• 제목/요약/키워드: Data Cleaning

검색결과 422건 처리시간 0.023초

Performance of cyclone separator for syngas production in downdraft gasifier

  • Kumara, Sunil;Shukla, S.K.
    • Advances in Energy Research
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    • 제4권3호
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    • pp.223-237
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    • 2016
  • The excess use of conventional sources of energy by the industries and power sector result in acute shortage of energy produced by fossil fuel. To overcome this energy crisis, biomass feedstock is used to produce syngas or producer gas. For cleaning the dust particle present in the producer gas cyclone separators are largely used. In this paper we investigate the performance parameters of cyclone separator mainly efficiency and pressure drop for different feedstock. Cyclone performance has been evaluated based on experimentation and empirical approach using Leith and Licht model. The same has also been calculated by using turbulent RSM in Ansys Fluent for Wood and Coconut shell feedstock. Experimental results show that using feed stock with 10 % Calcium oxide (CaO) by weight, the efficiency of cyclone got reduced from 71.87% to 70.75% for wood feed stock, whereas in case of coconut shell, the cyclone efficiency got reduced from 78% to 73.44%. It is also seen that Leith and Licht model and Reynolds stress model (RMS) predicts very close to the particle collection efficiency evaluated by using experimental data.

Investigating Determinants of Entrepreneurial Leadership Among SMEs and Their Role in Sustainable Economic Development of Saudi Arabia

  • NAUSHAD, Mohammad
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.225-237
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    • 2021
  • The current study aims to classify what determines entrepreneurial leadership among small and medium enterprises (SMEs) in the Saudi Arabian context. It also attempted to recognize the role played by entrepreneurial leadership by supporting SMEs in the nation's sustainable economic growth. The study is based on a primary survey administered among SMEs in the Riyadh region of Saudi Arabia. Overall, 152 responses were collected. However, after data cleaning, only 107 were found to be fit for final analysis. Structural Equation Modelling using SmartPLS® Software was applied for analysis. The findings emerged from the study immensely concluded that entrepreneurial leadership is an essential instrument for managers/owners of the SMEs sector who aim to improve the efficiency of tasks and contextual performance in Saudi Arabia. The study came across that "ability to absorb uncertainty," "ability to build commitment," "the ability to frame the Challenge," "the ability of path-clearing," and "ability to specify limits," are the five constructs that help frame the entrepreneurial leadership in the Saudi context. The study suggests that leadership trainers, SME policymakers must focus on precisely these skills to inculcate the ability of entrepreneurial leadership among Saudi entrepreneurs, SMEs owners, and managers.

당뇨병 모바일 앱 관련 연구동향: 텍스트 네트워크 분석 및 토픽 모델링 (Research Trend on Diabetes Mobile Applications: Text Network Analysis and Topic Modeling)

  • 박승미;곽은주;김영지
    • Journal of Korean Biological Nursing Science
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    • 제23권3호
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    • pp.170-179
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    • 2021
  • Purpose: The aim of this study was to identify core keywords and topic groups in the 'Diabetes mellitus and mobile applications' field of research for better understanding research trends in the past 20 years. Methods: This study was a text-mining and topic modeling study including four steps such as 'collecting abstracts', 'extracting and cleaning semantic morphemes', 'building a co-occurrence matrix', and 'analyzing network features and clustering topic groups'. Results: A total of 789 papers published between 2002 and 2021 were found in databases (Springer). Among them, 435 words were extracted from 118 articles selected according to the conditions: 'analyzed by text network analysis and topic modeling'. The core keywords were 'self-management', 'intervention', 'health', 'support', 'technique' and 'system'. Through the topic modeling analysis, four themes were derived: 'intervention', 'blood glucose level control', 'self-management' and 'mobile health'. The main topic of this study was 'self-management'. Conclusion: While more recent work has investigated mobile applications, the highest feature was related to self-management in the diabetes care and prevention. Nursing interventions utilizing mobile application are expected to not only effective and powerful glycemic control and self-management tools, but can be also used for patient-driven lifestyle modification.

