• Title/Summary/Keyword: Convergence between IT and Manufacturing

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Optimal filter design at the semiconductor gas sensor by using genetic algorithm (유전알고리즘을 이용한 반도체식 가스센서 최적 필터 설계)

  • Kong, Jung-Shik
    • Design & Manufacturing
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    • v.16 no.1
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    • pp.15-20
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    • 2022
  • This paper is about elimination the situation in which gas sensor data becomes inaccurate due to temperature control when a semiconductor gas sensor is driven. Recently, interest in semiconductor gas sensors is high because semiconductor sensors can be driven with small and low power. Although semiconductor-type gas sensors have various advantages, there is a problem that they must operate at high temperatures. First temperature control was configured to adjust the temperature value of the heater mounted on the gas sensor. At that time, in controlling the heater temperature, gas sensor data are fluctuated despite supplying same gas concentration according to the temperature controlled. To resolve this problem, gas and temperature are extracted as a data. And then, a relation function is constructed between gas and temperature data. At this time, it is included low pass filter to get the stable data. In this paper, we can find optimal gain and parameters between gas and temperature data by using genetic algorithm.

A study on the minimization of deformation by milling of plate-shaped parts (판형 부품의 밀링 가공에 의한 변형 최소화에 대한 연구)

  • Lee, Min-Gu;Yun, Jae-Woong
    • Design & Manufacturing
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    • v.15 no.3
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    • pp.32-38
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    • 2021
  • Plate-shaped works are one of the materials that can be applied to the entire industry due to their various shapes and sizes. Plate-shaped parts workpieces are thin and wide, and when processing is completed, they are often bent or deformed in various directions, making it difficult to produce normal products. In particular, this study intends to study the processing deformation and distortion of plate-shaped parts fastened to the jig during milling processing. In this study, a method for preventing deformation occurring in plate-shaped parts was derived through jig element change and CAE analysis, and this was applied to actual processing to produce products with stable dimensions. Through a finite element analysis experiment, it was found that installing two supports on the back of the plate-shaped part results in minimal deformation and the optimal distance between the two supports is 150 mm. Through this experiment, when processing a thin plate product, a support was installed in a direction opposite to the cutting force applied to the thin plate to prevent deformation of the product, thereby improving defects.

Effect on Mechanical Properties of Tungsten by Sintering Temperature (텅스텐 특성에 대한 소결온도의 영향)

  • Park, Kwang-Mo;Lee, Sang-Pill;Bae, Dong-Su;Lee, Jin-Kyung
    • Journal of the Korean Society of Industry Convergence
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    • v.24 no.3
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    • pp.283-288
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    • 2021
  • A tungsten material using a pressure sintering process and a titanium sintering additive was prepared to evaluate the microstructure, and mechanical properties of flexural strength and hardness. In addition, the reliability on each hardness data was evaluated by analyzing the distribution of the hardness of the tungsten material using the Weibull probability distribution. In particular, the optimal manufacturing conditions were analyzed by analyzing the correlation between the sintering temperature and the mechanical properties of the tungsten sintered body. Although the sintering density of the tungsten material was hardly changed up to 1700 ℃, but it was increased at 1800 ℃. The hardness of the tungsten sintered material increased as the sintering temperature increased, and in particular, the tungsten material sintered at 1800 ℃ showed a high hardness value of about 1790 Hv. It showed relatively excellent flexural strength at a sintering temperature of 1800 ℃.

