• 제목/요약/키워드: R-Map

검색결과 816건 처리시간 0.033초

Hardware 유역의 수문매개변수 보정을 위한 SWAT-CUP 프로그램의 적용성 평가 (Evaluation of Applicability of SWAT-CUP Program for Hydrologic Parameter Calibration in Hardware Watershed)

  • 김상민
    • 한국농공학회논문집
    • /
    • 제59권3호
    • /
    • pp.63-70
    • /
    • 2017
  • The purpose of this study was to calibrate the hydrologic parameters of SWAT model and analyze the daily runoff for the study watershed using SWAT-CUP. The Hardware watershed is located in Virginia, USA. The watershed area is $356.15km^2$, and the land use accounts for 73.4 % of forest and 23.2 % of pasture. Input data for the SWAT model were obtained from the digital elevation map, landuse map, soil map and others. Water flow data from 1990 to 1994 was used for calibration and from 1997 to 2005 was for validation. The SUFI-2 module of the SWAT-CUP program was used to calibrate the hydrologic parameters. The parameters were calibrated for the highly sensitive parameters presented in previous studies. The P-factor, R-factor, $R^2$, Nash-Sutcliffe efficiency (NS), and average flow were used for the goodness-of-fit measures. The applicability of the model was evaluated by sequentially increasing the number of applied parameters from 4 to 11. In this study, 10-parameter set was accepted for calibration in consideration of goodness-of-fit measures. For the calibration period, P-factor was 0.85, R-factor was 1.76, $R^2$ was 0.51 and NS was 0.49. The model was validated using the adjusted ranges of selected parameters. For the validation period, P-factor was 0.78, R-factor was 1.60, $R^2$ was 0.60 and NS was 0.57.

건설기계 자동화를 위한 기술 로드맵 개발에 관한 연구 (A Study on the Development of Technology Roadmap for Construction Automation)

  • 김영석;서종원;이준복;김성근
    • 대한토목학회논문집
    • /
    • 제28권4D호
    • /
    • pp.493-504
    • /
    • 2008
  • 현재 건설시장에서는 시공의 기계화 및 로봇화 촉진을 통하여 인력의존형으로부터 탈피하고자 하는 노력이 지속적으로 이어져 오고 있다. 본 연구에서는 건설생산의 효율성 제고를 위한 건설기계장비의 활용도 향상을 위해 국내 외 건설기계 자동화와 관련된 연구개발 동향을 살펴보고, R&D 투자현황을 조사 분석하였다. 또한 건축과 토목공사에 있어 건설자동화 분류체계를 수립하고, 자동화 대상작업의 후보군을 선정한 후 설문조사를 통하여 자동화 대상작업의 우선순위를 도출하였다. 도출된 자동화 우선순위를 바탕으로 총괄로드맵을 작성하였으며, 자동화 단위 그룹과 단위 그룹 내 자동화 대상작업의 자동화에 필수적으로 요구되는 요소기술의 도출결과를 바탕으로 중점영역별 로드맵을 구축하여 제시하였다. 본 연구의 결과물은 국내 건설 생산방식의 성력화 및 기술집약화를 위한 첨단 기술분야 R&D 전략수립의 기초자료로 활용될 수 있을 것으로 기대된다.

A Visualization Scheme with a Calendar Heat Map for Abnormal Pattern Analysis in the Manufacturing Process

  • Chankhihort, Doung;Lim, Byung-Muk;Lee, Gyu-Jung;Choi, Sungsu;Kwon, Sun-Ock;Lee, Sang-Hyun;Kang, Jeong-Tae;Nasridinov, Aziz;Yoo, Kwan-Hee
    • International Journal of Contents
    • /
    • 제13권2호
    • /
    • pp.21-28
    • /
    • 2017
  • Abnormal data in the manufacturing process makes it difficult to find useful information that can be applied in data management for the manufacturing industry. It causes various problems in the daily process of production. An issue from the abnormal data can be handled by our method that uses big data and visualization. Visualization is a new technology that transforms data representation into a two-dimensional representation. Nowadays, many newly developed technologies provide data analysis, algorithm, optimization, and high efficiency, and they meet user requirements. We propose combined production of the data visualization approach that uses integrative visualization of sources of abnormal pattern analysis results. The perceived idea of the proposed approach can solve the problem as it also works for big data. It can also improve the performance and understanding by using visualization and solving issues that occur in the manufacturing process with a calendar heat map.

위키피디아로부터의 자동 병렬 문장 추출 기법을 이용한 영어-한국어 교차언어 정보검색의 번역 성능 개선 (Improving Query Translation by Extracting Parallel Sentences from Wikipedia for Cross-Language Information Retrieval)

