• 제목/요약/키워드: Smart Industrial Technology

검색결과 1,064건 처리시간 0.03초

Optimization of VIGA Process Parameters for Power Characteristics of Fe-Si-Al-P Soft Magnetic Alloy using Machine Learning

  • Sung-Min, Kim;Eun-Ji, Cha;Do-Hun, Kwon;Sung-Uk, Hong;Yeon-Joo, Lee;Seok-Jae, Lee;Kee-Ahn, Lee;Hwi-Jun, Kim
    • 한국분말재료학회지
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    • 제29권6호
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    • pp.459-467
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    • 2022
  • Soft magnetic powder materials are used throughout industries such as motors and power converters. When manufacturing Fe-based soft magnetic composites, the size and shape of the soft magnetic powder and the microstructure in the powder are closely related to the magnetic properties. In this study, Fe-Si-Al-P alloy powders were manufactured using various manufacturing process parameter sets, and the process parameters of the vacuum induction melt gas atomization process were set as melt temperature, atomization gas pressure, and gas flow rate. Process variable data that records are converted into 6 types of data for each powder recovery section. Process variable data that recorded minute changes were converted into 6 types of data and used as input variables. As output variables, a total of 6 types were designated by measuring the particle size, flowability, apparent density, and sphericity of the manufactured powders according to the process variable conditions. The sensitivity of the input and output variables was analyzed through the Pearson correlation coefficient, and a total of 6 powder characteristics were analyzed by artificial neural network model. The prediction results were compared with the results through linear regression analysis and response surface methodology, respectively.

스퍼 기어의 유한요소해석 조건에 따른 전달 오차 경향성 분석 (Analysis of the Transmission Error of Spur Gears Depending on the Finite Element Analysis Condition)

  • 김재승;손종현;김민근;이근호;김수철
    • 한국전산구조공학회논문집
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    • 제36권2호
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    • pp.121-130
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    • 2023
  • 기어의 구조 안정성 및 치물림 성능을 분석하기 위하여 유한요소해석이 널리 사용된다. 본 연구에서는 스퍼 기어의 유한요소 모델링 조건이 해석 결과 및 간소화 효과에 미치는 영향을 분석하였다. 기어 구조 해석의 간소화 방법으로 기어 몸체 및 잇수 간소화, 요소망 생성 방식, 접촉 및 마찰 조건, 해석 조건 등을 선정하였다. 기어의 성능해석 지표로써 1주기의 기어 치물림 사이클 동안의 정전달 오차를 계산하였고, 간소화 지표로써 해석 소요 시간을 측정하였다. 유한요소해석을 통해 치물림 주기에 따른 접촉 응력 분포 및 변화 양상을 확인하였다. 모델링 조건에 따라 최대 전달 오차와 해석 소요 시간에 차이를 확인하고 원인을 분석하였다.

실부하 적용을 통한 농용 트랙터 변속기 해석 (Analysis of Agricultural Tractor Transmission using Actual Farm Workload)

  • 김정길;박진선;최규정;이동근;신민석;오주영;남주석
    • 한국기계가공학회지
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    • 제19권11호
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    • pp.42-48
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    • 2020
  • The agricultural tractor is a multi-purpose vehicle, which is frequently used in the agricultural field. It must be highly reliable in terms of human safety. Design and analysis of agricultural tractors must be performed using actual agricultural workload to maintain high reliability. Additionally, the frequency with which various components and systems are used must also be taken into consideration. In this study, a tractor is built to measure its workload in the actual field. Further, the measured load was analyzed for various farming tasks. The range of ratios of consumed power to engine power was measured to be 42.6%-87.2%, 75.1%-97%, 26.5%-59.2% for a plow, rotary, and harvest tasks, respectively. The results were fed into a transmission simulation model to analyze the strength and life of the transmission components. We conclude that a more reliable product can be constructed by incorporating the transmission analyses using the actual load.

