• Title/Summary/Keyword: 인공 처리

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Further Treatment of Constructed Wetland Effluent using Filter Materials (여재를 이용한 인공습지 유출수 추가처리)

  • Haam, Jong-Hwa;Kim, Hyung-Joong;Kim, Yeong-Kyung
    • Journal of Wetlands Research
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    • v.11 no.2
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    • pp.9-16
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    • 2009
  • Further treatment facility using various filter materials was evaluated to treat effluent of constructed wetland. Further treatment facility was installed with 1m length in outlet of 3 constructed wetland (unplanted constructed; reed bed constructed wetland; cattail bed constructed wetland) using 3 filter materials (slag, activated carbon, oyster shell). Flow rate of three further treatment facility was 63 $m^3$/day (slag), 19 $m^3$/day (activated carbon), and 81 $m^3$/day (Oyster shell). COD removal rate of slag, activated carbon, and oyster shell was 6 %, 24 %, 1 %, and removal mass was 32 g/day, 30 g/day, and 5 g/day, respectively. All of further treatment facility was effective to removal organic materials. T-N and T-P removal rate of activated carbon was 24 % and 4 %, and slag and oyster shell was not effective to remove T-N and T-P. Overall, further treatment facility was effective to remove organic mater, constructed wetland combined with further treatment facility can remove nutrient and organic matters effectively.

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Artificial Intelligence-based Classification Scheme to improve Time Series Data Accuracy of IoT Sensors (IoT 센서의 시계열 데이터 정확도 향상을 위한 인공지능 기반 분류 기법)

  • Kim, Jin-Young;Sim, Isaac;Yoon, Sung-Hoon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.21 no.4
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    • pp.57-62
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    • 2021
  • As the parallel computing capability for artificial intelligence improves, the field of artificial intelligence technology is expanding in various industries. In particular, artificial intelligence is being introduced to process data generated from IoT sensors that have enoumous data. However, the limitation exists when applying the AI techniques on IoT network because IoT has time series data, where the importance of data changes over time. In this paper, we propose time-weighted and user-state based artificial intelligence processing techniques to effectively process IoT sensor data. This technique aims to effectively classify IoT sensor data through a data pre-processing process that personalizes time series data and places a weight on the time series data before artificial intelligence learning and use status of personal data. Based on the research, it is possible to propose a method of applying artificial intelligence learning in various fields.

An efficient Bi-LSTM based method for outlier detection and correction in golf swing motion estimation (골프 스윙 모션 추정에서 Bi-LSTM 기반의 효율적인 이상치 검출 및 보정 기법)

  • Ju, Chan-Yang;Park, Ji-Sung;Oh, Gyeong-Su;Choi, Hyun-Jun;Lee, Dong-Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.787-790
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    • 2021
  • 본 논문에서는 최신 모션 인식 기술을 활용하여 골프 스윙 비디오에서 사람의 자세를 추정한 후 다양한 원인으로 오검출된 좌표들을 보정하여 자세 추정의 정확도를 높이는 방법을 제안한다. 기존의 사람 자세 추정 모델은 골프 스윙 데이터에서 오검출, 반전, 불안정성, 미검출의 문제를 보여 정확한 자세 추정을 어렵게 했다. 이를 해결하기 위하여 본 연구에서는 자세 추정시 발생하는 이상치 데이터들을 Bi-LSTM 으로 학습하고 골프 스윙의 특징을 고려한 간단한 규칙을 통하여 이상치 데이터를 효과적으로 검출하고 이를 보정하는 방법을 제안한다. 또한 다양한 실험과 분석을 통하여 제안하는 방법이 골프 스윙 모션에서 사람의 자세를 정확히 추정할 수 있음을 보인다.

Effect of Artificial Lights on the Growth and Yield of Tomato (인공광 처리가 토마토 생육 및 수량에 미치는 영향)

  • Park, Yang-Ho;Jung, Hyo-Jin;Lee, Chae-Woon;Kim, Chan-Wo;Seo, Beom-Seck
    • Journal of Bio-Environment Control
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    • v.19 no.4
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    • pp.290-297
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    • 2010
  • The effect of supplemental light such as metal, Na and fluorescent lamp on the growth and productivity of tomato for 5 hours a day The growth rate of tomatoes under artificial light were increased 6~10% rather than the growth rate of tomatoes under no light treatment. Also the quantity and productivity of tomatoes under artificial light were increased rather than the quantity and productivity of tomatoes under no light treatment. Increasing profitability per 10a under artificial light were 9.4~28.2 million won.

