• 제목/요약/키워드: climate characteristics

검색결과 1,986건 처리시간 0.026초

도시화율 및 산업 구성 차이에 따른 딥러닝 기반 전력 수요 변동 예측 및 전력망 운영 (Deep Learning Based Electricity Demand Prediction and Power Grid Operation according to Urbanization Rate and Industrial Differences)

  • 김가영;이상훈
    • 한국수소및신에너지학회논문집
    • /
    • 제33권5호
    • /
    • pp.591-597
    • /
    • 2022
  • Recently, technologies for efficient power grid operation have become important due to climate change. For this reason, predicting power demand using deep learning is being considered, and it is necessary to understand the influence of characteristics of each region, industrial structure, and climate. This study analyzed the power demand of New Jersey in US, with a high urbanization rate and a large service industry, and West Virginia in US, a low urbanization rate and a large coal, energy, and chemical industries. Using recurrent neural network algorithm, the power demand from January 2020 to August 2022 was learned, and the daily and weekly power demand was predicted. In addition, the power grid operation based on the power demand forecast was discussed. Unlike previous studies that have focused on the deep learning algorithm itself, this study analyzes the regional power demand characteristics and deep learning algorithm application, and power grid operation strategy.

SP2 (Single Particle Soot Photometer)를 이용한 제주도 5월 Black Carbon 특성 (Characteristics of Black Carbon Particles in Ambient Air Using a Single Particle Soot Photometer (SP2) in May 2013, Jeju, Korea)

  • 오준;박진수;이상욱;안준영;최진수;이상덕;이용환;김현재;홍유덕;홍지형;김정호;김상우;이강웅
    • 한국대기환경학회지
    • /
    • 제31권3호
    • /
    • pp.255-268
    • /
    • 2015
  • Single particle soot photometer (SP2) is an advanced instrument capable of real-time measurement of concentration, coating thickness, and size distribution of individual BC particle using laser-induced incandescence. So far, there have been insufficient studies examining the real-time characteristics of BC in Korea. In this study, we examined temporal variations in BC concentration and mass size distribution of BC in volume equivalence diameter at a background site of Aewol, Jeju in May. Average concentration and mass median diameter (MMD) of BC particles measured during the study period (06~ 16 May 2013) were $0.69{\pm}0.48{\mu}g/m^3$ and $196{\pm}17nm$, respectively. The BC concentration measured in Aewol was very similar to that observed in the spring of 2012 in Baengnyeong island, and showed diurnal profiles similar to those in other background areas. MMD of BC ranged from 172 to 222 nm. It was found that the mass size distribution of BC varied depending on the location (ground-based), season, types of air masses, and altitude (aircraft-based).

울릉도 담수의 수리지화학적 특성 및 미생물 군집 구조 (Hydrogeochemical Characteristics and Microbial Community Structures of Freshwater in Ulleung Island)

  • 김동훈;조병욱;이병대;이정윤;오용화
    • 한국지하수토양환경학회지:지하수토양환경
    • /
    • 제29권3호
    • /
    • pp.1-13
    • /
    • 2024
  • This study investigated the hydrogeochemical and microbiological characteristics of freshwater on Ulleung Island, a volcanic island in the Ulleung Basin on the East Coast of Korea. The shallow groundwater (CSW, NRGW) and the surface water (SISW) samples are classified as Na-HCO3 type, reflecting an alkaline rock type and an oxidizing environment due to the influence of a highly permeable pyroclastic rock layer. In contrast, the deep groundwater sample (DMW) is classified as Ca-HCO3 type, suggesting the influence of deep-sourced carbon dioxide and reducing conditions. Microbial communities in the water samples are generally dominated by Proteobacteria, with the relative abundance of major genera varying depending on water quality and environmental conditions. Network analysis reveals the ecological characteristics of microbial communities adapted to specific environments. The presence of pathogenic genera in the shallow groundwater suggests potential groundwater contamination, necessitating appropriate management to ensure its use as drinking water or domestic water. The findings of this study provide valuable insights into the ecological characteristics of Ulleung Island's groundwater resources and can inform future groundwater management strategies.

