• 제목/요약/키워드: Organic degradation

검색결과 923건 처리시간 0.026초

Deep-learning based In-situ Monitoring and Prediction System for the Organic Light Emitting Diode

  • Park, Il-Hoo;Cho, Hyeran;Kim, Gyu-Tae
    • 반도체디스플레이기술학회지
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    • 제19권4호
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    • pp.126-129
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    • 2020
  • We introduce a lifetime assessment technique using deep learning algorithm with complex electrical parameters such as resistivity, permittivity, impedance parameters as integrated indicators for predicting the degradation of the organic molecules. The evaluation system consists of fully automated in-situ measurement system and multiple layer perceptron learning system with five hidden layers and 1011 perceptra in each layer. Prediction accuracies are calculated and compared depending on the physical feature, learning hyperparameters. 62.5% of full time-series data are used for training and its prediction accuracy is estimated as r-square value of 0.99. Remaining 37.5% of the data are used for testing with prediction accuracy of 0.95. With k-fold cross-validation, the stability to the instantaneous changes in the measured data is also improved.

The Dual-frequency (20/40 kHz) Ultrasound Assisted Photocatalysis with the Active Carbon Fiber-loaded Fe3+-TiO2 as Photocatalyst for Degradation of Organic Dye

  • Xiong, Shaofeng;Yin, Zhoulan;Zhou, Yuanjin;Peng, Xianzhong;Yan, Wenbin;Liu, Zhixiong;Zhang, Xiangyu
    • Bulletin of the Korean Chemical Society
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    • 제34권10호
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    • pp.3039-3045
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    • 2013
  • Dual-frequency ultrasound assisted photocatalysis (DUAP) method was proposed to degrade a stable organic model effluent, cresol red (CR), using the prepared $Fe^{3+}$-doped $TiO_2$ with active carbon fiber loading ($Fe^{3+}-TiO_2/ACF$) as photocatalyst. The influence of key factors, including Fe doping amount and power density of dual-frequency ultrasounds (20/40 kHz), on the degradation efficiency was investigated. The degradation efficiency rises to 98.7% in 60 min accompanied by the color removal of CR liquid samples from yellow to colorless transparent at optimal conditions. A synergy index of 1.40 was yielded by comparison with single ultrasound assisted photocatalysis (SUAP) and the photocatalysis without ultrasound assisted (UV/$TiO_2$), indicating that a clear synergistic effect exists for the DUAP process. Obvious enhancement of degradation efficiency for the DUAP process should be attributed to production of large amount of free radicals by strong cavitational effects of dual ultrasounds.

음식쓰레기의 실험실 규모 퇴비화에서 셀룰로스 분해에 대한 퇴비 식종효과 (The Compost Inoculation Effect on the Cellulose Degradation in Bench-scale Composting of Food Waste and Paper Mixture)

  • 신항식;정연구;황응주
    • 유기물자원화
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    • 제6권1호
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    • pp.21-30
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    • 1998
  • 음식 쓰레기와 종이류의 혼합퇴비화에서 퇴비 식종 효과는 온도 변화, pH, 이산화탄소 발생량, 암모니아 발생 속도 등으로 판단하여 볼 때 유기성 질소를 비롯한 유기물의 분해를 퇴비화초기 단계에서는 촉진하는 것으로 나타났다. 하지만 이러한 퇴비식종이 최종적으로 유기물 분해율이나 질소 손실량에는 영향을 주지 않았다. 또한 퇴비를 식종함으로써 초기 고온 단계의 셀룰로스 분해가 촉진되었으며 건조 중량으로 25% 식종은 초기에 충분한 양의 셀룰로스 분해 미생물을 공급하는 것으로 나타났다. 아울러 퇴비 식종량이 증가함에 따라 초기 단계의 셀룰로스 분해 효소 활성도가 높았으며, 단시간에 최대값으로 증가하는 경향을 보였다. 그러나 최대 셀룰로스 분해효소의 활성도 유지기간이나 최대값은 대체로 비슷하였다. 또한 최종적인 셀룰로스 분해율도 비슷하여 퇴비 식종효과는 셀룰로스의 빠른 분해에 제한되며, 셀룰로스의 전반적인 분해도 향상에는 기여하지 못하는 것으로 판단된다.