A Study on Evaluating Benefits of Constructed Wetland (인공습지 조성에 따른 편익 산정 연구)

  • Jung, Jaewon;Nam, Jisu;Han, Daegun;Kim, Shinhoon;Kim, Hung Soo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.91-91
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    • 2017
  • 전 세계적으로 인공습지는 도시화, 기후변화 및 생활수준 향상으로 인한 홍수와 가뭄, 하천생태계 변화, 수질오염과 같은 환경문제의 해결방안으로 제시되고 있다. 이에 따라 국내에서도 여러 목적과 형태의 인공습지가 조성되고 있다. 인공습지의 경우 특정 기능을 목적으로 하여 조성하더라도 인공적 생태계가 조성되므로 복합적 기능을 갖게 된다. 하지만 현재까지의 인공습지 조성 효과에 관한 연구는 한가지 기능에만 초점을 맞추어서 실제 인공습지 조성의 가치가 저평가되고 있다. 본 연구에서는 하천변 인공습지 조성에 따른 여러 효과 중 가장 주가 되는 홍수저감 및 수질개선 기능에 대한 효과를 분석하고 이에 따른 편익을 산정하였다. 먼저 인공습지의 적용 대상 유역을 선정하고 유역 내에 입지를 결정하여 이에 맞는 인공습지를 설계 및 적용하였다. 인공습지 조성에 따른 홍수저감 효과 및 수질개선효과를 각각 분석하였다. 분석 결과에 대해 MD-FDA를 통해 홍수피해액을 산정하였고 대체비용법을 통하여 동일한 수질개선 효과를 갖는 하수처리시설의 하수처리비 및 운영관리비에 해당하는 수질개선 편익을 산정하였다. 본 연구를 통해 인공습지의 홍수저감 효과뿐만 아니라 수질개선 효과를 확인하였으며 정량적인 분석방법을 통해 두 가지 기능에 대한 효과를 분석하여 보았다. 또한 산정된 홍수저감 및 수질개선 효과를 경제적 가치로 환산하여 보다 객관적인 지표로 나타내었다. 본 인공습지 조성에 따른 종합적 편익 산정 연구 결과는 다목적의 인공습지를 적재적소에 적용하는데 기여할 것이다. 추후 생태적 기능, 레크레이션 기능 등에 따른 기타 편익 산정 방법론 조사를 통해 각 기능의 편익을 추가한다면 인공습지 조성에 따른 편익을 종합적으로 고려할 수 있을 것으로 판단된다. 또한 인공습지 조성의 소요사업비 및 유지관리비를 산정하여 인공습지 조성에 대한 경제성분석을 한다면, 실제 인공습지 조성 사업 시 사업의 타당성을 평가하는 기초자료로 활용할 수 있을 것으로 기대된다.

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배란동기화처리시 인공수정적기 구명에 관한 연구

  • 박정준;박수봉;이명식;임석기;전기준;정영훈;나기준;고대환;이규승
    • Proceedings of the KSAR Conference
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    • 2003.06a
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    • pp.92-92
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    • 2003
  • 한우사육규모가 다두사육화 되어가고 전업화되면서 발정관찰이 어려워지고 인공수정을 기피하는 현상이 나타나기 시작하였다. 이러한 인공수정 기피현상을 해소하기 위해 발정관찰이 필요없는 정시인공수정, 배란동기화 처리기술 등이 육우 및 유우에서 개발되어 사용되어지고 있으며, 이러한 기술을 한우에 접목시키기 위하여 배란동기화 처리시 적정한 인공수정시기를 구명하고자 본 연구를 수행하였다. 배란동기화 처리는 0일째에 GnRH를 1차 투여하고, 7일째에 PGF$_2$alfa를 투여하였으며, 9일째에 GnRH를 2차 투여하였고 이시점에서 20시간후부터 30시간까지 2시간 간격으로 초음파(Sonovet-600. Medison co., Korea)를 이용하여 난소내 난포발달상태를 촬영하였고 이러한 영상을 통해 난포의 배란시점을 검토한 결과, 공시두수 25두중 24~26시간에 4%(1/25), 26~28시간에 8%(2/25), 28~30시간에 48%(12/25), 30시간 이후에 8%(2/25)가 배란되었고, 계통별 1회 수정 수태율은 고급육계통이 48.1%(38/79), 다유계통이 43.9%(51/91)로 나타났으며, 계절별 1회 수정 수태율은 봄, 여름, 가을 별로 각각 45.8%, 33% 그리고 47.3%로 가을철이 다소 높은 경향이었다.

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Effect on Simulated Acid Rain and Wood Vinegar Treatment on Growth of Lonicera japonica (인공산성비 및 목초액 처리가 인동덩굴의 생장에 미치는 영향)

  • Seo, Dong-Jin;Kim, Jong-Kab
    • Journal of Korean Society of Forest Science
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    • v.99 no.3
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    • pp.432-438
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    • 2010
  • This study was carried out to understand the effect on soil chemical property, ion contents, and growth of Lonicera japonica by treatment of simulated acid rain and wood vinegar. It was treated total 30 times by one time per 2 weeks during 150 days from June to October dividing to various pH level of simulated acid rain (each pH 5.6, 4.5, 3.5 and 2.5) and the control site (pH 6.3). The wood vinegar diluted with 500 times was also treated total 10 times by one time per 2 weeks at the experimental sites. The soil pH was reduced as pH level of simulated acid rain was decreased. The organic content, total nitrogen, and Av. $P_2O_5$ in soil showed a tendency to increment. However, the soil improvement effect was exposed to be insufficient when a wood vinegar was treated. In the component of the plant body, $SO_4{^2}$ and $NO_3{^-}$ increased due to the simulated acid rain treatment and the increment ratio was reduced in the wood vinegar treatment plot. In addition, the cation contents showed a tendency to variation due to pH of simulated acid rain. And it showed more increment in the leaves than the root. The early fallen leaves and growth inhibition of L. japonica showed up after the simulated acid rain treatment but the growth of L. japonica increased after the wood vinegar treatment.