APPRAISAL OF MAINTENANCE MANAGEMENT STRATEGIES USED IN PUBLIC HOSPITAL BUILDINGS IN LAGOS STATE, NIGERIA

  • Adenuga, O.A;Iyagba, R.O.;Ogunsanmi, E.O
    • 국제학술발표논문집
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    • The 2th International Conference on Construction Engineering and Project Management
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    • pp.837-847
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    • 2007
  • The study focused on the evaluation of maintenance management strategies used in public hospital buildings in Lagos state. It also assessed the labour composition for maintenance operations. In achieving these objectives, opinions of maintenance officers of ten (10) different hospitals in different local government areas of the state were sampled through well structured questionnaires. The data collected were analyzed using descriptive and inferential statistics. From the analysis, the study revealed that majority of those public hospitals do not have specific budget for maintenance programmes, maintenance policies, maintenance log book and maintenance manual to guide the operatives. About 98% of them do not understand the type of maintenance strategy being used for their maintenance operations. 78% of the maintenance work are only executed when there is a breakdown or in response to user's request. For labour composition, the cleaning of interior and exterior of the building, inspection of building elements, repairs and replacements of building elements are mainly carried out by in-house staff, while the repair and replacement of equipment is by outsourcing. The study also revealed that using in- house staff, reduces costs and provides a higher security while outsourcing provides more flexibility in staffing reduces equipment expenditures and provide better access to special skills. The study recommended proactive measures to provide necessary training and support for maintenance staff and users of these facilities and a means of securing sufficient funds for maintenance programmes.

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법규에 따른 자원회수시설의 건축적 형태에 관한 연구 - 서울과 도쿄를 중심으로 - (A Study on Architectural Form of Waste to Energy Plants in accordance with Law - Focus on Seoul and Tokyo -)

  • 정승원;이강준
    • 도시과학
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    • 제11권1호
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    • pp.29-35
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    • 2022
  • Waste to Energy Plant were recognized as hateful facilities, and there were many conflicts in the location due to social problems such as the NIMBY phenomenon due to problems such as damage to property in the surrounding area, odor, and image loss. Problems such as air pollution and odor are solved by the development of advanced prevention facilities such as electric dust collectors, wet cleaning systems, semi-dry reaction towers, bag filters, and catalyst towers (SCR: Selective Catalytic Reduction), and air recycling facilities in waste storage tanks. However, it is being avoided because of the perception that it is an incinerator. To resolve these conflicts, the government installs and operates resident convenience facilities to compensate residents near resource recovery facilities, provides green space and improves the environment, and supports heating expenses in accordance with the 「Waste Treatment Facility Support Act」. The purpose of this study is to derive implications through the analysis of domestic and overseas case studies for resident convenience facilities and environment improvement for the promotion of local communities in resource recovery facilities and use them as basic data for community promotion and environmental improvement when installing resource recovery facilities in the future.

1차종발생자료를 응용한 지리참조연산표준화 및 자료 품질 관리의 필요성 - 쇠무릎과 털쇠무릎의 적용 사례 - (Georeferencing of Primary Species Occurrence Data and Necessity of Data Quality Control - A Case Study of Two Varieties of Ox-Knee, Achyranthes bidentata Blume -)

  • 장진성;장계선;안영섭;김휘
    • 한국산림과학회지
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    • 제101권2호
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    • pp.185-194
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    • 2012
  • 한약재 우슬로 알려진 쇠무릎과 털쇠무릎 두 변종 식물표본자료의 지리참조연산 표준화 작업을 통해, 1차종 발생데이터를 수집하면서 발생된 오류의 특성과 발생 원인을 조사하였다. 본 연구에서 시도한 재동정의 경우, 변종 수준의 동정에서는 쇠무릎의 경우 41%, 털쇠무릎의 경우 28%가 오동정으로 확인되었지만, 동정자의 동정신뢰도 수준은 변종의 동정 정확도와 무관하였다. 전체 303개 표본자료 중 71점의 지리참조연산을 실시하여 산출된 불확실성의 범위는 0.1297 km(최소)-32.4 km(최대), 평균 4,055m, 표준편차 5,772m로 확인되었다. 털쇠무릎은 한반도 중부에 넓게 분포하였으나, 쇠무릎은 경상남도와 전라남도를 포함한 남부해안 지역과 서해안 지역을 중심으로 분포하였다. 바이오클림(Bioclim) 분포모델을 적용한 결과, 쇠무릎의 최적생육지역은 남부지방 및 서부해안지역인 반면, 털쇠무릎의 경우 충청남도를 중심으로 한 중부지역임을 확인하였다. 두 분류군이 위도상으로 구분되는 가장 중요한 원인은 기후 인자 중 강수량보다는 기온인자로 확인되었다. 표본자료의 정보량을 판단하기 위해 지리참조연산결과 종의 전체적인 분포정보, 기후 정보 모델링을 통한 최적생육분포 면적 등의 정보량이 증가되었다. 본 연구에서 실시한 것과 같이 자료 품질 향상을 위해 최초 자료수집과 이후 입력까지 모든 관리 절차에서 발생하는 오류를 관리할 필요가 있다.

