• Title/Summary/Keyword: MIS 4

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A Study on the Prediction of CNC Tool Wear Using Machine Learning Technique (기계학습 기법을 이용한 CNC 공구 마모도 예측에 관한 연구)

  • Lee, Kangbae;Park, Sungho;Sung, Sangha;Park, Domyoung
    • Journal of the Korea Convergence Society
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    • v.10 no.11
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    • pp.15-21
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    • 2019
  • The fourth industrial revolution is noted. It is a smarter factory. At present, research on CNC (Computerized Numeric Controller) is actively underway in the manufacturing field. Domestic CNC equipment, acoustic sensors, vibration sensors, etc. This study can improve efficiency through CNC. Collect various data such as X-axis, Y-axis, Z-axis force, moving speed. Data exploration of the characteristics of the collected data. You can use your data as Random Forest (RF), Extreme Gradient Boost (XGB), and Support Vector Machine (SVM). The result of this study is CNC equipment.

Changes of Clay Mineral Assemblages in the Northern Part of the Aleutian Basin in the Bering Sea during the Last Glacial Period (마지막 빙하기 동안 베링해 알류샨 분지 북부 지역의 점토광물 조성 변화)

  • Kim, Sung-Han;Cho, Hyen-Goo;Khim, Boo-Keun
    • Journal of the Mineralogical Society of Korea
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    • v.24 no.1
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    • pp.19-29
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    • 2011
  • Clay mineral assemblages of core PC25A collected from the northern part of the Aleutian Basin in the Bering Sea were examined in order to investigate changes in sediment provenances and transport pathways. Ages of core PC25A were determined by both Last Appearance Datum of radiolaria (L. nipponica sakaii; $48.6{\pm}2\; ka$) and age control points obtained by the correlations of $a^{\ast},\; b^{\ast}$, and laminated sediment layers with the adjacent core PC23A, whose ages are well constrained. The corebottom age of core PC25A was calculated to be about 57,600 yr ago and core-top might be missing during coring execution. Average contents of smectite, illite, kaolinite, and chlorite during the last glacial period are 11% (5~24%), 47% (36~58%), 13% (9~19%), and 29% (21~40%), respectively. Clay mineral assemblages of the last glacial period are characterized by higher illite and lower smectite contents than those of core MC24 representing the modern values. Illite-rich clay sediments during the warm Early Holocene were transported from the northern part of Alaska continent (Province 1) through the ice-melt waters. During the deglacial period (B${\phi}$lling-All${\phi}$rod) of MIS 2, clay-sized particles seemed to be also transported by ice-melt waters mainly from Province 2 and Province 3 located farther south than Province 1. Higher smectite content during the Last Glacial Maximum is attributed to increased amounts of clay particles from the adjacent Alaska Peninsula (Province 4). From the early to the middle MIS 3, illite and smectite contents decreased, whereas chlorite content increased. With the low sea level standing during MIS 3 the supply of clay sediments from Province 2 and Province 3 was most likely intensified. Changes in clay mineral assemblages of core PC25A located in the northern part of the Aleutian Basin in the Bering Sea are closely related to the change of surface current system caused by sea level variation during the last glacial period.

Marine Terrace of the Jinha-Ilgwang Area, Southeast Korea (진하-일광 지역의 해안 단구)

  • 최성자
    • Economic and Environmental Geology
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    • v.36 no.3
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    • pp.233-242
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    • 2003
  • The southeasternmost coastal area of the Korean peninsula has been regarded as a seismologically stable area as neither Quaternary faults nor earthquake activity has been reported. To clarify whether the active tectonic movement has occurred or not, a digital marine terrace mapping and fracture mapping have been done in the coastal area. Bed rocks are composed of the Cretaceous volcanic and sedimentary rocks and the Paleogene granite. Wave-cut platform in the area is smaller and narrower relative to that of the northern coastal area. Most of the platforms in the area have little Quaternary sediment. The platforms except the Holocene terrace (1 st terrace) can be divided into three steps. The lowest platform (2nd terrace) has an altitude of 8-11 m. The broad middle one (3rd terrace) is 17 to 22 m high. The highest terrace (4th terrace) is a narrow and sporadic bench with an altitude of about 44 m high. The lowest terrace is correlated to the 2nd terrace of the northern area, which corresponds to the oxygen isotopic stage 5a. The uplift rate calculated from a graphic method is 0.19 m/ky. This low uplift is typical of an intra-plate, suggesting that the area is tectonically stable. The elevation of the platforms tends slightly lower from the north to the south in the survey area. The decreasing altitude of the platforms towards the south is interpreted to result from a local block tilting during the Latest Pleistocene. This also indicates that the eastern coast of the Korean peninsula has been suffering a subsidence to the south.

