• Title/Summary/Keyword: Convergence engineering

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A Methodology to Evaluate Industry Convergence Using the Patent Information : Technology Relationship analysis (특허정보를 활용한 산업융합성 평가 방법론 : 기술연관분석)

  • Kim, Jeeeun;Lee, Sungjoo
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.3
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    • pp.212-221
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    • 2013
  • As the convergence among technologies is reorganizing industry sectors, it is quite important to evaluate the probability of technological convergence, and to analyze how the technologies in a certain industry sector affect the same or other industry sectors. As a result, the large number of studies have been focused on the industry convergence. However, most of them have dealt mainly with case studies or strategy and policies and few efforts have been made to study it using quantitative data. The investigation of industry convergence using quantitative data will help understand the characteristics of industry and forecast the future of the industry from an objective point of view. Therefore, this research proposes a methodology to evaluate the possibilities of industry convergence using patent data. In particular, we emphasize the possibilities of technology convergence and suggest a technology relationship matrix to evaluate the technology convergence, as an antecedent of industry convergence. The feasibility and utility of the suggested methodology was verified with a case study on the convergence of IT and BT. The research results are expected to provide a useful guideline for developing a measure of convergence.

A New Mixing Method of SiC Nanoparticle Reinforced Epoxy Composites with Large Concentration of SiC Nanoparticle (대용량 SiC 나노입자 강화 에폭시 복합재료의 새로운 분산방법)

  • Kwon, Dong-Jun;Shin, Pyeong-Su;Kim, Jong-Hyun;Park, Joung-Man
    • Composites Research
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    • v.29 no.4
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    • pp.223-229
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    • 2016
  • SiC nanoparticles were used to increase flexural properties of polymer matrix. This study was to manufacture huge concentration SiC nanoparticle/epoxy composites and to evaluate the dispersion. During mixing SiC nanoparticle and epoxy, 20 wt% SiC nanoparticle in total composites was used with both stirrer and sonication equipment together. Mixing speed and dispersion were improved with the method by using both stirrer and sonication equipment at the same time via mechanical test and FE-SEM. Based on the results, modeling of SiC nanoparticle dispersion could be established. Ultimately, unidirectional carbon fiber reinforced composites was manufactured using 20 wt% SiC nanoparticle/epoxy. Mechanical property of CFRP using dual stirrer and sonication mixing method was better than composites by single sonication mixing method.

A Study on Improvement of Thermal and Adhesion Properties of Stone/Wood Composites for Stone Bed using CNT-epoxy Adhesive (CNT/Epoxy 접착제를 이용한 돌침대용 석재/목재 복합재의 열적특성 및 접착특성 개선 연구)

  • Kim, Jong-Hyun;Shin, Pyeong-Su;Kwon, Dong-Jun;Moon, Sun-Ok;Park, Joung-Man
    • Composites Research
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    • v.29 no.5
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    • pp.276-281
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    • 2016
  • Improvement of the thermal and adhesion properties of stone/wood composites was studied. Tensile test was performed for wood and stone to know the basic mechanical properties. Real-time temperature of stone and wood was measured when stone and wood was heated. To compare thermal transfer properties of stone/wood composites, two types of specimens were tested: one was stone upper whereas another was wood upper. Real time temperature measurement and lap shear test were performed to know thermal and adhesion properties by using CNT-epoxy adhesive in which CNT was dispersed in epoxy adhesive uniformly. The thermal transfer property was better for the wood upper case than stone upper case. Adding CNT improved the heat transfer as well as mechanical properties including lap shear strength.