라이프케어의 피부미용 NCS기반 자격 L3수준의 교육 중요도 연구 (An Importance Analysis on the NCS-Based Skin Care Qualification L3 Level of Education in Life Care)

  • 박채영;박정연
    • 한국엔터테인먼트산업학회논문지
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    • 제13권5호
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    • pp.263-271
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    • 2019
  • 최근 교육훈련기관과 산업체의 수요에 필요한 지식이 불일치하는 인력 미스매치(miss match)의 현상은 신입 직원의 재교육과 취업을 위한 사교육 비용 증가로 전이되어 결과적으로는 개인의 직무수행 능력 저하와 취업 역량 저조는 물론 국가 차원에서도 경제적, 물질적 낭비의 원인이 되고 있다. 이러한 문제점을 보완하기 위해 실무에서 바로 활용이 가능하고 산업체에서 추구하는 인재양성을 목표로 국가에서 지정하는 직무 능력의 표준점을 구한 국가직무능력표준(NCS: National Competency Standards)이 개발되었으며, 이러한 시대적 흐름과 맞물려 NCS를 기반 한 자격제도까지 등장하게 되었다. 따라서 본 연구는 교육기관에서 NCS와 NCS기반 자격에서 제시하고 있는 수준에 맞춰 학교급별로 교육과정을 편성 운영하고 있는 현 시점에서 NCS기반 자격에서 제시하고 있는 수준의 전반적인 점검을 위하여 피부미용 분야 NCS기반 자격 중 피부관리 L3수준의 능력단위와 능력단위 요소의 중요도 및 우선순위를 도출하였으며, 이를 통해 산업계에서 요구하는 직무 수준별 전문인력 양성에 필요한 교육과정 개발의 기초자료로 제공하고자 시도되었다. 본 연구는 현장 전문가집단, 교육 전문가집단으로 구성하였으며, L3수준의 능력단위와 능력단위 요소에 대한 요구분석을 위해 AHP 설문 기법을 실시하였다. 또한 AHP 분석을 위한 통계처리는 데이터 코딩(data coding)과 데이터 크리닝(data cleaning) 과정을 거쳐, SPSS(Statistical Package for Social Science) ver. 21.0 통계 패키지 프로그램과 AHP전용 솔루션인 Expert Choice 2000을 활용하였다. 그 결과 현장 전문가집단, 교육 전문가집단의 의견이 부분적으로 차이를 보였다. 이는 전문적인 능력을 갖춘 현장맞춤형 인재 양성을 목표로 변화하고 있는 현 시점에서, 교육훈련기관과 산업현장의 불일치를 해소해야함을 시사하고 있으며, 해결 방안으로는 산업현장에서 요구하는 인재상과 접목시켜 산업현장의 직무와 교육기관의 표준화된 교육이라 할 수 있다.

근·현대문화재 인력거 보존처리 (Conservation Treatment of Modern Cultural Heritage Rickshaw)

  • 김수철;박정혜;장한울;최재완;안주영
    • 보존과학회지
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    • 제32권2호
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    • pp.203-213
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    • 2016
  • 대한민국역사박물관 소장 인력거의 보존처리를 진행하였다. 근 현대문화재인 인력거의 보존처리는 '의자부', '덮개부', '바퀴부' 세부분으로 나누어 실시하였으며, 금속 목재 도료 섬유 및 가죽에 대한 재질적 분석값을 참고하여 보존처리 과정을 수립하였다. '의자부'에서는 도료의 들뜸 및 탈락이 확인되어 결손부에 대한 보강 및 복원을 실시하였다. 등받이와 팔걸이, 안장부분의 경우 전체적으로 손상이 많이 진행되었으며 추가 손상이 우려되었다. 추가 손상을 방지하기위해 유사 재질의 직물로 보강을 해주었다. '덮개부'에서는 백색 얼룩과 '바퀴부'의 바퀴살, 바퀴 틀 사이 철부식물이 확인되어 세척을 실시하였고 확인된 균열부의 접합 및 보강작업을 진행하였다. 근 현대문화재는 기존에 사용되었던 재료와 함께 근대에 발명되고 생산된 새로운 재질이 공존한다는 것이 가장 큰 특징이다. 대한민국역사박물관 소장 인력거의 보존처리가 근 현대문화재의 장기적 보존처리 방안을 모색할 수 있는 기초 자료로 활용 될 것으로 기대한다.