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하수슬러지의 습식산화반응에 대한 동력학적 연구 (Kinetics Study for Wet Air Oxidation of Sewage Sludge)

  • 안재환
    • 대한환경공학회지
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    • 제27권7호
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    • pp.746-752
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    • 2005
  • 본 연구에서는 저임계 습식산화 조건에서 반응온도, 시간 및 압력 등 반응조건이 슬러지의 분해 및 유기산의 생성에 미치는 영향을 조사하였다. 또한, 저임계 습식산화의 분해경로 및 수정된 동력학적 모델을 제안하였으며, 다양한 조건에서 수행된 실험결과와 예측치를 비교, 검토하였다. 회분식 실험결과 반응온도는 산화반응보다는 열적가수분해 반응에 직접적으로 영향을 미치며, 반응온도와 시간이 증가할수록 슬러지의 분해효율과 유기산의 생성효율이 증가하는 것으로 나타났다. 반응온도 $180^{\circ}C$, $200^{\circ}C$, $220^{\circ}C$$240^{\circ}C$, 반응시간 10 min에서 SS 농도의 제거율이 52.6%, 68.3%, 72.6% 및 74.4%로 나타나 반응 초기에 유기성 고형물(총 고형물의 약 75%)의 대부분이 액상화가 진행된 것으로 판단된다. 반응온도 $180^{\circ}C$, $200^{\circ}C$, $220^{\circ}C$$240^{\circ}C$, 반응시간 40 min에서 제거 슬러지당 생성된 유기산은 각각 93.5 mg/g SS, 116.4 mg/g SS, 113.6 mg/g SS 및 123.8 mg/g SS이며, 아세트산 생성은 24.5 mg/g SS, 65.5 mg/g SS, 88.1 mg/g SS 및 121.5 mg/g SS로 나타나 반응온도가 증가할수록 유기산의 생성율도 증가하였으며, 분해되기 쉬운 유기산이 아세트산으로 전환되는 것으로 나타났다. 제안한 수정 동력학적 모델에서 반응온도가 증가함에 따라 반응속도상수 $k_1$(고형물의 액상화), $k_2$(중간산물의 유기산 생성), $k_3$(중간산물의 최종분해) 및 $k_4$(유기산의 최종 분해) 모두 증가하였다. 이는 반응온도의 증가에 따른 유기성 고형물질의 액상화와 유기산 생성율의 증가를 의미한다. 반응속도상수($k_1{\sim}k_4$)에 대한 활성화에너지를 산정한 결과, 각각 20.7 kJ/mol, 12.3 kJ/mol, 28.4 kJ/mol 및 54.4 kJ/mol로 나타나 열적가수분해 반응 보다는 산화반응이 율속단계인 것으로 판단된다.

A Comparison of the Experiment Results and the Radical Degradation Pathways in PCE through Atomic Charge Calculation

  • Lee, Byung-Dae
    • 한국응용과학기술학회지
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    • 제33권3호
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    • pp.492-497
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    • 2016
  • The intermediate product resulting from the radical degradation experiment of PCE and the atomic charge gained through Gaussian03W were compared against each other. The result was that the ratio of PCE radical degradation was almost 98% or higher after the 9 hr point in reaction time. The reaction speed constant was $0.16hr^{-1}$ and it followed the first reaction. We could see that at each location of the PCE molecule, dechlorination happened at a point where the negative atomic charge was the greatest. Moreover, the intermediate product of PCE radical degradation that was confirmed in the experiment and literature coincided exactly with the intermediate product in the atomic charge calculation. Therefore, when the atomic charge is calculated, the radical degradation pathway of the organic chlorine compound could be forecast.

Degradation of Chlorinated Organic Compounds by Zero Valent Metals and an Electron carrier

  • Kim, Young-Hun
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2001년도 총회 및 춘계학술발표회
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    • pp.53-56
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    • 2001
  • The degradation of tetrachloroethene (PCE) and trichloroethene (TCE) by vitamin B$_{12}$, an electron mediator was examined when zero valent metals (ZVMs) were used as built electron donors. Dechlorination of PCE and TCE by iron and zinc in the presence of vitamin B$_{12}$ showed that the zinc and vitamin B$_{12}$ combination greatly enhances the reaction rates for both PCE and TCE, but iron and vitamin B$_{12}$ result in an increase in reactivity only for PCE degradation, not for TCE degradation in comparing with meta]s only. This result indicates vitamin B$_{12}$(I) Is active towards both PCE and TCE degradation while vitamin B$_{12}$(II) is active towards both PCE. Calculated activation energies for the dechlorination of PCE in the presence of Vitamin B$_{12}$ showed that vitamin B$_{12}$ lowered the activation energy about 40-60 kJ/㏖ for the both metals.the both metals.