Using TRIZ Techniques to New Product Function Development of Smart Phones

  • Chen, Long-Sheng;Chen, Shih-Hsun
    • Industrial Engineering and Management Systems
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    • 제10권3호
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    • pp.179-184
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    • 2011
  • Recently, the fast development of communication technologies has brought a great convince for human beings' life. Lots of commercial services and transactions can be done by using mobile communication equipments such as smart phones. Consequently, smart phones have attracted lots of companies to invest them for their potential growth of market. Compared with basic feature phone, a smart phone can offer more advanced computing ability and connectivity. However, based on the responses of customers, there still are many defectives such as not friendly and smooth operation, short standby time of batteries, threat of virus infected and so on needed to be improved. Therefore, this study will propose a product innovative function development procedure into TRIZ (theory of inventive problem solving) to transform voice of customers into product design and to create novel functions, respectively. A case study of smart phones will be provided to illustrate the effectiveness of the proposed method.

스마트팩토리 구축전략과 중소.중견 제조기업의 적용 방안 (Strategies of smart factory building and Application of small & medium-sized manufacturing enterprises)

  • 박종식;강경식
    • 대한안전경영과학회지
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    • 제19권1호
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    • pp.227-236
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    • 2017
  • Smart Manufacturing Factory is a paradigm of the future lead to the fourth industrial revolution that led Germany and the United States. Now the automation of the production facility and won a certain degree, and through the process of integrating the entire process, including planning, design, distribution of information and communication technology products in emerging as a core competitiveness of the national economy. In particular, the company accelerated the smart factory building in order to improve the manufacturing industry, cost savings and productivity simply to incorporate internet of things(IoT),Robot, artificial intelligence, big data technology as a factory automation level of sophistication of the system and out to progress to the level that replaces human labor have. In this we should look at the trend of promoting domestic and foreign factories want to present these smart strategies for Korea.

Smart Virtual TRS를 활용한 물류기업의 수배송관리시스템 (Transportation Management System for Logistics Company using Smart Virtual TRS)

  • 임용택;김성균;유우식
    • 정보화연구
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    • 제10권1호
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    • pp.93-100
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    • 2013
  • 본 논문은 물류기업에 서버 및 스마트폰 어플리케이션을 이용하여 모바일 네트워크상에서 TRS(Trunked Radio System) 기능을 제공하는 Smart Virtual TRS 적용에 관하여 설명하고자 한다. TRS는 물류 차량의 필수 장비이기 때문에 대부분의 트럭 운전기사는 TRS를 자주 사용한다. 개발된 서비스는 별도의 TRS 단말기 없이 스마트폰을 기반으로 하기 때문에 Smart Virtual TRS가 포함된 TMS(Transportation Management System)는 물류회사에 다음과 같은 효과를 제공한다. i) Smart Virtual TRS는 사무실과 트럭 운전자간의 더 나은 의사소통 환경을 제공한다. ii) 스마트폰어플리케이션은 TMS의 기능에 유연성을 제공한다. iii) Smart Virtual TRS는 비용 절감 효과를 제공한다.

재난관리 원격 모니터링용 오픈소스 하드웨어 모듈 응용 (Open-Source Hardware Module Application for Remote Monitoring of Disaster Prevention)

  • 진경찬;이은주;이성호
    • 센서학회지
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    • 제24권5호
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    • pp.299-305
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    • 2015
  • Since the natural disasters such as floods, droughts, heat wave and cold wave are increasing, the need for risk management is necessary to minimize the damage with utilizing IT technology. Also, the monitoring services of disaster response type have been developed and applied. Recently, the open source hardware based on the signal of the sensor, or the monitoring studies have been carried. In this paper, by analyzing a low-cost open source hardware platform such as Beagle board, we examine the utilization of the hardware-based module for sensor monitoring.