학교음용수 관리 및 이용실태 (A Study on the Management & Utilization of School Drinking Water)

  • 홍정화;박영수
    • 한국학교ㆍ지역보건교육학회지
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    • 제1권2호
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    • pp.87-104
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    • 2000
  • The purpose of this study was to obtain the basic data as a improvement method through the fact-revealing concerning the drinking water management of school and utilization of student. The problems of the research are as follows: First, to investigate status of management of drinking water by area and school. Second, to investigate student's utilization of drinking water by area and school. 1,400 students was selected at 45 elementary and middle-high schools located in Kang-won province, and this study was constituted of two questionnaires(for school's questionnaire and student's questionnaire). The results was analyse through the frequency analysis, $x^2$-test on the basis of the above research problem by SPSS program. The findings of this research are as follows; 1) The Management of School Drinking Water First, the source of school drinking water was mostly piped water. Inspection of water quality has been fulfilled under four times a year, in the other hands, from the result inspection, the schools which was given inadequate determination was 22.2%. Second, reservoir cleaning and hygiene inspection failed far short of the regulations. Especially, reservoir cleaning was managed by exterior consignment industry not low-level officials. Third, school water drinking was the most supplied through the type of water purifier. Water purifier has been distributed to city-located and middle-high school highly, factually the water from water purifier was served with water cup. Fourth, the selection standard of water drinking manager showed slightly differently by school, accordingly there need to develope integrated system with the respective to its effective systematic management. Fifth, water cup was mostly treated by only water clear, which is to vindicate the problems concerning hygiene management. 2) Utilization of school student on Drinking Water First, Disbelief on drinking water of school student was very high. Especially, proportion of middle-high school student's disbelief of drinking water was higher than elementary school student, also girls higher than boys. Many of student have heard to don't drink water from around people. And there were showed meaningful differences by area and school. Second, It was showed many student recognize had to utilize water purifier, boiled water. However, they have still drunken the tap water or portable water from their home. Third, Many of student showed negative response with the respective to the management conditions of drinking water in classroom, There were showed meaningful differences by area and school. From the fact-revealing of water cup management, Students mostly answered to 'only water clear' and the answer of 'None use' or 'With personal cup' was higher. Fourth, In bad experience of Drinking Water, student mostly answered to 'occasionally' and there were showed meaningful differences by school. student's disease experience with school drinking water was few and there were showed meaningful differences by area and gender.

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가지와 상추의 가공 중 azoxystrobin의 잔류량 변화 및 가공계수 (Residual characteristics and processing factors of azoxystrobin during eggplant and lettuce processing)

  • 김정아;서정아;이혜수;임무혁
    • Journal of Applied Biological Chemistry
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    • 제63권1호
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    • pp.51-60
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    • 2020
  • 본 연구는 azoxystrobin 농약을 가지와 상추에 처리한 후 세척 및 조리과정 중 농약의 잔류량 변화를 조사하기 위해 수행하였다. 가지는 흐르는 물 세척, 찜, 볶음으로 가공하였으며, 상추는 담금 물 세척, 흐르는 물 세척, 담금 후 흐르는 물 세척, 초음파세척, 데치기로 가공하였다. Azoxystrobin의 GC분석의 정량 한계는 0.01 mg/kg이었으며, 회수율은 84.7-109.5%이었다. Azoxystrobin을 살포하여 수확한 가지의 농약 잔류량은 0.204 mg/kg, 상추의 잔류량은 12.296 mg/kg이었다. 가지의 흐르는 물 세척, 세척 후 찌기, 세척 후 볶기의 잔류량은 0.059, 0.065, 0.05 mg/kg이었다. 상추의 담금 물 세척, 흐르는 물 세척, 담금 후 흐르는 물 세척, 초음파세척, 데치기의 azoxystrobin의 잔류량은 각각 3.027, 7.513, 3.937, 5.761, 3.241 mg/kg이었다. 가지와 상추의 azoxystrobin 농약의 가공계수 및 감소율을 산출한 결과는 다음과 같았다. 가지의 경우, 흐르는 물 세척의 가공계수 및 감소율은 0.29, 71.1%, 찜 가공한 가지는 0.32, 68.0%, 볶음 가공한 가지는 0.24, 75.7%이었다. 상추의 경우, 담금 물 세척한 상추의 가공계수 및 감소율은 0.25, 75.3%, 흐르는 물 세척은 0.61, 38.9%, 담금 후 흐르는 물 세척은 0.32, 68.0%, 초음파세척은 0.47, 53.1%, 데치기는 0.26, 73.6%이었다. 가지와 상추 중 잔류농약은 세척 및 조리가공을 통해서 잔류농약 감소에 효과가 있는 것을 확인할 수 있었으며, 세척 후 조리과정을 진행할 시, 대부분의 농약이 제거됨을 확인하였다. 따라서, 세척 및 가공 후 azoxystrobin 가공계수를 위해 평가에 기초자료로 제공할 수 있을 것이다.