Characteristics of Geomorphological Surface and Analysis of Deposits in Fluvial Terraces at Upper Reach of Soyang River (소양강 상류 하안단구의 지형면 특성과 퇴적물 분석)

  • 이광률
    • Journal of the Korean Geographical Society
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    • v.39 no.1
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    • pp.27-44
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    • 2004
  • Upper reach of Soyang River at the northernmost area around Taebaek Mountains in South korea is profitable area to understand paleo-environment during the Quaternary such as tectonic process and climate change in the Korean Peninsula. This study explained paleo-environment affect to channel development by geomorphic distribution and characteristics of terrace surfaces, and analysis of deposits at 58 fluvial terraces in upper reach of Soyang River. Fluvial terraces were classified from T1 to T6. Most terraces are distributed on the point bar in meandering channel and one side along river valley. Terraces tend to decrease in number and superficial dissection rate to be higher and channel slope to be steeper if it takes long time from T1 to 6. The paleo-channel of Soyang River is supposed to be stronger meandering in period of T2 than T3. The weathering rind of gravel is generally thicker in older terrace, however, differs by contents of water and air in deposits. Based on the data of stratigraphy, grain size analysis, pollen analysis and rubification index in deposit, formation age of T5 terrace in Soyang River are estimated in MIS(Marine Oxygen Isotope Stage) 10, and T2 terrace are estimated in MIS 6.

Analysis of Fluvial Terraces at Kohyun River in Youngcheon City (경북 영천시 고현천의 하안단구 지형 분석)

  • Cho, Young-Dong;Lee, Gwang-Ryul
    • Journal of the Korean Geographical Society
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    • v.44 no.4
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    • pp.447-462
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    • 2009
  • Kohyun River basin is located at southern parts of Taebaek Mountains and most of river basins consists of sedimentary rock. The aims of this study are to investigate the distribution characteristics and processes of fluvial terraces at Kohyun River, using scientific methods such as classification of fluvial landforms, analysis of geomorphological deposits, XRD and OSL age dating. In Kohyun River basin are three levels terraces from T1 to T3. Fluvial terraces are assumed to be erosional terraces according to deposited situation of alurium and existences of bedrock riverbed. From the result of OSL age dating, formation age of fluvial terrace 1(T1) is calculated about 37,000 yr.B.P.(MIS 3), and fluvial terrace 2(T2) is calculated about 113,000 yr.B.P.(MIS 5). Therefore, fluvial terraces at Kohyun River are assumed to be formed at warmer period in the glacial stages or cooler period in the interglacial stages. The incision rate of fluvial terrace 1 at Kohyun River is calculated to be 0.054m/ka, and the incision rate of fluvial terrace 2 is calculated to be 0.115m/ka. This results suggest to lower incision rate than other rivers in Korea because of low uplift rates and little discharge.

Characteristics of Low Temperature SiNx Films Deposited by Using Highly Diluted Silane in Nitrogen (고희석 SiH4 가스를 이용하여 증착한 저온 PECVD 실리콘 질화물 박막의 기계적, 전기적 특성연구)

