• 제목/요약/키워드: Manufacturing worker

검색결과 292건 처리시간 0.029초

Mask R-CNN과 Dense-Net을 이용한 제조 현장에서의 작업자 행동 추출 (Extraction of Worker Behavior at Manufacturing Site using Mask R-CNN and Dense-Net)

  • 리타 리자얀티;황민태;진교홍
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.150-153
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    • 2022
  • 본 논문은 작업자와 객체들이 서로 혼재되어 있는 제조 현장에서 Mask R-CNN을 이용해 객체들을 탐지한 후 이를 Dense-Net을 통해 객체 형상을 자동으로 추출하는 기술을 담고 있다. 이는 맞춤형 공장 데이터 세트를 기반으로 하며, 대상이 되는 객체는 작업자, 기계, 도구, 컨트롤 박스 및 제품들이다. Mask R-CNN은 이미 잘 알려진 객체 인식 방식으로서 다중 객체 인식을 지원하며, Dense-Net은 중첩된 객체들로 부터 개별 객체를 추출하는 데 탁월한 효과를 보여준다. 이러한 두 가지 기술을 이용한 기초구현 결과 제조 현장 모습에서 객체들을 정상적으로 추출해 이미지를 설명할 수 있으며, 향후 객체에 대한 레이블링과 객체 간의 상호 관계를 추가해 작업자의 이상 행동을 감지하는 용도로 활용할 계획이다.

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중소제조 업체의 표준시간 산정을 위한 시간연구의 적용 (Applications of the Time Study to Establish Standard Times for a Small-Sized Manufacturing Company)

  • 기도형;고현정;이대주
    • 산업공학
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    • 제10권2호
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    • pp.115-125
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    • 1997
  • The main purpose of this study is to establish standard times of several manufacturing processes in a small-sized manufacturing company located in Taegu. This company produces two types of products; single parts and part assemblies of bicycles. Due to lack of the standards on daily or hourly production volumes, the production manager could not assign workers daily production volume at the start of production, and could not exercise tight supervision. The standard times established in this study were much less than the average production times found in the daily production report. Based on these standard times, we calculated the number of machines that a worker can operate properly without bringing overload on him, and established a line balanced production system in each manufacturing process to minimize work-in-process inventory.

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UV 레이저 어블레이션과 상변화 충진을 이용한 3차원 마이크로 부품의 쾌속 제작 (Rapid Manufacturing of 3D Micro Products by UV Laser Ablation and Phase Change Filling)

  • 신보성;김재구;장원석;황경현
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.26-29
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    • 2003
  • UV laser micromachining are generally used to create microstructures for micro product through a sequence of lithography-based photopatterning steps. However, the micromachining process is not suitable for the rapid realization of complex microscale 3D product because it depends on worker experiences, excessive cost and time to make many masks. In this paper, the more effective micro rapid manufacturing process, which is developed upon the base of laser micromachining. is proposed to fabricate micro products directly using UV laser ablation and phase change filling. The filling process is useful to hold the micro product during the next ablation step. The proposed micro rapid manufacturing process is also proven experimentally that enables to fabricate the 3D microscale products of UV sensitive polymer from 3D CAD data to functional micro parts.

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UV 레이저 어블레이션과 상변화 충진을 이용한 3차원 마이크로 부품의 쾌속 제작 (Rapid Manufacturing of 3D Micro Products by UV Laser Ablation and Phase Change Filling)

  • 신보성;김재구;장원석;황경현
    • 한국정밀공학회지
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    • 제22권11호
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    • pp.196-201
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    • 2005
  • UV laser micromachining are generally used to create microstructures for micro product through a sequence of lithography-based photopatterning steps. However, the micromachining process is not suitable for the rapid realization of complex 3D micro product because it depends on worker experiences, excessive cost and time to make many masks. In this paper, the more effective micro rapid manufacturing process, which is developed upon the base of laser micromachining, is proposed to fabricate micro products directly using UV laser ablation and phase change filling. The filling process is useful to hold the micro product during the next ablation step. The proposed micro rapid manufacturing process is also proven experimentally that enables to fabricate the 3D micro products of UV sensitive polymer from 3D CAD data to functional micro parts.

중소 제조업체의 생산정보 관리시스템을 위한 IOCP 기반 서버 (A IOCP-based Server for Product Information Management System of Small and Medium Size Manufacturing Companies)

  • 임성락;송기석
    • Journal of Information Technology Applications and Management
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    • 제14권4호
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    • pp.31-41
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    • 2007
  • In order to keep global competitiveness, most of small and medium size manufacturing companies require to equip a product information management system which collects and analyzes the data generated at the manufacturing lines and then provides information for manager or worker to make a decision. However, these companies have a cost problem for adopting the enterprise resource planning system mostly used in large companies. To overcome this problem, we suggest an IOCP-based server for the product information management system suitable for small and medium size manufacturing companies. The basic concept of suggested server is that it is possible to process concurrently the connection requests coming from data collector and client by using the facility of asynchronous notification of OS and protect a server against overload by using the thread pool.

