• 한국기계가공학회지
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• 제18권4호
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• pp.69-75
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• 2019

Since gasoline engines are based on a combination of a cast iron liner and an aluminum block, which have different thermal properties and stiffnesses, bore shape distortion is likely to occur during honing due to uneven thermal deformation. To solve this problem, many tests and evaluations are needed to support the development of a high-performance honing stone with low heat generation. Moreover, performance evaluation, which depends on inspection and observation after work, often requires much trial and error to optimize tool design, due to challenges in the accurate interpretation of results. This study confirmed that the assessment of grinding capability was clarified by evaluating performance under severe work conditions and by in-situ measurement and recording of current consumption (workload) and heat generation during operation. As a result of using a honing stone with excellent grinding performance in engine block manufacture-in which cylinder bore distortion caused by thermal deformation during manufacture is a problem-a noticeable improvement in the degree of cylindricity was observed.

• 전력전자학회논문지
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• 제27권1호
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• pp.1-8
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• 2022

Recently, photovoltaic (PV) systems have been gradually applied in eco-friendly vehicle applications to improve fuel economy. The relevant market is expected to continue to grow because the installation of large-capacity PV systems to other eco-friendly vehicles, such as electric buses and trains, is being considered. However, in a PV system, power imbalance between submodules and low power generation efficiency occur due to factors such as cell aging, contamination, and shading. To resolve this problem, various differential power processing (DPP) converters have been researched and developed. However, conventional DPP converters suffer from large volume and low efficiency. Therefore, to apply DPP converters to eco-friendly vehicles, increasing efficiency and reducing volume and price compared with existing DPP converters is necessary. In this paper, a novel DPP converter with an integrated transformer is proposed and analyzed. The proposed DPP converter uses a single magnetic component by integrating transformers and secondary sides of conventional DPP converters. Therefore, the proposed DPP converter shows high power density and high efficiency, and it is suitable for PV systems in eco-friendly vehicle applications.

• 한국항공운항학회지
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• 제31권2호
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• pp.100-107
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• 2023

This study intends to present the UAM pilot qualifications and training and education systems based on the roadmap of technology for K-UAM operation system, which is being promoted for commercialization in 2025. There are currently about 250 eVTOL manufactures around the world, and they are gearing up to produce a variety of UAM aircrafts. In Korea, 35 companies including Hyundai Motor company, Korean Air, Lotte and SKT are accelerating the development of UAM aircrafts. UAM is being developed as a public goods concept centered on public transportation and urban aviation rather than private transportation. Therefore, the UAM pilot qualification and education and training system should be suitable for operations in densely populated areas and complex urban enviroments. In other words, in order to ensure safe UAM operations, the competencies and qualifications of UAM pilots should be clearly established.

• 자동차안전학회지
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• 제15권2호
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• pp.6-12
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• 2023

For the commercialization and standardization of autonomous vehicles, demand for rigorous safety criteria has been increased over the world. In Korea, the number of extraordinary service permission for automated vehicles has risen since Hyundai Motor Company got its initial license in March 2016. Nevertheless, licensing standards and evaluation factors are still insufficient for operating on public roadways. To assure driving safety, it is significant to verify whether or not the vehicle's decision is similar to human driving. This paper validates the safety of the autonomous vehicle by drawing scenario-based comparisons between manual driving and autonomous driving. In consideration of real traffic situations and safety priority, seven scenarios were chosen and classified into basic and advanced scenarios. All scenarios and safety factors are constructed based on existing ADAS requirements and investigated via a computer simulation and actual experiment. The input data was collected by an experimental vehicle test on the SNU FMTC test track located at Siheung. Then the offline simulation was conducted to verify the output was appropriate and comparable to the manual driving data.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2021년도 추계학술발표대회
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• pp.791-794
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• 2021

범죄차량 판독 시스템, 지능화된 CCTV 등 차량과 관련된 시각지능에 관한 연구가 큰 관심을 받고 있다. 이 중 차량 분류 기술은, 특정 차량을 인식하는 핵심기술이다. 이와 관련한 기존 연구들은 큰 차종으로만 분류하거나, 분류 가능한 차종의 수, 정확도 등이 낮아 실용성 및 신뢰성이 떨어진다는 단점이 있다. 따라서, 본 논문에서는 차종을 정확하게 분류할 수 있는 2단계 차종 분류 알고리즘을 제안한다. 제안 시스템은 CNN으로 학습된 모델을 기반으로 1차로 차량의 유형을 분류하고, 2차로 정확한 차종을 분류한다. 실험 결과, 52개의 차종을 분류함에 있어 단일 분류 모델에 비해 5.3%p 더 높은 90.2%의 분류 정확도를 보였다. 이를 통해, 더욱 정확한 차종 분류가 가능하다.