필드 부하 분석을 이용한 정/역회전 로타베이터의 소요 동력 예측 (Prediction of Power Consumed By Forward and Reverse Rotation Rotavator using Field Load Analysis)

  • 김정길;박진선;조승제;이동근;박영준;문상곤
    • 한국기계가공학회지
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    • 제20권8호
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    • pp.67-73
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    • 2021
  • In this study, we installed forward and reverse rotation rotavators on a tractor to measure the load in the field and analyze the power consumed. The rotavator is attached to the rear of the tractor and transmits the power applied from the power take off (PTO) of the tractor to the rotating shaft of the rotavator, and it plows or reverses the soil according to the rotational direction of the rotating shaft. Depending on the rotational direction of the rotavator, the power consumed in the tractor engine and the power transmitted to the tractor axle and rotavator also vary, thus, research of load and power is an essential factor in designing the system. As a field test results, 84.1-93.5% power was consumed by the forward rotation rotavator, and 37.8-57.5% power was consumed by the reverse rotation rotavator. In addition, depending on the rotation direction of the rotavator, the power consumed by the tractor was in the order of PTO and axle. Based on the research results, development of reliable rotavator systems would be possible in the future research.

중소기업의 스마트 공장 도입을 위한 SWOT 분석 (SWOT Analysis for Small and Medium Enterprise in Smart Factory introduction)

  • 이현호;임춘성
    • 한국융합학회논문지
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    • 제9권3호
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    • pp.1-14
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    • 2018
  • 4차 산업혁명은 제조업을 시작으로 전 산업의 환경을 빠르게 변화시키고 있으며, 4차 산업혁명에 포함된 신기술이 이러한 변화를 주도하고 있다. 국내 중소기업은 4차 산업혁명에 따른 변화가 필요하며, 특히 스마트 공장의 도입이 필요한 시기이다. 본 연구는 스마트 공장 도입에 대해 중소기업의 현황을 SWOT 분석을 통해 성공적인 도입을 위한 전략을 제언하였다. 강점 활용 전략으로 첫째 우수한 경쟁력을 통한 활성화, 둘째 우수한 기술력과 정보화를 이용, 셋째 세계적인 네트워크 기반의 환경을 활용을 제언하였으며, 약점 보완 전략으로는 첫째 정보보안에 대한 인식 제고, 둘째 기술 표준화 수립을 위한 평가 체계 확립, 셋째 전문 인력 확보를 위한 인력 양성 추진으로 제언하였다. 본 연구의 시사점은 중소기업에 효과적인 전략과 4차 산업 혁명에 따른 다양한 외부의 전략을 이해하고 대비할 수 있도록 스마트 공장의 필요성에 대한 제언을 하였다.

COVID-19 대응 ICT 기술융합 스마트팜 활성화에 따른 기대요인 분석 (Analysis of Expectation Factors for the Activation of Smart Farms for ICT Technology Convergence in Response to COVID-19)

  • 박병권;최형림;강다연
    • 한국정보시스템학회지:정보시스템연구
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    • 제31권2호
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    • pp.45-62
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    • 2022
  • Purpose Smart farms play a leading role in changing the safety food culture for the citizens. The purpose of this study is to investigate the factors that are important to covid 19-response in the case of ICT smart farm. To do so, we classified the factors as operating effect aspect and industrial wave effect aspect of the smart farm. Design/methodology/approach This study was conducted by visiting Geumsan County, which is attempting to perform a smart farm. Through interviewing farmers representatives based on their operational effect expectations on the smart farm, we derived the industrial crash effect factors and thereafter designed the research model. This study applied AHP, which is an expert decision-making method cans be used to measure relative importance for determining priorities. After interviewing the experts with smart farm, we obtained the factors which are important to smart farm development. Findings According to analysis, the productivity improvement factor was ranked as the most important among the operational effect items. This is consistent with the ultimate goal of smart farms with ICT convergence technology, which is increase the profitability of agriculture. The second place is the factor in the development of infrastructure and infrastructure, and the third and fifth positions were export expansion, environmentally friendly management, and job creation in terms of operational effectiveness.