An Analytical Study on the Heat Transfer Characteristics of MF Evaporation Tubes Attached with a Fin (핀이 부착된 MF증발관의 열전달 특성에 대한 해석적 연구)

  • Park, Yong-Seok;Seong, Hong-Seok;Suh, Jeong-Se
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.20 no.1
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    • pp.48-56
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    • 2021
  • In this study, the heat transfer process around the finned channel tubes is numerically examined. Serially arranged tubes of an evaporator were used for heat exchange. The numerical analysis results confirmed that the vortex generated at the rear of the channel pipe was caused by the fin. Furthermore, it was also confirmed that the temperature difference was large between the inlet and outlet ends of the fin. The temperature of the location where the fin was attached to the channel pipe was found to be close to the surface temperature of the channel wall. However, the temperature rose rapidly closer to the ambient air temperature of 350 K towards the fin end, located at a distance of 0.035 m; it was found to have a significant influence on the heat transfer around the fin-attached channel tube. The wider the vertical flow path, the lower the total heat transfer coefficient. However, the overall heat transfer coefficient increased as the horizontal flow path narrowed. The increment is attributed to an increase in the heat transfer amount due to increased heat transfer surface.

Linking Algorithm between IoT devices for smart factory environment of SMEs (중소기업의 스마트팩토리 환경을 위한 IoT 장치 간 연계 알고리즘)

  • Jeong, Yoon-Su
    • Journal of Convergence for Information Technology
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    • v.8 no.2
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    • pp.233-238
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    • 2018
  • SMEs and small enterprises are making various attempts to manage SMEs in terms of equipment, safety and energy management as well as production management. However, SMEs do not have the investment capacity and it is not easy to build a smart factory to improve management and productivity of SMEs. In this paper, we propose a smart factory construction algorithm that partially integrates the factory equipment currently operated by SMEs. The proposed algorithm supports collection, storage, management and processing of product information and release information through IoT device during the whole manufacturing process so that SMEs' smart factory environment can be constructed and operated in stages. In addition, the proposed algorithm is characterized in that central server manages authentication information between devices to automate the linkage between IoT devices regardless of the number of IoT devices. As a result of the performance evaluation, the proposed algorithm obtained 13.7% improvement in the factory process and efficiency before building the Smart Factory environment, and 19.8% improvement in the processing time in the factory. Also, the cost of input of manpower into process process was reduced by 37.1%.

Contact Resistance between Flexible Tactile Sensor Fabricated by Direct Write and Copper Alloy Terminals (Direct write 기술로 제작된 유연촉각센서와 동합금 단자의 접촉저항)

  • Kim, Jindong;Bae, Yonghwan;Yun, Haeyong;Lee, Inhwan;Kim, Hochan
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.19 no.10
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    • pp.111-116
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    • 2020
  • Flexible tactile sensors, which are primarily used as grippers in robots, are mainly used to handle highly elastic or highly flexible objects. That is, flexible grippers are used when an object cannot be sufficiently controlled by applying a specific output force or taking a specific grabbing action. This is because a flexible tactile sensor needs to measure the pressure applied directly to held objects while deforming according to the shape of the object to be handled. CNT-based sensors used to be made from a highly flexible polymer to give flexibility and it is known that the sensors are greatly affected by the contact resistance of the terminal that connects the sensor to an electrical circuit; therefore, this paper clarifies the contact resistance of MWCNTs-based flexible tactile sensors and terminals. The effects of main and plating materials for terminals are investigated and the combinations of main and plating materials that exhibit contact resistance are measured in a typical industrial environment.

Optimization of Classifier Operation Conditions Using Taguchi Method and Multiphase Flow Analysis (다구찌 기법과 다상유동해석을 이용한 분급기 운전조건 최적화)

  • Jin, Byeong-Ju;Park, Min-Ho;Yoon, Tae-Jong;Kim, Young-Joo;Kang, Bong-Young;Shim, Ji-Yeon;Kim, Ill-Soo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.26 no.3
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    • pp.278-284
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    • 2017
  • Generally, classifiers have been used as machines to crush raw materials and classify suitable particle sizes in all industrial fields, such as food, chemical, and mineral. However, the technique for classifying micron-sized particles between 5 and $20{\mu}m$ is inferior. In particular, numerous experiments and considerable experiences are required to predict the particle size, because the classifier particle size is determined according to the internal flow. However, it is quite difficult to set the driving conditions so that the desired particle size can be classified only by experience and experimentation. Therefore, this study proposes a method of predicting the average particle size by employing multiphase flow analysis and the Taguchi method; this method is subsequently verified.