• Asia pacific journal of information systems
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• 제29권4호
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• pp.771-788
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• 2019

Deep learning techniques such as Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) show superior performance in text classification than traditional approaches such as Support Vector Machines (SVMs) and Naïve Bayesian approaches. When using CNNs for text classification tasks, word embedding or character embedding is a step to transform words or characters to fixed size vectors before feeding them into convolutional layers. In this paper, we propose a parallel word-level and character-level embedding approach in CNNs for text classification. The proposed approach can capture word-level and character-level patterns concurrently in CNNs. To show the usefulness of proposed approach, we perform experiments with two English and three Korean text datasets. The experimental results show that character-level embedding works better in Korean and word-level embedding performs well in English. Also the experimental results reveal that the proposed approach provides better performance than traditional CNNs with word-level embedding or character-level embedding in both Korean and English documents. From more detail investigation, we find that the proposed approach tends to perform better when there is relatively small amount of data comparing to the traditional embedding approaches.

• 한국자동차공학회논문집
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• 제14권3호
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• pp.125-132
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• 2006

Transient kinetics of $NH_3$ adsorption/desorption and of SCR(selective catalytic reduction) of NO with $NH_3$ were studied over vanadium based catalysts, such as $V_2O_5/TiO_2$ and $V_2O_5-WO_3/TiO_2$. In the present catalytic reaction process, NO adsorption is neglected while $NH_3$ is strongly chemisorbed on the catalytic surface. Accordingly, it is ruled out the possibility of a reaction between strongly adsorbed $NH_3$ and NO species in line with the hypothesis of an Eley-Rideal mechanism. The present kinetic model assumes; (1) non-activated $NH_3$ adsorption, (2) Temkin-type $NH_3$ coverage dependence of the desorption energy, (3) non-linear dependence of the SCR reaction rate on the $NH_3$ surface coverage. Thus, the surface heterogeneity for adsorption/desorption of $NH_3$ is taken into account in this model. The present study extends the pure chemical kinetic model based on a powdered-phase catalytic system to the chemico-physical one applicable to a realistic monolith reactor.

• Asia Marketing Journal
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• 제20권1호
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• pp.23-48
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• 2018

SK group has been a pioneer in overall brand management and, more recently, in CSR-imbedded brand management. SK vision of "improving itself to give greater happiness to all of its customers" and the symbol mark of "Wings of Happiness" are some good examples of integrating distinct brand identities of various member companies. After impressive growth and expansions into diverse business areas, SK group is ranked as the third largest company based on asset amounts according to the Fair Trade Commission of Korea, only after Samsung and Hyundai Motor groups. SK brand management can be analyzed, using the framework of 4 stages - 'infrastructure', 'planning', 'doing', and 'seeing' stages. In order to secure 'infrastructure' of brand management system, SK has invested huge resources to the 'SK BMS' (SK Brand Management System). At the 'planning' stage, the most important task of SK like other Korean business groups is perhaps to adopt a well-organized 'brand identity (BI) system' which may consolidate brand values of individual member companies. In actuality, SK BI consists of Customer Happiness located at the center and 3 other elements of Pride, Professionalism, and Customer-orientation. At the 'doing' stage, the slogan of 'OK! SK' and the logo of 'Wings of Happiness' have been placed at the core of the SK group brand building programs. SK adopts the principle of 'independent yet united', pinpointing that each member company independently works for its business performance but it is, at the same time, encouraged to integrate its capabilities for the SK group brand. In addition, SK has sought 'shared growth' with business partners for happiness for all the members in the society. 'Social Contribution Philosophy' based on SK value of 'creation of greater happiness' is again one of the most important guidelines for CSR (corporate social responsibility) at the doing stage. At the seeing stage, SK regularly evaluates its branding programs. SK has shown some very impressive achievements in brand management: (1) a core identity of 'Customer Happiness' participating member companies may share, (2) harmonious relationships between the group brand management office and brand management divisions of member companies, and (3) consistency-keeping in brand management over time. However, there remain two major challenges: (1) globalization of SK and (2) reinforcing sustainable superiority over not only Korean rivals but also global ones.

