik;Kim, Gwan-Hyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2016.05a
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    • pp.91-93
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    • 2016
  • From the 2-D image extracting three-dimensional information as the latter is in the bilateral sibeop using two camera method and when using a monocular camera as a very important step generally as "stereo vision". There in today's CCTV and automatic object tracking system used in many medium much to know the site conditions or work developed more clearly by using a stereo camera that mimics the eyes of humans to maximize the efficiency of avoidance / control start and multiple jobs can do. Object tracking system of the existing 2D image will have but can not recognize the distance to the transition could not be recognized by the observer display using a parallax of a stereo image, and the object can be more effectively controlled.

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A Case Study on the class of Using PBL (PBL을 활용한 <문화와 철학의 이해> 수업 사례 연구)

  • Park, Hae Rang
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.4
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    • pp.435-440
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    • 2021
  • This study examines the effectiveness of the study through a case of PBL (problem-based learning) class conducted in a balanced culture course called at 00 - University in the second semester of 2020. The effects we can achieve through learning are as follows: First, problem-based learning (PBL) has sufficient active interaction between the teacher and the learner. Second, PBL learning can actively utilize various problems that fit the characteristics of the subject and actively utilize the process of role sharing and collaboration. Third, critical perceptions of problem situations can be extended. The limitations identified in this class case are, first, the nature of the subject, "Understanding Culture and Philosophy," which makes it possible to discuss the global cultural phenomenon, but it should be discussed in terms of philosophy. Second, it is not easy to work as a team on non-face-to-face online.

Image Processing System based on Deep Learning for Safety of Heat Treatment Equipment (열처리 장비의 Safety를 위한 딥러닝 기반 영상처리 시스템)

  • Lee, Jeong-Hoon;Lee, Ro-Woon;Hong, Seung-Taek;Kim, Young-Gon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.20 no.6
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    • pp.77-83
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    • 2020
  • The heat treatment facility is in a situation where the scope of application of the remote IOT system is expanding due to the harsh environment caused by high heat and long working hours among the root industries. In this heat treatment process environment, the IOT middleware is required to play a pivotal role in interpreting, managing and controlling data information of IoT devices (sensors, etc.). Until now, the system controlled by the heat treatment remotely was operated with the command of the operator's batch system without overall monitoring of the site situation. However, for the safety and precise control of the heat treatment facility, it is necessary to control various sensors and recognize the surrounding work environment. As a solution to this, the heat treatment safety support system presented in this paper proposes a support system that can detect the access of the work manpower to the heat treatment furnace through thermal image detection and operate safely when ordering work from a remote location. In addition, an OPEN CV-based deterioration analysis system using DNN deep learning network was constructed for faster and more accurate recognition than general fixed hot spot monitoring-based thermal image analysis. Through this, we would like to propose a system that can be used universally in the heat treatment environment and support the safety management specialized in the heat treatment industry.

A Study on Effect Analysis that Employment Permit System affects Construction Field (고용허가제 도입이 건설현장에 미치는 엉힝에 관한 연구 -전문건설업체를 중심으로-)

  • Kim Young-Jun;Park Kyoung-Ho;Kim Jae-Jun
    • Korean Journal of Construction Engineering and Management
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    • v.6 no.3 s.25
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    • pp.61-71
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    • 2005
  • The number of domestic foreign worker increased rapidly In the 90s, and Domestic foreigner worker occupied important position in the various manufacturing industries or 3D types of business. In these situation, Government had kept policy that import foreigner worker through system for industrial technology trainee. Distinction and outrage about foreign worker who have ambiguous social position made many place of business seceders. At August,2004 a new introduced employment permit system has great significance that has fundamentally and drastically changed current foreign immigrant policy from the basis. Introduction of Employment permit system is expected to affect much effects to construction industry as well as manufacturing industry and service industry. In this research, with foreign worker and information of employment permit system investigated personnel expenses, work quality and attitude, labor power supply and demand, communication to affect in construction field at employment permit system through questionnaire with field administrators. This research will remove a side effect in construction industry through administrators' awareness and wish to present confrontation way.

A Study on the Smoothing Methods of Manpower Supply of Coal Mining Firms in Taebaeg City Area (태백지역(太白地域) 탄광업체(炭鑛業體)의 인력난(人力難) 해소방안(解消方案)에 관한 연구(硏究))

  • Seong, Har-Sang
    • Korean Business Review
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    • v.5
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    • pp.31-65
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    • 1992
  • 석탄산업은 서민생활보호와 에너지 안보 등 국가정책 목표달성을 위하여 매우 중요한 역할을 하고 있다. 또한 태백지역의 경우에는 석탄산업의 존립이 지역사회의 생존과 직결되고 있어서 이의 활성화가 매우 긴요하다. 그러나 석탄산업은 작업환경이 나쁘고 임금수준 등의 제반 여건이 좋지 않고, 사양산업이라는 인식이 만연되어 있는 관계로 근로자들의 이직율이 높고 신규인력의 유입율도 낮아서 탄광의 운영에 커다란 애로요인으로 등장하고 있다. 본 연구는 이러한 상황에 직면해 있는 태백지역 탄광업체의 인력난을 해결해 보기 위하여 탄광근로자들을 대상으로 설문지를 배포하고 이를 분석하여 그 해결책을 모색해 보고자 했다. 이를 위해서 경로분석과 이원분산분석을 통해서 이직요인을 발견하고 이를 위한 다각적인 대응방안을 구상해 보았다. 연구결과 태백지역 인력난을 완화시키고 노동인력의 정착성을 제고시키기 위해서는 1) 기업내적(企業內的)인 방안(方案)으로 근로생활의 보람(quality of working life) 조성, 기업문화의 조성, 임금제도의 개선과 생산성 향상, 후생복지시설의 개선, 내부적 제도의 개선과 회사운영의 공개, 대외적 홍보, 2) 정부(政府)의 지원방안(支援方案)과 논의사항(論議事項)으로 석탄산업에 대한 재정적 지원, 소비성 서비스업에 대한 노동력 유출억제, 교육여건의 개선 그리고 해외광원수입에 관한 문제는 장애요인이 많으므로 가능한 신중한 검토가 수반되어야 한다는 것 등을 고려할 수 있을 것으로 사료된다.

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