  • No, Kil-Sun;Keum, Ki-Su;Hong, Wan-Shick
    • Korean Journal of Metals and Materials
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    • v.50 no.8
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    • pp.613-618
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    • 2012
  • We report on electrical and mechanical properties of silicon nitride ($SiN_x$) films deposited by a plasma enhanced chemical vapor deposition (PECVD) method at $200^{\circ}C$ from $SiH_4$ highly diluted in $N_2$. The films were also prepared from $SiH_4$ diluted in He for comparison. The $N_2$ dilution was also effective in improving adhesion of the $SiN_x$ films, fascilitating construction of thin film transistors (TFTs). Metal-insulator-semiconductor (MIS) and Metal-insulator-Metal (MIM) structures were used for capacitance-voltage (C-V) and current-voltage (I-V) measurements, respectively. The resistivity and breakdown field strength of the $SiN_x$ films from $N_2$-diluted $SiH_4$ were estimated to be $1{\times}10^{13}{\Omega}{\cdot}cm$, 7.4 MV/cm, respectively. The MIS device showed a hysteresis window and a flat band voltage shift of 3 V and 0.5 V, respectively. The TFTs fabricated by using these films showed a field-effect mobility of $0.16cm^2/Vs$, a threshold voltage of 3 V, a subthreshold slope of 1.2 V/dec, and an on/off ratio of > $10^6$.

Analysis of Research Trends in the Field of Blockchain-based Supply Chain Traceability (블록체인 기반 공급망 추적성 분야 연구 동향 분석)

  • Lee, Jong-Ok;Kwon, Oh-Hun
    • Informatization Policy
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    • v.28 no.2
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    • pp.3-33
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    • 2021
  • The purpose of this study is to analyze the research trends in the field of Blockchain that is one of the core technologies of the 4th Industry, and present future research orientation. In this study, (1) Blockchain technologies in business perspective are summarized; (2) analysis criteria of Blockchain fields are established; and (3) results of analysis are presented and future research orientation is proposed. Major findings are as follows: (1) related research is being activate with the advent of the 3rd generation blockchain which aims for distributed applications. (2) major concerns of the technology (engineering) field is blockchain scalability and of the business (application) field is blockchain-based supply chain traceability. (3) Compared to overseas, domestic research results are very poor. (4) to catchup the gap, the spreading of awareness that blockchain is not a technology but a business means is required.

Development and Application of Business Model Analysis Framework (비즈니스 모델 분석 프레임 워크의 개발과 적용)

  • Ahn, Ji-Hang;Choi, Sang-Hoon;Chang, Suk-Gwon;Kim, Yong-Ho
    • Information Systems Review
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    • v.5 no.1
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    • pp.19-32
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    • 2003
  • This paper develops a business model analysis framework and suggests a step-wise approach to the exploration of new business models. Three generic business model components, Value Change Model, Value Connection Model, and Value Complement Model, are identified based on their value propositions, and a composite of them, called Value Combination Model, is proposed. In order to integrate various value propositions from these business models, a business model analysis framework is also suggested. In order to test its real-world applicability, a case study is performed on the WLAN services and the effectiveness of the framework as a business model analysis tool is demonstrated.

Development of City Gas Facilities Information Management System Work analysis and System configuration (도시가스 시설정보 관리시스템 개발 - 업무분석 및 시스템구성을 중심으로)

  • 서창완;문은호
    • Spatial Information Research
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    • v.4 no.2
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    • pp.181-187
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    • 1996
  • The purposes of this paper is to propose a methology for the efficient work analysis and system configuration for the developing of facilities information management system for city gas facilites. For this, work defining and user requirement was reflected on system, and systematic system development was derived through defining the problems of existing facilities management system. The study can be summarized as follows: First, existing work was computerized effectively by feedback with user interview on analyzing work. Second, it is appropriate to approach on system development in view of SI(System Integrate) which integrates Management Information System(MIS) and Geograph¬ic Information System(GIS). Third, it was found that Client-Server environment is good solution for now and future computer environment.

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A Study on The Change In Company Revenue Structure And The Networking Between Corporate Structures (기업의 수익 구조 변화와 기업 형태의 네트워크화에 관한 연구)

  • Choi, Won-Young;Lee, Choon-Yeul;Juhn, Sung-Hyun
    • Information Systems Review
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    • v.4 no.2
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    • pp.309-322
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    • 2002
  • In this paper, we study changes in company revenue structure. For this, we introduce a new concept for an expanded e-business community - Supra Hub. Based on this concept, we analyze current problems with regard to revenue structure in industry-specific cases and propose advisable alternatives. These alternatives are derived from Burts research on Network and Organization. We conclude that new community is coming connecting industry-specific networks.