• 제목/요약/키워드: Empirical power

검색결과 945건 처리시간 0.031초

순환유동층 보일러 로내 탈황을 위한 석회석 평가 (Evaluation of Limestone for In-Situ Desulfurization in CFB Boilers)

  • 이시훈;김동원;이종민;배용채
    • Korean Chemical Engineering Research
    • /
    • 제57권6호
    • /
    • pp.853-860
    • /
    • 2019
  • 나날이 엄격해지는 환경 규제를 만족시키기 위하여, 고체 입자를 유체처럼 이용하는 순산소 순환유동층 및 초초임계 순환유동층 발전 기술이 전세계에서 개발되고 있다. 순환유동층 발전 공정들에서 미세먼지, 산성비의 주범으로 알려진 황산화물을 저감하는 전통적인 방법은 황산화물과 반응하는 석회석을 보일러 내에 직접 주입하는 것이다. 그러나 보일러 내에 주입된 석회석은 다양한 조업 변수들(온도, 압력, 고체 순환속도, 층밀도, 체류시간 등)의 영향을 받아 탈황 성능이 지속적으로 변화하게 된다. 이에 본 연구에서는 기존에 발표된 탈황 반응 속도식과 순환유동층의 수력학적 특성식들을 결합하여 순환유동층 보일러에서 석회석과 순환유동층 운전 특성들만으로 탈황 효율을 예측하는 식을 개발하였다. 특히 다양한 국내 석회석들의 탈황 반응들로부터 얻어진 실험 결과들을 이용하여 탈황 효율 예측식을 개선하였다.

A Study on the Prediction Model for International Trade Payment Using Logistic Regression

  • Joo, Hye-Young;Lee, Dong-Jun
    • Journal of Korea Trade
    • /
    • 제25권2호
    • /
    • pp.111-133
    • /
    • 2021
  • Purpose - Although remittance payment in international trade settlements has played a bigger role in recent years, scant research is being done. This study is to zero in on analyzing determinants of international trade payments focused on remittance by constructing a payment prediction model. Design/methodology - This study categorizes the types of trade payments into advance remittance, post remittance, linked remittance, letter of credit, and mixed payment, and analyzes these after constructing a logit model. For empirical analysis, 147 survey data were collected for export manufacturers in Korea, and binominal logistic regression analysis was used to analyze the type of payment method the exporter chooses for trade transactions. Findings - The likelihood of choosing advance remittance increased as the exporters had non-recovery experiences with payments, and decreased as the market power of importers increased. The possibility of post remittance increased when the export amount was large and the character of the buyer was reliable. In the case of linked remittance, it was highly likely to be selected when payment efficiency was important in trade settlement. In addition, when competition among companies in the global market is intense and market uncertainty is high, the possibility of using a letter of credit decreases. It was also found that the greater the export amount, the greater the possibility of choosing advance remittance, and even if the transaction period was longer, exporters using a letter of credit continued to use it. Originality/value - Despite the high proportion of remittances in international trade settlements, it has been hard to find studies that reflect the practical characteristics of remittances. This study classified the types of remittance into advance remittance, post remittance, and linked remittance, and built a trade payment prediction model by adding a letter of credit and mixed payment. In addition, the originality of this study is recognized in that a logistic model was constructed and meaningful results were derived.

도로 비점오염 해석을 위한 ROADMOD개발 및 적용: 도로청소 효과 분석 (Development and Application of ROADMOD for Analysis of Non-point Source Pollutions from Road: Analysis of Removal Efficiency of Sediment in Road by Sweeping)