일 종합병원 간호사의 지각된 간호조직특성과 직무만족 (Nursing Organizational Characteristics and Job Satisfaction of Nurses in a general hospital)

  • 박성애;이은주;김정희
    • 간호행정학회지
    • /
    • 제6권3호
    • /
    • pp.347-356
    • /
    • 2000
  • The purpose of this study was to identify the relationship between the nursing organizational characteristics and job satisfaction. Subjects were 362 nurses at a general hospital in Seoul. Data were collected from November 1, 1999 to November 31, 1999 with the structured questionnaires and analyzed by $SPSS-PC^+$ 8.0 for descriptive statistics, ANOVA, Pearson correlation, and stepwise multiple regression. The results were as follows; 1. The average score of the nursing organizational characteristics was 3.7. The score of head nurse's leadership was highest and supervisor's was lowest. The average score of the job satisfaction was 3.1 and was similar to the results of other studies. 2. Being regarded to the nursing organizational characteristics and job satisfaction by general demographic variables, The head nurse's leadership, the supervisor's leadership and interaction, and the overall nursing organizational characteristics showed significant differences by year of career, position status, and service-department(p<.1, p<.05). The job satisfaction showed significant difference by position status(p<.01). 3. There were correlations between the nursing organizational characteristics and job satisfaction(r=0.358-0.815). 4. The most important variable in the job satisfaction was 'organizational climate' and it was explained 32.0% out of the total variance of job satisfaction and 'all of nursing organizational characteristic factors' explained 47.5%. According to the results of this study, the suggestions were as follow: 1. To improve nurses' job satisfaction, the strategy for the development of the cooperative nursing organizational climate and for the strengthening of 'the nursing manager's leadership and interaction' in the nursing department are necessary. It should to be considered the differences in the nursing organizational characteristics and job satisfaction by nursing manager and staff nurses. 2. Further study needed to analysis the organizational climate for the management of the nursing organization. Also it is necessary for further investigation regarding to the relationship between the nursing organizational characteristics and job satisfaction of pre and post-organizational change.

  • PDF

예비 교사의 스캐폴딩을 강조한 기후 변화 환경 캠프의 효과 분석 (Effects of Pre-service Teacher's Scaffolding in Environmental Camp about Climate Change)

  • 주은정;이정아;장신호
    • 한국초등과학교육학회지:초등과학교육
    • /
    • 제32권1호
    • /
    • pp.82-94
    • /
    • 2013
  • The purpose of this study was to investigate the process and the effect of pre-service teacher's scaffolding in environmental camp program about global climate change. For this study, developed the environmental camp program based pre-service teacher's scaffolding and applied to 78 $5^{th}$ students. We analyzed the role of pre-service teacher in the process of scaffolding. In the result, the pre-service teachers conducted cognitive scaffolding like as "Focus", "Hint", "Tell or Summarize" and "Technical Help". They carried out the emotional scaffolding like as "Create Cheerful Atmosphere", "Encourage", and "Help in Living". Teaching and learning about global climate change, the theme of the camp, was regarded uncertain and complex. So, pre-service teacher's scaffolding was effective to promote environmental literacy about climate change of primary students (<0.05). The student teachers understanded the characteristics of the children through emotionally close relationships. The primary students were learned easier about global climate change through cognitive and emotional scaffolding. They experienced environmental practice with communal living in camp.

산업용 필터백의 구조에 따른 여과성능 특성 (Filtration Performance Characteristics according to Filter Bag Structure for Application of Industries)

  • 전성민;;이강산;이재랑;김광득;박영옥
    • 한국대기환경학회지
    • /
    • 제32권4호
    • /
    • pp.384-393
    • /
    • 2016
  • In this study, two kinds of industrial filter bags were tested for their filtration performance to apply the existing bag filter systems. Experimental variables were examined for pressure drop, cleaning interval, residual pressure drop, cleaning efficiency, fractional grade efficiency, total collection efficiency according to the filter bag structure. According to these results, the filter bags tested in this study demonstrated good performance in dust collection. This was also true for the double surface filter bag. The lifetime was longer than the round type filter bag because the filtration area was more than 1.6 times wider and the filter quality factor was much higher. Therefore, double surface filter bags are suggested to be used in order to increase filtration performance of the bag filter systems.

기업의 조직분위기가 직무만족과 직무성과에 미치는 영향에 관한 연구 (A study on the Effect of the Organizational Climate on the Job Satisfaction and Job Performance)

  • 이선규;김영형;이웅희
    • 산업경영시스템학회지
    • /
    • 제32권3호
    • /
    • pp.20-28
    • /
    • 2009
  • Member's perception toward organizational climate is an concept but generally it has been used in the meaning of Organizational climate by members, in an attempt to give an idea of what kind of meaning an organization can have from a psychological point of view to its members. This thesis insists Individual attitudes in the organization be changed characteristics of organization and individual who percepts the organization, one the basis of Organization climate effects individual attitudes directly and indirectly, and objective of the study is to verify the dependence of cause and effect between organization climate and job satisfaction and performance with manufacturing firms within Gumi National Industrial Complex. As a result, to promote the effectiveness and efficiency of the enterprise, firstly, we have to set an appropriate objectives within the organization, Secondly, the manager should recognize the controversial issue be solved in public. Lastly, the members should be inspired loyalty into their organization.