  • 천주룡;고영중
    • 한국정보과학회 언어공학연구회:학술대회논문집(한글 및 한국어 정보처리)
    • /
    • 한국정보과학회언어공학연구회 2015년도 제27회 한글 및 한국어 정보처리 학술대회
    • /
    • pp.35-40
    • /
    • 2015
  • 본 논문은 영어-한국어 교차언어 정보검색의 질의어 번역에 대한 중요한 자원으로 활용되는 병렬 말뭉치의 품질 향상을 위해서, 위키피디아의 비교 말뭉치로부터 자동으로 병렬 문장을 추출하여 활용하는 기법을 제안한다. 기존 연구에서 질의어 번역을 위해 위키피디아의 이중 어휘 사전 및 동의어, 다의어 정보를 구축하고, 기 기축된 병렬 말뭉치와 함께 활용하여 여러 의미를 가진 번역 후보 단어들 중, 최적의 단어를 선택하는 방법을 이용하고 있다. 여기서 활용되는 병렬 말뭉치는 질의어 번역에서 가장 중요한 자원이다. 하지만, 기 구축된 병렬 말뭉치는 양이 적거나, 특정 영역을 중심으로 구성되어 있는 문제가 있다. 이러한 문제를 해결하기 위해, 본 논문은 위키피디아로부터 자동 병렬 문장 추출 기법을 이용, 대량의 영어-한국어 간 병렬 말뭉치를 구축하고, 이를 교차언어 정보검색을 위한 질의어 번역에 적용하여 개선을 보인다. 실험의 성능 비교를 위해서 NTCIR-5 데이터를 이용하였으며 기 구축된 세종 병렬 말뭉치를 활용한 질의어 번역의 성능이 MAP 31.5%, R-P 33.0%에서, 새롭게 구축한 위키피디아 병렬 말뭉치를 활용한 질의어 번역의 성능이 MAP 34.6%, R-P 34.6%로, 각각 MAP 3.1%와 R-P 1.6%의 성능 향상을 보였다.

  • PDF

HQSAR Study on Imidazo[1,2-b]pyridazine Derivatives as p38 MAP Kinase Antagonists

  • Bhujbal, Swapnil P.;Keretsu, Seketoulie;Cho, Seung Joo
    • 통합자연과학논문집
    • /
    • 제11권2호
    • /
    • pp.107-112
    • /
    • 2018
  • p38 MAP kinase belongs to the Mitogen-activated protein (MAP) kinase family; a serine/threonine kinase. It plays an important role in intracellular signal transduction pathways. It is associated with the development and progression of various cancer types making it a crucial drug target. Present study involves the HQSAR analysis of recently reported imidazo[1,2-b]pyridazine derivatives as p38 MAP kinase antagonists. The model was generated with Atom (A), bond (B), chirality (Ch), and hydrogen (H) parameters and with different set of atom counts to improve the model. An acceptable HQSAR model ($q^2=0.522$, SDEP=0.479, NOC=5, $r^2=0.703$, SEE=0.378, BHL=97) was developed which exhibits good predictive ability. A contribution map for the most active compound (compound 17) illustrated that hydrogen and nitrogen atoms in the ring A and ring B, as well as nitrogen atom in ring C and the hydrogen atom in the ring D provided positive activity in inhibitory effect while, the least active compound (compound 05) possessed negative contribution to inhibitory effect. Hence, analysis of produced HQSAR model can provide insights in the designing potent and selective p38 MAP kinase antagonists.

보건의료 R&D 연구성과 활용·확산을 위한 특허맵 분석 및 활용방안 연구 (Analysis and Application Methods of Patent Map for Performance Diffusion of Translational Research in Health Technology Research and Development)

  • 전수환;이경민;김미경;제영태;신상훈;김명환;김동석;박성호;김기태;곽정애;전혜경;권준영;김동일;김병수;박노현
    • KSBB Journal
    • /
    • 제28권6호
    • /
    • pp.339-348
    • /
    • 2013
  • Translational research (TR) as high quality research can accelerate collaboration strongly between biotechnology-based researchers and clinical-research experts for overcoming diseases. TR facilitates basic science translated to clinical efficacy and effectiveness from bench (basic science) to bedside (clinical practice) for the enhancement of human health. Disease-oriented TR programs were defined as unilateral, bilateral and multilateral TR in this patent performance analysis. Patent performance was measured in a R&D project on Health and Medical Technology to enhance the productivity of R&D investment on disease-oriented TR in Health Technology (HT). Patent Map (PM) analysis and Bibliometrics were conducted to collect information for the assessment of research patents of TR programs. Futhermore, PIAS (Patent Information Analysis System) and Thinklear programs were applied for quantitative and qualitative analysis successfully. These indicate that multi-dimensional analysis of patent performance for disease-oriented TR could promote the connection of R&D-IP (Research and Development-Intellectural Property) and R&BD (Research and Business Development) supporting system significantly.

후판 압연공정에서 선단부 굽힘 예측을 위한 롤 바이트 형상맵 기법에 관한 연구 (A Roll-Bite Profile Map Approach for the Prediction of Front End Bending in Plate Rolling)

  • 변상민;이재현;김상록
    • 소성∙가공
    • /
    • 제20권4호
    • /
    • pp.284-290
    • /
    • 2011
  • The front end bending(FEB) behavior of material that usually occurs in plate rolling is investigated. In this paper, a rollbite profile map approach that systematically predicts the FEB slope is presented. It is based on the concurrent use of shape factors and reduction ratios to ensure an accurate value of the FEB and its slope. In order to obtain the unit roll-bite profile map, the FEB slope model was decomposed into a temperature deviation component and a roll-velocity deviation component. By mapping the results of a series of finite element analyses to the unit functions of the roll-bite profile map, it was possible to obtain a realistic prediction of the FEB slope applicable to an actual plate rolling process. Thereby, the usefulness of the present approach is clearly demonstrated.