• 제목/요약/키워드: Plant modeling

검색결과 903건 처리시간 0.029초

Additional power conservation in 200W power plant with the application of high thermal profiled cooling liquid & improved deep learning based maximum power point tracking algorithm

  • Raj G. Chauhan;Saurabh K. Rajput;Himmat Singh
    • Advances in Energy Research
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    • 제8권3호
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    • pp.185-202
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    • 2022
  • This research work focuses to design and simulate a 200W solar power system with electrical power conservation scheme as well as thermal power conservation modeling to improve power extraction from solar power plant. Many researchers have been already designed and developed different methods to extract maximum power while there were very researches are available on improving solar power thermally and mechanically. Thermal parameters are also important while discussing about maximizing power extraction of any power plant. A specific type of coolant which have very high boiling point is proposed to be use at the bottom surface of solar panel to reduce the temperature of panel in summer. A comparison between different maximum power point tracking (MPPT) technique and proposed MPPT technique is performed. Using this proposed Thermo-electrical MPPT (TE-MPPT) with Deep Learning Algorithm model 40% power is conserved as compared to traditional solar power system models.

Methods of Reviewing Constructability of Nuclear Power Plants Utilizing a Data-based Technology

  • Kim, Woo Joong;Lim, Byung Ki;Byon, SuJin
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.147-149
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    • 2015
  • A nuclear power plant construction project normally involves a large construction work of which the total project cost is over 5 trillion Won, Such a large-scale construction project has the risks of schedule delay and quality degradation due to increase in project cost, because designs are changed due to design errors. The reasons for design changes during installation are 1) insufficient engineering capability of the owner, 2) information discontinuance due to the multiple package method, and 3) inefficient constructability review processes. Accordingly, this study proposes, through problem analysis, a method of developing a constructability review system that utilizes constructability review processes and a data-based technology (3D modeling) that are optimized for nuclear power plant construction projects. It also presents a method of establishing a system for reviewing constructability in which constructability review processes and a Database (3D model, Schedule, Design change Items) are linked each other.

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Potential impact of climate change on plant invasion in the Republic of Korea

  • Adhikari, Pradeep;Jeon, Ja-Young;Kim, Hyun Woo;Shin, Man-Seok;Adhikari, Prabhat;Seo, Changwan
    • Journal of Ecology and Environment
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    • 제43권4호
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    • pp.352-363
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    • 2019
  • Background: Invasive plant species are considered a major threat to biodiversity, ecosystem functioning, and human wellbeing worldwide. Climatically suitable ranges for invasive plant species are expected to expand due to future climate change. The identification of current invasions and potential range expansion of invasive plant species is required to plan for the management of these species. Here, we predicted climatically suitable habitats for 11 invasive plant species and calculated the potential species richness and their range expansions in different provinces of the Republic of Korea (ROK) under current and future climate change scenarios (RCP 4.5 and RCP 8.5) using the maximum entropy (MaxEnt) modeling approach. Results: Based on the model predictions, areas of climatically suitable habitats for 90.9% of the invasive plant species are expected to retain current ecological niches and expand to include additional climatically suitable areas under future climate change scenarios. Species richness is predicted to be relatively high in the provinces of the western and southern regions (e.g., Jeollanam, Jeollabuk, and Chungcheongnam) under current climatic conditions. However, under future climates, richness in the provinces of the northern, eastern, and southeastern regions (e.g., Seoul, Incheon, Gyeonggi, Gyeongsangnam, Degue, Busan, and Ulsan) is estimated to increase up to 292%, 390.75%, and 468.06% by 2030, 2050, and 2080, respectively, compared with the current richness. Conclusions: Our study revealed that the rates of introduction and dispersion of invasive plant species from the western and southern coasts are relatively high and are expanding across the ROK through different modes of dispersion. The negative impacts on biodiversity, ecosystem dynamics, and economy caused by invasive plant species will be high if preventive and eradication measures are not employed immediately. Thus, this study will be helpful to policymakers for the management of invasive plant species and the conservation of biodiversity.

일일 50 kg DME 생산을 위한 파일럿 플랜트 분리 정제공정 모사 (Simulation of Separation and Purification Process of 50 kg/day Pilot Plant for DME Production)

  • 조정호;조원일;나영진;신동근;임계규
    • 한국가스학회지
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    • 제10권2호
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    • pp.22-26
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    • 2006
  • 본 연구에서는 하루 50 kg의 DME를 생산하기 위한 파일럿 플랜트를 Aspen Plus를 사용하여 전산모사 하였다. 전체 DME 분리공정의 모델링을 위하여 NRTL 액체 활동도계수 모델식을 사용하였으며 light 가스 성분의 용매의 용해도 추산을 위해서 Henry의 법칙을 사용하였으며 기상의 비이상성을 계산하기 위해서 SRK 상태방정식 모델식을 사용하였다. 전산모사 결과로 DME 분리탑의 중간 제품으로써 98 wt% 이상의 순도를 갖는 DME를 얻을 수 있었다.