  • 강희만;전지홍
    • 한국물환경학회지
    • /
    • 제37권2호
    • /
    • pp.103-113
    • /
    • 2021
  • In this study, an Excel-based model (ROADMOD) was developed to estimate pollutant loading from the road and evaluate BMPs. ROADMOD employs the Chezy-Manning equation and empirical expression for estimating surface runoff, and power function for pollutant buildup, and exponential function for pollutant washoff in SWMM. The results of model calibration for buildup and washoff using observed data revealed a good match between the simulation results and the observed data. The long-term surface runoff and sediment simulated by ROADMOD demonstrated a good match with those by SWMM with 2 ~ 14% of relative error. The shorter sweeping interval (within 8 days) remarkably decreased sediment loads from the road. It was found that the effect of reducing sediment loads from the road was greatly affected not only by the sweeping interval but also by sweeping on the day before a rainfall event. The 48% of removal efficiency of sediment loads from the road was achieved with 26 times of road sweeping per year when sweeping was performed on the day before the rainfall event. A 4-day sweeping interval showed similar removal efficiency (48%) with 96 times of sweeping per year. It is considered that the road sweeping on the day before a rainfall event could maximize the effect of reducing the non-point source pollution from the road with minimization of the number of road sweeping. So, the road sweeping on the day before a rainfall event can be considered as one of the useful and best management practices (BMPs) on road.

한국·중국·일본·미국 주식시장 간 동조화 현상: 글로벌 금융위기 전·후를 중심 (An Analysis of the Co-Movement Effect of Korean, Chinese, Japanese and US Stock Markets: Focus on Global Financial Crisis)

  • 최승욱;강상훈
    • 국제지역연구
    • /
    • 제18권3호
    • /
    • pp.67-88
    • /
    • 2014
  • 본 연구에서는 중국시장을 중심으로 수익률 전이현상(return spillover effect) 및 변동성 전이현상(volatility spillover effect)을 이변량 VAR-EGARCH 모형을 이용하여 실증 분석하였다. 그리고 최근의 글로벌 금융위기를 중심으로 금융위기 이전과 이후로 나누어서 전이효과를 실증 분석하였다. 실증분석 결과, 전체기간에서 중국으로부터 일본 만이 수익률 전이현상을 가지고 있었고 변동성 전이현상은 미국뿐만 아니라 일본, 한국에게도 모두 영향을 주었다. 기간을 나누어서 분석한 결과, 금융위기 전에는 일본과 한국에게 수익률 전이현상을 가지고 있었고 금융위기 후 그 크기가 상대적으로 증가한 것으로 나타났다. 또한, 중국의 변동성 전이현상도 한국에게 영향을 주고 미국으로부터 영향을 받다가, 금융위기 후 한국을 제외한 미국과 일본은 중국과 양방향의 관계를 가지고 있었고 그 크기가 증가하였다. 하지만 미국으로부터 중국으로의 변동성 전이현상은 감소하는 것으로 나타났다. 이는 글로벌 금융위기 이후 중국시장의 영향력이 증대되고 있음을 의미한다.

극지해역 운용 해양작업지원선(PSV)의 선형설계와 빙 저항추진 성능 연구 (A Study on the Hull Form Design and Ice Resistance & Propulsion Performance of a Platform Support Vessel (PSV) Operated in the Arctic Ocean)

  • 염종길;강국진;장진호;정성엽
    • 대한조선학회논문집
    • /
    • 제55권6호
    • /
    • pp.497-504
    • /
    • 2018
  • Platform Support Vessels operated in the Arctic Ocean support diverse operations of offshore plant in the sea, and the PSV is also needed to support works to exploit the oil and gas in the Arctic Ocean. Both of the ice breaking and the open sea performance have been considered together to secure the enhanced operational performance at the harsh environment in the Arctic Ocean and the open sea as well. In this study, One of the design requirements of a PSV is to guarantee continuous icebreaking performance with 3 knots at 1 m thickness of level ice, where the design draft is 7.5m and the engine power is 13 MW. Three hull forms were designed, and the ice resistance based on empirical formulas was estimated to select the initial hull form having an outstanding performance. The full scale performance of the designed hull forms was predicted by the ice model test conducted in the ice model basin of Korea Research Institute of Ships & Ocean Engineering(KRISO). The analysed results show that the selected hull form satisfies the above design requirement.