Prediction for Energy Demand Using 1D-CNN and Bidirectional LSTM in Internet of Energy (에너지인터넷에서 1D-CNN과 양방향 LSTM을 이용한 에너지 수요예측)

  • Jung, Ho Cheul;Sun, Young Ghyu;Lee, Donggu;Kim, Soo Hyun;Hwang, Yu Min;Sim, Issac;Oh, Sang Keun;Song, Seung-Ho;Kim, Jin Young
    • Journal of IKEEE
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    • v.23 no.1
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    • pp.134-142
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    • 2019
  • As the development of internet of energy (IoE) technologies and spread of various electronic devices have diversified patterns of energy consumption, the reliability of demand prediction has decreased, causing problems in optimization of power generation and stabilization of power supply. In this study, we propose a deep learning method, 1-Dimention-Convolution and Bidirectional Long Short-Term Memory (1D-ConvBLSTM), that combines a convolution neural network (CNN) and a Bidirectional Long Short-Term Memory(BLSTM) for highly reliable demand forecasting by effectively extracting the energy consumption pattern. In experimental results, the demand is predicted with the proposed deep learning method for various number of learning iterations and feature maps, and it is verified that the test data is predicted with a small number of iterations.

Interfacial Evaluation and Microfailure Sensing of Nanocomposites by Electrical Resistance Measurements and Wettability (전기저항측정법 및 젖음성을 이용한 나노복합재료의 미세파손 감지능 및 계면물성 평가)

  • Park, Joung-Man;Kwon, Dong-Jun;Shin, Pyeong-Su;Kim, Jong-Hyun;Baek, Yeong-Min;Park, Ha-Seung
    • Composites Research
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    • v.30 no.2
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    • pp.138-144
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    • 2017
  • Damage sensing of polymer composite films consisting of poly(dicyclopentadiene) p-DCPD and carbon nanotube (CNT) was studied experimentally. Only up to 1st ring-opening polymerization occurred with the addition of CNT, which made the modified film electrically conductive, while interfering with polymerization. The interfacial adhesion of composite films with varying CNT concentration was evaluated by measuring the wettability using the static contact angle method. 0.5 wt% CNT/p-DCPD was determined to be the optimal condition via electrical dispersion method and tensile test. Dynamic fatigue test was conducted to evaluate the durability of the films by measuring the change in electrical resistance. For the initial three cycles, the change in electrical resistance pattern was similar to the tensile stress-strain curve. The CNT/p-DCPD film was attached to an epoxy matrix to demonstrate its utilization as a sensor for fracture behavior. At the onset of epoxy fracture, electrical resistance showed a drastic increase, which indicated adhesive fracture between sensor and matrix. It leads to prediction of crack and fracture of matrix.

Development of teaching material of material mechanics and portable material testing machine for convergence education of mechanical engineering (기계공학의 융합교육을 위한 재료역학 교재 및 휴대용 재료시험기 개발)

  • Cho, Seunghyun;Lee, Soonah
    • Journal of Engineering Education Research
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    • v.21 no.4
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    • pp.20-27
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    • 2018
  • In this paper, we conducted an analysis of existing materials of material mechanics, surveying educational demands, and selecting art fields for mechanical engineering in collaboration with experts in the fields of aesthetics and renaissance in order to develop educational materials conversed with humanities and arts. In addition, as a core education tool for convergence education, it was developed with an education kits that can be disassembled, assembled and carried by students. As a results of research, education materials were introduced various arts, linked to the engineering thinking. And measurement experiments of material characteristics were carried in a general classroom using developed education kits. From a paper results, the artistic sensitivity of the students will be enhanced and the students' creative problem solving ability will be improved as the ultimate goal of convergence education.

Optimum Condition of Pencil Drawing Paper Sensor(PDPS) for Temperature Detecting (온도 감지용 연필 선 종이 센서 최적화 연구)

  • Kwon, Dong-Jun;Shin, Pyeong-Su;Kim, Jong-Hyun;Beak, Young-Min;Park, Ha-Sung;Park, Joung-Man
    • Journal of Adhesion and Interface
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    • v.18 no.1
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    • pp.1-7
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    • 2017
  • This study is about basic sensor experiment using PDPS by common pencil. 20 mm length, 3 mm thickness of line using 4B pencil is optimum condition. In order to be stable at point of contact between pencil line and copper wire, silver paste is needed. At using the PDPS, thermal detecting is able and thermal properties is inversely proportional to electrical resistance in the based on empirical formula. The sensor can be also used in the composites mold via the empirical formula by the relationship between thermal impact and electrical resistance. The change of electrical resistance relates the interfacial property of composites. It leads to expectation of properties.