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폴리케톤 섬유의 산소 플라즈마 처리에 따른 천연고무와의 계면접착 특성 (Interfacial Adhesion Properties of Oxygen Plasma Treated Polyketone Fiber with Natural Rubber)

  • 원종성;최혜영;유재정;최한나;용다경;이승구
    • 접착 및 계면
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    • 제13권1호
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    • pp.45-50
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    • 2012
  • 폴리케톤(polyketone, PK) 섬유는 고무의 강화재로 사용하기 위해서 최근 개발되고 있는 소재이다. 섬유의 고무와의 접착성을 향상시키기 위하여 플라즈마로 표면을 개질하였다. 산소 플라즈마 처리에 의한 섬유표면의 물리적 형태변화를 관찰하기 위하여 주사전자현미경과 원자현미경을 이용하여 관찰하였다. 섬유표면의 화학적 조성변화를 XPS (X-ray photoelectron spectroscopy)를 이용하여 알아보았다. 최종적으로 이러한 변화가 PK 섬유와 고무와의 계면접착력에 어떠한 영향을 미치는지를 microdroplet debonding 시험을 통해 분석하였다. 플라즈마 처리에 의하여 섬유표면에 산소함유기들이 증가하는 결과를 보였으며, 처리시간과 처리전력이 증가함에 따라 에칭에 의한 표면조도(RMS roughness)가 증가하였다. 그러나 장시간의 플라즈마 처리조건에서는 표면에 degradation이 발생하여 오히려 표면조도가 감소하는 결과를 보였다. PK 섬유와 고무와의 계면전단강도는 처리시간 60 s의 80 W, 처리전력 60 W의 180 s에서 처리한 경우에 최대 계면전단강도를 나타내었다. 그러나 그 이상으로 증가하면 degradation이 발생하면서 계면전단강도가 감소하였다.

Template-free preparation of TiO2 microspheres for the photocatalytic degradation of organic dyes

  • Al Ruqaishy, Mouza;Al Marzouqi, Faisal;Qi, Kezhen;Liu, Shu-yuan;Karthikeyan, Sreejith;Kim, Younghun;Al-Kindy, Salma Mohamed Zahran;Kuvarega, Alex Tawanda;Selvaraj, Rengaraj
    • Korean Journal of Chemical Engineering
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    • 제35권11호
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    • pp.2283-2289
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    • 2018
  • $TiO_2$ microspheres were successfully synthesised by simple solution phase method by using various amount of titanium butoxide as precursor. The prepared $TiO_2$ were characterized by X-ray diffraction (XRD), UV-vis diffuse reflectance absorption spectra (UV-DRS), X-ray photoelectron spectroscopy (XPS) and scanning electron microscopy (SEM). XRD analysis revealed that the as-synthesized $TiO_2$ microsphere poses an anatase phase. The photocatalytic degradation experiments were carried out with three different dyes, such as methylene blue, brilliant black, reactive red-120 for four hours under UV light irradiation. The results show that $TiO_2$ morphology had great influence on photocatalytic degradation of organic dyes. The experimental results of dye mineralization indicated the concentration was reduced by a high portion of up to 99% within 4 hours. On the basis of various characterization of the photocatalysts, the reactions involved to explain the photocatalytic activity enhancement due to the concentration of titanium butoxide and morphology include a better separation of photogenerated charge carriers and improved oxygen reduction inducing a higher extent of degradation of aromatics.

홍동면 유기농업의 전개 과정과 특성 (The Process of Development and Characteristics for Organic Agriculture at Hongdong)

  • 김기흥
    • 한국유기농업학회지
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    • 제24권4호
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    • pp.627-644
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    • 2016
  • Organic agriculture at Hongdong began with the conscious efforts of farmers who were influenced by Japanese experience and the environmental degradation by conventional agriculture in the mid-1970s. Based on their strong conviction, even though the lack of organic technique and information, those farmers started to implement organic agriculture which was beyond the production increase policy at that time. The solidarity among farmers could establish the foundation of organic agriculture through undergoing trial and error. Substantively interchange and communication between farmers and consumers played a prominent role to strengthen the organic agriculture at Hongdong as well.

Fate of Bentazon Metabolites in Soils

  • Cha, In-Cheol;Lee, Kyu-Seong;Chung, Doug-Young
    • 한국토양비료학회지
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    • 제45권6호
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    • pp.936-942
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    • 2012
  • This review was to elucidate the fate of Bentazon(3-isopropyl-1H-2,1,3-benzothiadiazin-4(3H)-one-2,2-dioxide) and its metabolites in soil. Bentazon is rapidly degraded to form polar metabolites which are mostly adsorbed to soil components, such as humin or fulvic acid, as non extractable forms and mineralized into $CO_2$ by light or micro-organisms in both aerobic or nonaerobic condition. The degradation of Bentazon is dependent on the rate of organic matters in soil and the use of land for the tillage. The degradation rate is decreased as the amount of organic matters in soil increases and if the land is under use for tillage. Sorption and mobility of Bentazon depends on soil pH and the content of organic matters in soil. Usually, the sorption of the metabolites of Bentazon is decreased with increase in the mobility and pH. Almost all of Bentazon is degraded within rhizosphere or forms conjugate bonds with soil organic matters before it reaches to the ground water.