• 제목/요약/키워드: Auto industry

검색결과 348건 처리시간 0.078초

실시간 공정 모니터링을 통한 제품 품질 예측 모델 개발 (A Product Quality Prediction Model Using Real-Time Process Monitoring in Manufacturing Supply Chain)

  • 오영광;박해승;유아름;김남훈;김영학;김동철;최진욱;윤성호;양희종
    • 대한산업공학회지
    • /
    • 제39권4호
    • /
    • pp.271-277
    • /
    • 2013
  • In spite of the emphasis on quality control in auto-industry, most of subcontract enterprises still lack a systematic in-process quality monitoring system for predicting the product/part quality for their customers. While their manufacturing processes have been getting automated and computer-controlled ever, there still exist many uncertain parameters and the process controls still rely on empirical works by a few skilled operators and quality experts. In this paper, a real-time product quality monitoring system for auto-manufacturing industry is presented to provide the systematic method of predicting product qualities from real-time production data. The proposed framework consists of a product quality ontology model for complex manufacturing supply chain environments, and a real-time quality prediction tool using support vector machine algorithm that enables the quality monitoring system to classify the product quality patterns from the in-process production data. A door trim production example is illustrated to verify the proposed quality prediction model.

양돈산업에 있어서 유비쿼터스 환경에서 온도 및 하중 센서에 의한 자동 분만 알림 시스템 개발 (Auto Dispatch Device of Parturition Beginning Signal by Temperature and a Load Sensor at Ubiquitous Circumstance in Pig Industry)

  • 이장희;백순화;연승호
    • Reproductive and Developmental Biology
    • /
    • 제33권3호
    • /
    • pp.139-146
    • /
    • 2009
  • This study tried to develop the system (device) that automatically notify a manager of condition just before and after farrowing to extend ubiquitous-based technology and to increase efficiency of delivery care and productivity by reducing human labor and time on standby when farrowing management is done in the difficult and hard working environment of farrowing such as night or holidays in field sand especially in pig industry. In this test, selected 10 gilts were executed timed artificial insemination and were set up each temperature sensor and load sensor to them 3 days before the estimated farrowing day and were observed the farrowing situation. This study was embodied the NESPOT-based (KT Corporation) monitoring system, the system to transmit data in real time by utilization of wireless LAN and the sensor module to apply the ubiquitous environment to them. And this study was observed the situation to automatically notify situations of 10 gilts that first bore just before and after farrowing. The result obtained the farrowing situations of them in real time by setup of the NESPOT-based monitoring system to check farrowing situation directly is as follow. The average time of the automatic notice about situation just before farrowing by the temperature sensor was 27.5 minutes before the beginning of farrowing (the expulsion time of a piglet). 6 of 8 pregnant gilts that first bore automatically were notified situations just before farrowing and the temperature sensors inserted into 2 ones before farrowing were omitted. (The automatic notice rate 75%) The average time of the automatic notice of situation just after farrowing by the load sensor was taken 46.5 minutes after the beginning of farrowing (the expulsion time of a first piglet). The average gestation period of 8 ones that first bore and were tested by the automatic notice of farrowing situation was 115.6 days. This result found that the automatic farrowing notice system by the temperature sensor is more efficient than the load sensor as the automatic farrowing alarm device and sanitary treatment and improvement of the omission rate were required.

인공지능을 활용한 AI 예술 창작도구 사례 연구 (Case study of AI art generator using artificial intelligence)