• 지식경영연구
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• 제24권4호
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• pp.177-193
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• 2023

이 연구는 대기업의 경쟁력 조직문화를 형성하는 데 있어 조직문화, 직무 특성, 일의 가치와 지향성이 어떤 역할을 하는지 살펴보고자 하였다. MR-QAP 분석을 통해 이러한 변인들이 조직문화 프로파일 중 경쟁력 속성에 미치는 영향을 살펴보는 것을 연구목적으로 하였다. 이를 위해 국내 본사를 둔 완성차 기업의 15개 다양한 팀에 속한 161명으로부터 수집된 데이터를 활용하였다. 연구 결과, 경쟁력 있는 조직문화와 연결된 네트워크 특성이 경쟁력에 미치는 영향을 밝혔다. 직무 특성 중 과업 다양성과 피드백은 경쟁력 있는 조직문화에 유의한 정적 영향을 미치는 것으로 나타났고, 지각된 현재 조직 문화의 조직구성원 간 불일치가 경쟁력에 부정적인 영향을 미칠 가능성이 있는 것으로 나타났다. 조직문화 프로파일 중에서는 사회적 책임, 지지성, 혁신, 성과지향성이 경쟁력 있는 조직문화에 유의한 정적 영향을 보이는 반면, 보상중시성과 안정성은 유의한 영향을 미치지 않는 것으로 나타났다. 이러한 연구결과를 토대로 조직문화의 복잡한 역학관계를 이해하고, 조직 경쟁력을 증진시키기 위한 전략적 접근을 도모하며 실무적 시사점을 제공하였다.

• 한국지리정보학회지
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• 제24권3호
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• pp.58-72
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• 2021

2021년 7월 UNCTAD가 우리나라를 선진국으로 분류할 정도로 우리나라가 발전하는 성과가 있었다. 그러나 급변하는 글로벌 경제에 대응하기 위해서는 국내 산업생태계를 연구하여 끊임없이 변화시키고 성장을 위한 전략을 마련해야 한다. 그 중 하나가 기업간 네트워크를 강화하는 것이며, 본 연구는 기업 간 거래 데이터 구득이 가능한 자동차산업을 대상으로 공간적인 산업 네트워크를 분석하였다. 데이터는 295개의 기업 데이터(노드)와 607개의 거래 관계 데이터(링크)를 활용하였다. 기업의 주소지를 지오코딩하여 공간상 분포를 확인한 결과, 자동차산업 관련 기업은 수도권과 동남권에 집중 분포하고 있었다. 연결중심성, 매개중심성, 근접중심성, 위세중심성 등을 통해 노드의 중요도를 측정하고, 밀도, 거리, 커뮤니티 탐지, 동류성 및 이류성을 파악하여 네트워크 구조를 확인하였다. 그 결과, 4가지 노드 중요도에서 상위 15위 기업은 완성차기업 중에서는 현대자동차, 기아자동차, 한국지엠 3개의 기업이 공통적으로 포함되고, 상위 15위 기업은 주로 수도권에 입지하고 있다. 규모 면에서 연결중심성과 매개중심성은 대부분 종업원 수가 1,000명 이상인 큰 기업이고, 근접중심성과 위세중심성은 완성차기업을 제외하면 대개 종업원 수가 500명 이하인 기업이 상위 15위 안에 포함되었다. 전체적인 네트워크의 구조는 밀도는 0.01390522, 노드 간 평균거리는 3.422481로 나타났으며, 빠른탐욕알고리즘으로 커뮤니티 탐지를 실시한 결과, 최종적으로 11개의 커뮤니티가 도출되었다.