건물용 연료전지 복합배기구조 안전 실증평가 (An Empirical Evaluation of Safety of the Common Vent Structure for Stationary Fuel Cell Systems)

  • 이은경;이정운;문종삼;이성희;신동훈
    • 한국수소및신에너지학회논문집
    • /
    • 제29권6호
    • /
    • pp.596-605
    • /
    • 2018
  • Interest in hydrogen, as an energy carrier, has been growing to solve the problems on shortage of fossile fuels and greenhouse gas. According to the standard KGS FU 551 for stationary fuel cell installation, the fuel cell system could be connected up to two common exhausts to one floor. depending on the required power for building or the installation environment in buildings, multiple fuel cell systems could be installed. Afterwards the number of perforations and flues could be decided. Hence, economic efficiency in significantly determined with respect to installation area and the number of fuel cell systems. In addition, the complexity of common vent structure for stationary fuel cell systems could be changed. In this paper, Verification experiments were conducted by connecting the common exhaust system to the fuel cell simulation system and the actual fuel cell system. Humidity and temperature were changed at ON/OFF, but no factors were found to affect performance or system malfunction. Exhaust emissions were also measured to obtain optimized values. We intend to expand the diffusion of stationary fuel cells by verifying safety of common exhaust structure.

Experimental study on the condensation of sonic steam in the underwater environment

  • Meng, Zhaoming;Zhang, Wei;Liu, Jiazhi;Yan, Ruihao;Shen, Geyu
    • Nuclear Engineering and Technology
    • /
    • 제51권4호
    • /
    • pp.987-995
    • /
    • 2019
  • Steam jet condensation is of great importance to pressure suppression containment and automatic depressurization system in nuclear power plant. In this paper, the condensation processes of sonic steam jet in a quiescent subcooled pool are recorded and analyzed, more precise understanding are got in direct contact condensation. Experiments are conducted at atmospheric pressure, and the steam is injected into the subcooled water pool through a vertical nozzle with the inner diameter of 10 mm, water temperature in the range of $25-60^{\circ}C$ and mass velocity in the range of $320-1080kg/m^2s$. Richardson number is calculated based on the conservation of momentum for single water jet and its values are in the range of 0.16-2.67. There is no thermal stratification observed in the water pool. Four condensation regimes are observed, including condensation oscillation, contraction, expansion-contraction and double expansion-contraction shapes. A condensation regime map is present based on steam mass velocity and water temperature. The dimensionless steam plume length increase with the increase of steam mass velocity and water temperature, and its values are in the range of 1.4-9.0. Condensation heat transfer coefficient decreases with the increase of steam mass velocity and water temperature, and its values are in the range of $1.44-3.65MW/m^2^{\circ}C$. New more accurate semi-empirical correlations for prediction of the dimensionless steam plume length and condensation heat transfer coefficient are proposed respectively. The discrepancy of predicted plume length is within ${\pm}10%$ for present experimental results and ${\pm}25%$ for previous researchers. The discrepancy of predicted condensation heat transfer coefficient is with ${\pm}12%$.

Clinical Utility and Cut-Off Scores of the Korean Adult Attention-Deficit/Hyperactivity Disorder Rating Scale

  • Hong, Minha;Lee, Young Sik;Kim, Bongseog;Joung, Yoo Sook;Yoo, Hanik K;Kim, Eui-Jung;Lee, Soyoung Irene;Bhang, Soo Young;Lee, Seung Yup;Han, Doughyun;Bahn, Geon Ho
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • 제30권3호
    • /
    • pp.116-120
    • /
    • 2019
  • Objectives: This study was conducted to re-validate the clinical efficacy of the Korean Adult Attention-Deficit/Hyperactivity Disorder (ADHD) Rating Scale (K-AARS), which is a self-report scale for ADHD in adults, and to determine the clinical utility and cut-off scores of K-AARS. Methods: The participants were 135 drug naïve adults with ADHD and 144 healthy controls. To diagnose ADHD based on the diagnostic criteria of the Diagnostic and Statistical Manual of Mental Disorders, 5th Edition, two board-certified pediatric psychiatrists interviewed the participants and completed the Mini International Neuropsychiatric Interview. K-AARS was applied to all participants. K-AARS comprises six clinical subscales, one impairment subscale, and one driving behavior subscale. The receiver operating characteristic analysis was conducted to calculate the cut-off scores of K-AARS. Results: All subscale scores, including six clinical subscale, impairment subscale, and driving behavior subscale scores, were found to be significant in distinguishing adults with ADHD from healthy controls. The sensitivity and specificity of the six clinical subscales were 63.0-77.0% and 66.7-79.9%, respectively. The combined total score of the six clinical subscales, had a sensitivity of 80.0% and specificity of 79.9%. Conclusion: The discriminative power of K-AARS for the diagnosis of ADHD in adults was excellent, and K-AARS and the empirical diagnosis of adults can be useful in diagnosing ADHD in adulthood.