  • 정지윤
    • 트랜스-
    • /
    • 제13권
    • /
    • pp.117-140
    • /
    • 2022
  • 최근 인공지능 기술은 산업전반에 걸쳐서 활용되고 있다. 현재 예술 창작도구는 NFT 산업에서 사용되고 있으며, 이를 활용한 작품이 전시, 판매되기도 하였다. 미술 분야의 창작도구는 Gerated Photos, Google Deep Dream, Skech-RNN, Auto draw가 있으며, 음악분야의 인공지능 창작도구는 Beat Blender, Google Doodle Bach, AIVA, Duet, Neural Synth 등이 있다. 인공지능 예술 창작도구의 특징은 다음과 같다. 첫째, 예술분야 인공지능 창작도구는 기존의 작품 데이터를 바탕으로 새로운 작품을 창작하는 데에 활용되고 있다. 둘째, 창작 결과물을 빠르고 신속하게 도출하여 창작자에게 아이디어를 제공하거나, 창작 재료를 다양하게 구현해 볼 수 있다. 향후 인공지능 창작물은 인공지능 기술이 미술, 영상, 문학, 음악 등 콘텐츠 기획 및 제작에 많은 영향을 끼칠 것이다.

세척 용액 및 세척 방법이 3D 프린팅 임시수복용 레진의 굴곡강도에 미치는 영향 (Effect of Washing Solvent and Washing Method on Flexural Strength of 3D-Printed Temporary Resin Material)

  • 김해봄;최재원
    • 한국산업융합학회 논문집
    • /
    • 제27권2_2호
    • /
    • pp.389-395
    • /
    • 2024
  • The purpose of this study was to evaluate the effect of different washing solvents and washing methods on the flexural strength of 3D printed temporary resin. A bar(25 × 2 × 2 mm) was produced with a layer thickness of 50 ㎛ using an LCD-type 3D printer and divided into 15 groups(n = 10, each) according to washing solution(IPA; 99% isopropyl alcohol, TPM; 93% Tripropylene glycol monomethylether, ETL; Ethanol, TWC; Twin 3D Cleaner, and DNC; DIO navi Cleaner) and washing method(Dip; Dip washing, Ultra; Ultrasonic washing, and Auto; Automated washing). All groups were washed for 5 minutes, and post-cured for 5 minutes using a UV LED light curing machine. The Flexural strength was measured using a three-point bending test using a universal testing machine. For statistical analysis, one-way ANOVA, Tukey HSD post hoc test, Kruskal-Wallis test and post-hoc by Bonferroni-Dunn test(𝛼=.05) were performed depending on whether the normality test was satisfied. In all washing solvents except TPM and DNC, the Dip group showed the lowest flexural strength values, while the Auto group showed the highest flexural strength values except for DNC. Additionally, the washing solution showed completely different flexural strength values depending on the washing method.

공리적설계를 이용한 휴대폰 슬라이드 기구의 스파이럴 스프링 설계 (Design of Spiral Spring in Sliding Mechanism for Mobile Phones Using Axiomatic Design)

  • 황은하;한덕희
    • 한국산업융합학회 논문집
    • /
    • 제10권3호
    • /
    • pp.171-177
    • /
    • 2007
  • It is well known that mobile phones have been a indispensable communication tool for human life. The spiral springs are used as the main component of the semi-auto sliding mechanism of mobile phones. The characteristic of axiomatic approach is scientific and analytical method, and axiomatic approach is different from other design methods in offering the systematic method at an early stage of design. The axiomatic approach could determine design parameter and arrange the order of design and estimate the optimum design in good order. In axiomatic approach, the composition is divided by customer requirement, functional requirement, design parameter, and design matrix in large portion. This paper presents design in sliding mechanism for mobile phones by finite element method and axiomatic design.

  • PDF

사이징과 고해에 따른 종이의 열화기구(제1보)- 사이징의 영향 - (Deterioration Mechanism of Paper according to Sizing and Beating(I)-Influences of Sizing-)

  • 김봉용
    • 펄프종이기술
    • /
    • 제30권2호
    • /
    • pp.24-29
    • /
    • 1998
  • This study was carried out in order to elucidate the deterioration mechanism of paper according to various sizing chemicals. No additive paper and four kinds of papers containing rosin-alum, alum only, alkylketene dimer(AKD)-cation polymer and cation polymer only were treated by UV light to study changes of water-resistant, optical and mechanical properties from the view points of natural deterioration of paper. Since rosin chemicals have UV absorption at the relatively long wavelength region, rosins are degraded to form hydrophilic groups such as carboxylic acid from their double bonds by UV treatments. These phenomena caused the decreasing of sizing degree and wetting time in case of rosin-sized paper, while the UV treatments brought about the slight increase of wetting time in rosin-free papers such as no additive, alum and kymene only paper owing to the auto-sizing effect. Optical properties were primarily influenced by sizing chemicals. Rosin-sized paper showed lower brightness after UV and near UV treatment because of its UV instability.