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생산직 남성 근로자의 스트레스와 대처유형 (Stress and Coping of Manufacturing Male Workers)

  • 최혜선;김숙영;안혜영;김덕희
    • 한국직업건강간호학회지
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    • 제16권2호
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    • pp.109-118
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    • 2007
  • Purpose: The purpose of this study was to identify stress and coping patterns of manufacturing male workers. Method: Data were collected from 215 manufacturing male workers and analyzed by SPSS WIN 12.0 Results: The total job stress score was 41.41 and the mean of the daily hassles score was 1.60. Related to the coping type, direct-active coping was the highest among four types of coping. Indirect-active coping was the second, followed by direct-passive coping and indirect-passive coping. Job stress score and daily hassles score were highly correlated by passive coping types. Conclusion: Occupational health management program including coping strategy is required to relieve workers' stress.

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The Trend of Occupational Injuries in Korea from 2001 to 2010

  • Rhee, Kyung Yong;Choe, Seong Weon;Kim, Young Sun;Koo, Kwon Ho
    • Safety and Health at Work
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    • 제4권1호
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    • pp.63-70
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    • 2013
  • Objectives: This study is planned to assess the trend of occupational injuries in Korea from 2001 to 2010. Methods: Ten years of occupational injuries, from 2001 to 2010, were analyzed in order to investigate the changing profiles according to the various characteristics of injuries; economic sectors, age of the injured, and type of injuries. The changing profile of occupational injuries was investigated by comparison with an index-created relative value based on the number of cases of reference category. Results: The fatalities of construction, forest, agriculture, and service show the increasing trend. The nonfatal occupational injuries of the manufacturing sector were higher than those of other sectors in every year but the fatal occupational injuries of construction workers were higher than those of the manufacturing sector. Occupational injuries occurring due to amputation and those of slip and trip increased. The number of occupational injuries for the worker groups of 24 years old and below decreased and 45 years old and above increased. In comparison to the figure of fall from height, the figures of slip and trip or caught in equipment are higher in every calendar year. Conclusion: This study find out construction, forest, agriculture, and service sectors, aged worker with 45 years old and over can be target population for the strategies of occupational safety.

Research on the Quality of Employment Centered on Information Communication Technology Industry

  • Jeong, Soon Ki;Ahn, Jong Chang
    • International Journal of Internet, Broadcasting and Communication
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    • 제12권4호
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    • pp.238-247
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    • 2020
  • This study has a purpose to analyze quantitatively whether ICT industry provides the qualitative indicator of employment to attract excellent human resources. We investigate the relationships of labor market conditions among ICT manufacturing, non-ICT manufacturing, ICT services, non-ICT services. Therefore, the quantitative and qualitative indicators of employment (wages, working hours, admission and turnover, involuntary retirement, and the duration years of job) are analyzed for the ICT industry and IT workers. In order to quantitatively analyze qualitative indicators such as employment status and longevity, we used employment statistics. In order to compensate for the limitations of employment insurance data, the comparison analysis with the survey data of economically active population of the National Statistical Office was conducted. As a result of this research, ICT service industry has to improve the working conditions of employees and establish an ecosystem for a lifelong career base to grow as a specialist, need to pursue an investigation for ICT worker career shift, and promote standard labor contracts. In addition, protection of employees, ICT-related job vision and social respect have to be perused.

생산기반기술 디지털화를 위한 지식공유형 플랫폼 개발: 전자패키지 표면실장기술을 중심으로 (Development of Knowledge Sharing Platform for Digitization of Surface Mount Technology)

  • 배성민;손수현;권상현;이효수;허영무;강문진;유세훈
    • 마이크로전자및패키징학회지
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    • 제18권1호
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    • pp.1-5
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    • 2011
  • In this paper, we introduce knowledge sharing platform for production technology. Surface mount technology (SMT) is one of the important production technologies to fabricate electronic devices. The production technology of the SMT, however, has been propagated from an experienced worker to an inexperienced worker in a manufacturing field. The objective of the knowledge sharing platform is to convert the production experiences like a solder printing knowhow into quantitative values, to construct the database of the process technologies, and to share the technologies systematically via web portal service. In addition, the knowledge sharing platform contains the total production process of mobile products, the information of experts and facilities, and recent R&D output. In this manner, the knowledge sharing platform for production technology could strengthen the technological competitiveness of small and medium manufacturing companies in Korea.

Rules of Three Untrained Workers' Assignment Optimization in Reset Limited-Cycled Model with Multiple Periods

  • Song, Peiya;Kong, Xianda;Yamamoto, Hisashi;Sun, Jing;Matsui, Masayuki
    • Industrial Engineering and Management Systems
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    • 제14권4호
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    • pp.372-378
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    • 2015
  • In labor-intensive enterprise, such as garment factory, assembly line is widely used as a manufacturing process for reducing costs and production time. However, for the sake of the various working capacity of worker, idle or delay may happen and influence the rear processes. If these unforeseeable delay happened continuously, it may influence the whole manufacturing process and a model, which is called limited-cycle model with multiple periods (LCMwMP), is assumed to evaluate the influence risk. In order to minimize the risk, the assignment of the workers is focused on. In this paper, we deal with an assembly line as LCMwMP model when two kinds of workers exist, whose efficiency is assumed to two different groups. We consider an optimization problem for finding an assignment of workers to the line that minimizes total expected risk, which is exchanged to expected cost by reset model of LCMwMP. First, reset model as a simple model of LCMwMP is introduced. Then, some hypotheses of the rules of the optimal worker assignment are proposed and some numerical experiments are researched assuming the processing time as Erlang distribution. Finally, the other rules on other certain conditions are discussed.