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고리 1발전소 부지 내 지하수 유동 및 삼중수소 이동 모델링 (Groundwater Flow and Tritium Transport Modeling at Kori Nuclear Power Plant 1 Site)

  • 손욱;손순환;전철민;김구영
    • 방사성폐기물학회지
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    • 제9권3호
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    • pp.149-159
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    • 2011
  • 원전 운영자는 계통 및 기기의 열화 등에 의해서 발생할 수 있는 비계획적 방사성물질의 방출로 인한 환경 및 주변 주민에의 영향을 합리적으로 달성 가능한 한 낮게 유지하기 위해서 비계획적 방출을 조기에 감지할 수 있는 부지에 적합한 지하수 감시 프로그램을 수립해야 하며, 이를 위해서는 해당 부지의 수문지질 특성의 파악을 통해 지하수 유동을 평가해야 한다. 본 논문에서는 고리 1호기에서 계획되고 있는 지하수 감시 프로그램에 필요한 자료를 제공하기 위해, 고리 1발전소 부지의 기존 수문지질 조사 및 관련 자료의 조사를 통해 부지 내 지하수 유동특성을 파악하고 이를 바탕으로 가상의 비계획적 방출에 의한 삼중수소의 오염운(汚染雲)의 거동을 모의하였다. 모의 결과 지하수의 주 유동 방향은 남서방향이었으며 지하수의 대부분이 남쪽 및 동쪽 바다로 유입되었다. 삼중수소 오염운 역시 바다로 향하였으나 지하집수조(dewatering sump)에 의해 그 속도가 지연되는 것을 확인할 수 있었다.

하수처리 전산모사 프로그램을 통한 연계처리시 하수처리장 영향 평가 (Evaluation of the impact of sewage treatment plants in the Linked treatment through the sewage treatment computer simulation program)

  • 김성지;길경익
    • 한국습지학회지
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    • 제22권4호
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    • pp.321-327
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    • 2020
  • 산업발전과 인구증가, 생활수준의 향상으로 하·폐수 발생량 및 하수처리장 연계처리수가 매년증가 하고 있다. 연계처리수는 저유량 고농도의 특징을 가지고 있다. 따라서 하수처리장 운영에 큰 영향을 미치고 연계처리수를 처리하기 위해 많은 비용도 사용되는 것으로 나타났다. 본 연구에서는 연계처리수의 유입 유량을 개별 반응조로 전량 유입시킬 경우 방류수 수질이 적게 상승한 시나리오를 도출했고, 모델링 결과 유입하수, 무산소조에 유입시킬 경우 방류수 수질이 가장 적게 상승하는 것을 확인할 수 있었다. 이와 같은 결과를 바탕으로 연계처리수의 유입 유량을 유입하수와 무산소조로 분배하여 유입시킬 경우에 대하여 분배 비율에 대한 다양한 시나리오를 생성했다. 다양한 시나리오를 통해 모델링을 진행한 결과 유입하수(80%), 무산소조(20%)의 비율로 연계처리수의 유입유량을 분배 유입 시킬 경우 TN, TP의 수질이 가장 적게 상승하는 것으로 나타났다.

전국자연환경조사 자료를 이용한 종분포모형 연구 (A Study on the Species Distribution Modeling using National Ecosystem Survey Data)

  • 김지연;서창완;권혁수;류지은;김명진
    • 환경영향평가
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    • 제21권4호
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    • pp.593-607
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    • 2012
  • The Ministry of Environment have started the 'National Ecosystem Survey' since 1986. It has been carried out nationwide every ten years as the largest survey project in Korea. The second one and the third one produced the GIS-based inventory of species. Three survey methods were different from each other. There were few studies for species distribution using national survey data in Korea. The purposes of this study are to test species distribution models for finding the most suitable modeling methods for the National Ecosystem Survey data and to investigate the modeling results according to survey methods and taxonominal group. Occurrence data of nine species were extracted from the National Ecosystem Survey by taxonomical group (plant, mammal, and bird). Plants are Korean winter hazel (Corylopsis coreana), Iris odaesanensis (Iris odaesanensis), and Berchemia (Berchemia berchemiaefolia). Mammals are Korean Goral (Nemorhaedus goral), Marten (Martes flavigula koreana), and Leopard cat (Felis bengalensis). Birds are Black Woodpecker (Dryocopus martius), Eagle Owl (Bubo Bubo), and Common Buzzard (Buteo buteo). Environmental variables consisted of climate, topography, soil and vegetation structure. Two modeling methods (GAM, Maxent) were tested across nine species, and predictive species maps of target species were produced. The results of this study were as follows. Firstly, Maxent showed similar 5 cross-validated AUC with GAM. Maxent is more useful model to develop than GAM because National Ecosystem Survey data has presence-only data. Therefore, Maxent is more useful species distribution model for National Ecosystem Survey data. Secondly, the modeling results between the second and third survey methods showed sometimes different because of each different surveying methods. Therefore, we need to combine two data for producing a reasonable result. Lastly, modeling result showed different predicted distribution pattern by taxonominal group. These results should be considered if we want to develop a species distribution model using the National Ecosystem Survey and apply it to a nationwide biodiversity research.