  • PDF

자동차 부품 업체를 위한 생산정보시스템의 개발 사례 (Development of Production Information System for An Auto-parts Industry)

  • 소영섭;정병호;허은영;이해영;조영호;김정수
    • 산업공학
    • /
    • 제9권2호
    • /
    • pp.159-171
    • /
    • 1996
  • In recent, most'of automobile industries adopt the concept of JIT production. According to the concept, the paternal manufacturers require their suppliers to supply parts just in time, so it is very important for a subcontractor to produce the parts in the appointed time of delivery. This study develops a production information system for Woosin Industry, which is one of such subcontractors of Hyundai Motors Company(HMC). The system is developed for use in Client/Server environment. In this study, the following three modules are developed, i. e., the production scheduling module, the sales management module to deal with the information about orders of HMC, delivery of parts, and bill collecting, and the module for supporting material requirements planning and purchase of material.

  • PDF

다중 SNS 채널 자동 스트리밍 서버의 RELAY 모듈 설계 (The RELAY Module Design of Multi SNS Channel Auto Streaming Server)

  • 안희학;이대식
    • 디지털산업정보학회논문지
    • /
    • 제13권4호
    • /
    • pp.213-219
    • /
    • 2017
  • Streaming server is that an image produced in real time or a file form of image produced ahead consists of SNS service, and the relay module of streaming server includes output management module that set an output channel more than 2 and control transmission of video content. This thesis intends to suggest how to stream through plural output channel that contains output channel of external streaming server using relay module and do streaming provided to terminal receiving image, and streaming server, streaming system for this. Thus, by extending output channel sending out image to output channel of external streaming server, the scale of streaming server is not limited and the process allotting external streaming server into output channel sending the image becomes simple, so management of output channel becomes efficient even when sending several images.

Study on Hazard of Biodiesel

  • Koseki, Hiroshi;Lim, Woo-Sub;Iwata, Yusaku
    • International Journal of Safety
    • /
    • 제11권1호
    • /
    • pp.11-14
    • /
    • 2012
  • Hazard of Biodiesel (BDF) was studied. Biodiesel is a name for a variety of ester-based fuel made from vegetable oils. Recently importance of biodiesel is increasing, and its fires were sometimes reported. Therefore we studied on hazard of biodiesel comparing (petroleum) diesel oil and vegetable oil, raw materials of biodiesel. We found that biodiesel is auto-oxidized easily and ignites, and its flash point decreases when even small amount of methanol exists. And there are various raw materials to manufacture biodiesel, so we studied the difference of these materials, and their aging on safety.

헬리컬 기어의 최적 설계 프로그램 개발 및 3차원 모델링 (Development of the Optimal Design Program and the 3-D Modeling for the Helical Gear)

  • 곽재섭;정성원
    • 한국산업융합학회 논문집
    • /
    • 제3권2호
    • /
    • pp.107-114
    • /
    • 2000
  • Recently the studies on the vibration and the noise of a helical gear transmission have been focused on the many researchers. The manufacturing error and the deformation of the tooth profile, which generates the vibration and the noise of the gear transmission, are main factors. The major purpose of this study is to develop an optimal design program for reducing the vibration and the noise of the helical gear. To obtain the these results, we restrain the helical gear from the deformation of the tooth profile and increase the contact ratio within the optimal design program. Furthermore we made the three-dimensional solid modeling of the helical gear from the AutoCAD and the Pro/Engineer. This model will be available to generate the finite element model and the NC code.

  • PDF