일 지역의 진료기관에 따른 간호사의 지각된 간호조직풍토 및 직무만족도 비교;2, 3차 진료기관을 중심으로 (A Comparison of organizational climate and job satisfaction of nurses according to type of hospital;a secondary hospital and a tertiary hospital)

  • 김찬임;윤숙희
    • 간호행정학회지
    • /
    • 제9권1호
    • /
    • pp.63-73
    • /
    • 2003
  • Purpose : The purpose of this study is to analyze the comparison of organizational climate and job satisfaction of nurses between a secondary hospital and a tertiary hospital. Method : The subjects of this study were 50 nurses who were working in a secondary hospital and 50 working in a tertiary hospital. The data was collected by self-reporting questionnaires. The data were analysed using frequency, percentage, mean, standard deviation, t-test, ANOVA, Pearson's correlation coefficient, regression analysis. Result : 1) There was no statistical significance of the difference of organizational climate between a secondary hospital and a tertiary hospital. However, there was a statistical significance of the difference of job satisfaction. 2) In the organizational climate, there was a significant difference by income in a secondary hospital, and by position in a tertiary center. 3) In the job satisfaction, there was significant differences by age, marriage, position, and duration of working in a secondary hospital, otherwise. there was no significant difference in a tertiary hospital. 4) There was significant positive correlation between organizational climate and job satisfaction. Organizational climate significantly affected job satisfaction. Conclusion : It is suggested that the nursing organizational effectiveness program should be developed with reflecting on organizational characteristics that the nurses perceived.

  • PDF

RCP 시나리오 기반 농업용 저수지의 내한능력 평가 (Assessment of Anti-Drought Capacity for Agricultural Reservoirs using RCP Scenarios)

  • 박나영;최진용;유승환;이상현
    • 한국농공학회논문집
    • /
    • 제55권3호
    • /
    • pp.13-24
    • /
    • 2013
  • Agriculture is affected directly by climate conditions and changes, and it is necessary to understand the impact of climate change on agricultural reservoirs which are the main water resources for paddy fields in Korea. This study aimed to evaluate the impact of climate change on the anti-drought capacity including water supply capability (WSC) and drought response ability (DRA) of agricultural reservoirs based on RCP (Representative Concentration Pathway) 4.5 and 8.5 scenarios of CanESM2 (The Second Generation Earth System Model) provided by CCCma (Canadian Center for Climate Modeling and Analysis). The WSC and DRA were estimated using frequency analysis and runs theory. The six reservoirs (Yooshin, Nogok, Kumsung, Songgok, Gapyung, Seoma) were selected considering geographical characteristics and design criteria of reservoir capacity. In case of Seoma reservoir, more than 10 year drought return period (DRP), the variation of the WSC was estimated larger than the others. In case of Yooshin reservior (2~5 DRP) DRC was decreased in 2025s under RCP8.5. These results could be utilized for agricultural reservoirs management and future design criteria considering climate change impacts on paddy irrigation.

Optimization fluidization characteristics conditions of nickel oxide for hydrogen reduction by fluidized bed reactor

  • Lee, Jae-Rang;Hasolli, Naim;Jeon, Seong-Min;Lee, Kang-San;Kim, Kwang-Deuk;Kim, Yong-Ha;Lee, Kwan-Young;Park, Young-Ok
    • Korean Journal of Chemical Engineering
    • /
    • 제35권11호
    • /
    • pp.2321-2326
    • /
    • 2018
  • We evaluated the optimal conditions for fluidization of nickel oxide (NiO) and its reduction into high-purity Ni during hydrogen reduction in a laboratory-scale fluidized bed reactor. A comparative study was performed through structural shape analysis using scanning electron microscopy (SEM); variance in pressure drop, minimum fluidization velocity, terminal velocity, reduction rate, and mass loss were assessed at temperatures ranging from 400 to $600^{\circ}C$ and at 20, 40, and 60 min in reaction time. We estimated the sample weight with most active fluidization to be 200 g based on the bed diameter of the fluidized bed reactor and height of the stocked material. The optimal conditions for NiO hydrogen reduction were found to be height of sample H to the internal fluidized bed reactor diameter D was H/D=1, reaction temperature of $550^{\circ}C$, reaction time of 60 min, superficial gas velocity of 0.011 m/s, and pressure drop of 77 Pa during fluidization. We determined the best operating conditions for the NiO hydrogen reduction process based on these findings.