국내 원자력발전소의 공기 압축기실에서 윤활유 화재의 위험성 분석을 위한 FDS의 활용 (Application of FDS for the Hazard Analysis of Lubricating Oil Fires in the Air Compressor Room of Domestic Nuclear Power Plant)

  • 한호식;황철홍;백경록;이상규
    • 한국안전학회지
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    • 제31권2호
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    • pp.1-9
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    • 2016
  • The standard procedure of fire modeling was reviewed to minimize the user dependence, based on the NUREG-1934 and 1824 reports. The hazard analysis of lubricating oil fires in the air compressor room of domestic nuclear power plant (NPP) was also performed using a representative fire model, FDS (Fire Dynamics Simulator). The area ($A_f$) and location of fire source were considered as major parameters for the realistic fire scenarios. As a result, the maximum probability to exceed the thermal damage criteria of IEEE-383 unqualified electrical cables was predicted as approximately 70% with $A_f=1m^2$. It was also found that for qualified electrical cables, the maximum probabilities of exceeding the criteria were 2% and 90% with $A_f=2$ and $4m^2$, respectively. It was concluded that all electrical cables should be replaced with IEEE-383 qualified cables and the dike to restrict as $A_f{\leq}2m^2$ should be installed at the same time, in order to assure the thermal stability of electrical cables for lubricating oil fires in the air compressor room of domestic NPP.

Identification and Characterization of Expansins from Bursaphelenchus xylophilus (Nematoda: Aphelenchoididae)

  • Lee, Dae-Weon;Seo, Jong Bok;Kang, Jae Soon;Koh, Sang-Hyun;Lee, Si-Hyeock;Koh, Young Ho
    • The Plant Pathology Journal
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    • 제28권4호
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    • pp.409-417
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    • 2012
  • We identified two novel expansin (EXP) genes in the expressed sequence tag database of Bursaphelenchus xylophilus, designated as Bx-EXPB2 and -EXPB3. Novel Bx-EXPBs encoded 150 amino acids and their similarities in coding sequence were 70.7-84.0% to the previously reported EXPB1 of B. xylophilus. Bx-EXPB2 and Bx-EXPB3 were clustered with Bx-EXPB1 and Bm-EXPB1, respectively, forming the independent phylogeny with other nematode EXPs. All identified Bx-EXPBs contained the signal peptide and were only expressed during the propagative stage, suggesting that they are secreted to facilitate nematode migration through hosts by loosening cell walls during infection. Quantitative real-time PCR analysis showed that the relative accumulation of Bx-EXPB3 mRNAs was the highest among the three Bx-EXPs examined and the order of mRNA accumulation was as follows: Bx-EXPB3 > Bx-EXPB2 >> Bx-EXPB1. Homology modeling of Bx-EXPBs showed that the structurally optimum template was EXLX1 protein of Bacillus subtilis, whichshared residues essential for catalytic activity with Bx-EXPB1 and Bx-EXPB2 except for Bx-EXPB3. Taken together, Bx-EXPB1 and Bx-EXPB2 may be involved migration through plant tissues and play a role in pathogenesis.

무인 컨테이너 운송 조향 제어의 적응 퍼지 제어와 응용 (Design of the Adaptive Fuzzy Control Scheme and its Application on the Steering Control of the UCT)

  • 이규준;이영진;윤영진;이원구;김종식;이만형
    • 한국항만학회지
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    • 제15권1호
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    • pp.37-46
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    • 2001
  • Fuzzy logic control(FLC) is composed of three parts : fuzzy rule-bases, membership functions, and scaling factors. Well-defined fuzzy rule-base should contain proper physical intuition on the plant, so are needed lots of experiences of the skillful expert. When membership functions are considered, some parameters on the memberships function such as function shape, support, allocation density should be selected well. The rule of scaling factors is 'scaling'(amplifying or reducing) for both input and output signals of the FLC to fit in the membership function support and to operate the plant intentionally. To get a better performance of the FLC, it is necessary to adjust the parameters of the FLC. In general, the adaptation of the scaling factors is the most effective adjustment scheme, compared with that of the fuzzy rule-base or membership function parameters. This study proposes the adaptation scheme of the scaling factors. When the adaptation is performed on-line, the stability of the adaptive FLC should be guaranteed. The stable FLC system can be designed with stability analysis in the sense of Lyapunov stability. To adapt the scaling factors for the error signals, the concept of the conventional MRAC would be introduced into slightly modified form. A tracking accuracy of the control system would be enhanced by the modified shape and support of the membership function. The simulation is achieved on the pilot plant with the hydraulic steering control of a UCT(Unmanned Container Transporter) of which modeling dynamics have lots of severe uncertainties and modeling errors.

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