시베리아 샤머니즘 정신문화의 관점에서 본 샤먼복식 연구 (A study on shaman costume from the perspective of Siberian shamanism spiritual culture)

  • 유수;권미정
    • 복식문화연구
    • /
    • 제29권1호
    • /
    • pp.103-120
    • /
    • 2021
  • This study interprets Siberian shaman costumes from the perspective of Siberian shamanism's spiritual culture by combining theoretical and empirical studies. According to the natural environment and language families, the Siberian people are classified into the Altai, Tungus, Ural, and Paleo-Siberian groups. Se Yin's research classifies the spiritual culture of Siberian shamanism as cosmic, spiritual, and nature view. Eliade's research has divided Siberian shaman costumes into form, headdress, and ornament. According to the present study, shaman costume form and decoration reflect the Siberian three-tiered cosmic view, such that the shaman's head, body and feet correspond to the upperworld, middleworld and underworld. In addition, animism, totemism and ancestral worship appear in the shamanism's spiritual view. For example, the costume's form shows the totem of each tribe, while the costume accessories reflect animal worship, plant worship and ancestral worship. Finally, shamanism's nature view mainly manifests through three processes: personification, deification, and ethics. As an intermediary between man and the spirits, shaman use their clothing to reproduce the image of half man and half spirit. The shaman's costumes are deified and considered to have divine power. For example, the animals represented on the costume help the shaman travel through space. Generally, good animals help a shaman enter the upperworld, while animals that help a shaman enter the underworld are considered evil. Also, the number of hanging accessories represents the shaman's ability.

다변수 LSTM 순환신경망 딥러닝 모형을 이용한 미술품 가격 예측에 관한 실증연구 (An Empirical Study on Prediction of the Art Price using Multivariate Long Short Term Memory Recurrent Neural Network Deep Learning Model)

  • 이지인;송정석
    • 한국콘텐츠학회논문지
    • /
    • 제21권6호
    • /
    • pp.552-560
    • /
    • 2021
  • 새로운 미술품 유통방식의 발달로 미술품의 미적 효용을 넘어 투자재로서 바라보는 시각이 활성화되고 있다. 미술품의 가격은 주식이나 채권 등과 달리 객관적 요소와 주관적 요소들이 모두 반영되어 결정되는 이질적 특성이 있기 때문에 가격 예측에 있어서 그 불확실성이 높다. 본 연구에서는 LSTM(장단기 기억) 순환신경망 딥러닝 모형을 활용하여 낙찰총액 순위 1위부터 10위까지의 한국 작가의 회화 작품을 대상으로 작가의 특성, 작품의 물리적 특성, 판매적 특성 등을 입력으로 하여 경매 낙찰가의 예측을 시도하였다. 연구 결과, 모델에 의한 예측 가격과 실제 낙찰 가격의 차이를 설명하는 RMSE 값이 0.064 수준이었으며 작가별로는 이대원 작가의 예측력이 가장 높았고, 이중섭 작가의 예측력이 가장 낮았다. 투자재로서 미술품 시장이 더욱 활성화되고 경매 낙찰 가격의 예측 수요가 높아지면서 본 연구의 결과가 활용될 수 있을 것이다.