Damage of Rice, Soybean, Potato, and Red Pepper as Affected by Simulated Acid Rain (인공산성비에 의한 벼, 콩, 감자, 고추의 피해양상)

  • 이석순;김민경;백준호
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.42 no.1
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    • pp.56-60
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    • 1997
  • In order to investigate the relationships between the responses of four crops (rice, soybeans, potatoes, and red pepper) to acid rain, the simulated acid rain(SAR) of pH 1.8, 2.3, and 2.8 and normal rain of pH 6.0 were applied from 30 days after emergence to harvest at the two-week interval for rice, soybeans and red pepper and at a week interval for potatoes. SAR of pH 1.8 and 2.3 caused brown spots in the leaves of rice, soybeans, and red pepper and the damages were severer as the pH of SAR lowered, while no visual damages were observed in potatoes. The SARs did not affect chlorophyll content of rice and potatoes, while chlorophyll content of soybeans and red pepper decreased as the pH of SAR lowered. Photosynthetic activity was not significantly different among the pHs of SAR in rice, while decreased as pHs of SAR lowered from pH 2.8 to 1.8 in soybeans, potatoes, and red pepper. Yield of rice, soybeans, and potatoes was not affected by the pHs of SAR, but in red pepper the length, diameter, and weight of a fruit, the number of fruits per plant, and total matured fruit yield decreased as the pHs of SAR lowered. In rice and potatoes visual damages caused by SAR did not correlated with other observed traits. However, visual damages were negatively correlated with chlorophyll content and photosynthetic activity of soybeans and photosynthetic activity and yield of red pepper.

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Effect of Sodium Hydroxide Treatment on Scaffold by Solid Freeform Fabrication (조형가공기술을 이용한 인공지지체의 수산화나트륨 개질 효과)

  • Park, SuA;Lee, JungBok;Kim, YangEun;Kim, JiEun;Kwon, IlKeun;Lee, JunHee;Kim, WanDoo;Kim, HyungKeun;Kim, MiEun;Lee, JunSik
    • Polymer(Korea)
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    • v.38 no.6
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    • pp.815-819
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    • 2014
  • Scaffolds of tissue engineering should be biocompatible and biodegradable for cell attachment, proliferation and differentiation. In the various scaffold fabrication, 3D printing technique can make the three dimensional scaffold with interconnected pores for cell ingrowth. Polycaprolactone (PCL) is biodegradable polyester with a low melting temperature and has been approved by the Food and Drug Administration (FDA). In this study, PCL scaffold was fabricated by 3D bioprinting system and surface modification of PCL scaffold was controlled by NaOH treatment. Morphological change and wetability of NaOH-treated scaffold were observed by SEM and contact angle measurement system. The remnant of PCL treated with NaOH was measured by ATR-FTIR. In vitro study of scaffolds was evaluated with WST-1 and ALP activity assay. NaOH treatment of PCL scaffolds increased surface roughness, hydrophilicity, cell proliferation and osteogenic differentiation. These results indicate that NaOH-treated PCL scaffold made by 3D bioprinting has tissue engineered potential for the development of biocompatible material.

Constructed Wetlands in Treating Domestic and Industrial Wastewater in India: A Review (인도의 가정 및 산업 폐수 처리를 위한 인공습지: 총론)

  • Farheen, K.S.;Reyes, N.J.;Kim, L.H.
    • Journal of Wetlands Research
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    • v.23 no.3
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    • pp.242-251
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    • 2021
  • Surface water pollution is a serious environmental problem in developing countries, like India, due to the unregulated discharge of untreated wastewater. To overcome this, the constructed wetlands (CWs) have been proven to be an efficient technology for wastewater treatment. In this study, different existing and experimental facilities were reviewed to be able to determine the current status of constructed wetlands in India. Based on the collected data from published literature, industrial wastewater contained the highest average chemical oxygen demand (COD), biochemical oxygen demand (BOD). In terms of total nitrogen (TN), Total phosphorous (TP), the lowest concentration was found on domestic wastewater. Vertical flow constructed wetlands (VFCW) and Horizontal flow constructed wetland (HFCW) were more effective in removing TSS, BOD, TP in domestic and industrial wastewater, whereas hybrid constructed wetlands (HCW) showed the highest removal for COD. The use of constructed wetlands as advanced wastewater treatment facilities in India yielded better water quality. The treatment of wastewater using constructed wetlands also enabled further reuse of wastewater for irrigation and other agricultural purposes. Overall, this study can be beneficial in evaluating and promoting the use of constructed wetlands in India.