Epoxy Matrix with Adding Dopamine for Improving Mechanical Property and Interfacial Adhesion with Glass Fiber (도파민이 첨가된 에폭시 기지재의 기계적 물성 및 유리섬유 간 계면접착력 향상)

  • Shin, Pyeong-Su;Kim, Jong-Hyun;Baek, Yeong-Min;Park, Ha-Seung;Park, Joung-Man
    • Composites Research
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    • v.32 no.2
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    • pp.96-101
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    • 2019
  • Interfacial adhesion between fiber and resin are related to composites performance, so it is very important to evaluate them accurately. In this study, the interfacial properties of microdroplets under fatigue loading conditions were evaluated. The mechanical properties and interfacial adhesion of epoxy resin with dopamine were studied. Tensile specimens were prepared to evaluate mechanical properties and epoxy microdroplets specimens were used for the evaluation of interfacial adhesion. In addition, in the microdroplet fatigue test, the same diameter of the microdroplet was used and the experiment was performed under the same conditions. As a result, it was confirmed that mechanical and interfacial properties were improved when dopamine was applied to epoxy resin through tensile and microdroplet experiments. It is considered that dopamine improves the degree of curing of the epoxy resin and imparts hydroxyl groups to the epoxy resin to increase the mechanical properties and the interfacial adhesion between the glass fibers.

Impact of coffee ring effect on the $Al_2O_3$ thick films by Using Inkjet Printing Process

  • Hwang, Myung-Sung;Jang, Hun-Woo;Kim, Ji-Hoon;Koo, Eun-Hae;Kim, Hyo-Tae;Yoon, Young-Joon;Kim, Jong-Hee
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2009.06a
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    • pp.171-171
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    • 2009
  • We have investigated the impact of coffee ring effect on the inkjet-printed $Al_2O_3$ thick films. In a single solvent system such as Dimethylformamide, the coffee-ring-pattern has appeared on the edge of sessile drop after evaporation. The peak-to-valley height difference in $Al_2O_3$ coffee ring is over 2um. This non-uniform deposition of $Al_2O_3$ over the surface leads to sever surface roughness of the inkjet-printed films. However, we have manipulated our printing parameters to improve the surface roughness and the packing density of the printed $Al_2O_3$ films. Our inkjet-printed $Al_2O_3$ films show 10 times smoother surface than the initially printed sample's surface. Also the packing density of the printed Ah03 film becomes 70% of high packed $Al_2O_3$. In this presentation, we would like to present the key process parameters of the inkjet printing process to overcome the genetic coffee ring problem.

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Preparation and Characterization of Palladium Nanoparticles Supported on Nickel Hexacyanoferrate for Fuel Cell Application

  • Choi, Kwang-Hyun;Shokouhimehr, Mohammadreza;Kang, Yun Sik;Chung, Dong Young;Chung, Young-Hoon;Ahn, Minjeh;Sung, Yung-Eun
    • Bulletin of the Korean Chemical Society
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    • v.34 no.4
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    • pp.1195-1198
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    • 2013
  • Nickel hexacyanoferrate supported palladium nanoparticles (Pd-NiHCF NPs) were synthesized and studied for oxygen reduction reactions in direct methanol fuel cell. The NiHCF support was readily synthesized by a comixing of $Ni(OCOCH_3)_2$ and equimolar $K_3[Fe(CN)_6]$ solution into DI water under rigorous stirring. After the preparation of NiHCF support, Pd NPs were loaded on NiHCF via L-ascorbic acid reduction method at $80^{\circ}C$. Pd-NiHCF NPs were electrochemically active for oxygen reduction reaction in 0.1 M $HClO_4$ solution. X-ray absorption near edge structure analysis was conducted to measure the white line intensity of Pd-NiHCF to verify the OH adsorption. As a comparison, carbon supported Pd NPs exhibited same white line intensity. This study provides a general synthetic approach to easily load Pd NPs on porous coordination polymers such as NiHCF and can provide further light to load Pd based alloy NPs on NiHCF framework.