Study on Optimal Design and Analysis of Worm Gear Reducer for High Place Operation Car (고소작업차용 웜기어 감속기의 최적설계 및 해석에 관한 연구)

  • Kim, Tae Hyun;Jang, Jeong Hwan;Lee, Dong Gyu;Kim, Lae Sung;Lyu, Sung-Ki
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.6
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    • pp.98-103
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    • 2015
  • Swing reducers are widely used in special vehicles that have swing motions. Generally, compact swing reducers were constituted by a worm gear pair. Worm gears are one of the most important technical devices for transmitting torque between spatially crossed axes. Due to their high transmission ratio and compact structure, they are widely used in power transmission applications where high reduction is required. This paper presented approaches to improve the transmission efficiency and assembling performance of 3.5 ton class worm gear swing reducers. Worm wheel and the case of swing reducers were optimized and certified by a finite element method. Finally, an actual swing reducer was processed and assembled to test the performance.

Stress analysis of high-temperature superconducting wire under electrical/magnetic/bending loads

  • Dongjin Seo;Yunjo Jung;Hong-Gun Kim;Hyung-Seop Shin;Young-Soon Kim
    • Progress in Superconductivity and Cryogenics
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    • v.25 no.4
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    • pp.19-23
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    • 2023
  • The Second-generation high-temperature superconducting (HTS) Rare-Earth Barium Copper Oxide (REBCO) wire is a composite laminate having a multi-layer structure (8 or more layers). HTS wires will undergo multiple loads including the bending-tension loads during winding, high current density, and high magnetic fields. In particular, the wires are subjected to bending stress and magnetic field stress because HTS wires are wound around a circular bobbin when making a high-field magnetic. Each of the different laminated wires inevitably exhibits damage and fracture behavior of wire due to stress deformation, mismatches in thermal, physical, electrical, and magnetic properties. Therefore, when manufacturing high-field magnets and other applications, it is necessary to calculate the stress-strain experienced by high-temperature superconducting wire to present stable operating conditions in the product's use environment. In this study, the finite element model (FEM) was used to simulate the strain-stress characteristics of the HTS wire under high current density and magnetic field, and bending loads. In addition, the result of obtaining the neutral axis of the wire and the simulation result was compared with the theoretical calculation value and reviewed. As a result of the simulation using COMSOL Multiphysics, when a current of 100 A was applied to the wire, the current value showed the difference of 10-9. The stress received by the wire was 501.9 MPa, which showed a theoretically calculated value of 500 MPa and difference of 0.38% between simulation and theoretical method. In addition, the displacement resulted is 30.0012 ㎛, which is very similar to the theoretically calculated value of 30 ㎛. Later, the amount of bending stress by the circular mandrel was received for each layer and the difference with the theoretically obtained the neutral axis result was compared and reviewed. This result will be used as basic data for manufacturing high-field magnets because it can be expanded and analyzed even in the case of wire with magnetic flux pinning.

The Effect of ERP System's Maturity on the Implementation of SCM System (ERP시스템의 성숙도가 SCM시스템 구축에 미치는 영향에 관한 연구)

  • Hong, Hyun-Gi
    • Journal of Digital Convergence
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    • v.10 no.5
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    • pp.135-141
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    • 2012
  • Recently many manufacturing companies have tried to implement the Supply Chain Management system to enhance productivity with low cost. Generally the SCM system is implemented on the basis of ERP system. So it is necessary to find out the relationships between these two Information systems to make sure that the SCM system is implied successfully in the company. The goal of this paper is to find out how the Enterprise Resource Planning system's maturity affects on the implementation intension of Supply Chain Management system in manufacturing companies in korea. To achieve this goal, the empirical research about influence of ERP system on SCM system was carried out. The result of this research can be usefully referred in decision making process for the successful implementation of the SCM system in manufacturing company.