• Title/Summary/Keyword: 이상치제거

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A study on the Response Characteristics of Fuzzy Controller & Fuzzy Neural Network Controller (퍼지 제어기와 퍼지 신경망제어기의 응답 특성에 관한 연구)

  • Kim, Hyeong-Su;Lee, Sang-Bu;Kim, Heung-Gi
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.6
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    • pp.1473-1482
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    • 1996
  • This study examines the response characteristics of the fuzzy controller and the fuzzy neural network controller. The former is excellent in terms of the overshoot at its values and has great advantages on the disturbance. But there exist some errors in its desired output. Many methods have been introduced that remove the errors of the desired state. This study is in more favor of the fuzzy neural network controller using the neural network than any other method. The fuzzy neural network controller complements the shortcomings of fuzzy controller and can be an accurate controller by being well-without any disturbance or error-converged to the desired output. And it is through simulation that the comparison of the two controllers is carried out in this study.

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Development of Adsorbent for Removing Toxic Organic Compounds(II) - Characterization of Adsolubilization of Organic Compounds by the Organo-anthracite - (유독성 유기화합물 제거를 위한 흡착제 개발(II) - Organo-anthracite에 의한 유기화합물의 흡착용해 특성 -)

  • Jang, Hyun-Suk;Park, Sang-Won
    • Journal of Korean Society of Environmental Engineers
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    • v.22 no.3
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    • pp.557-564
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    • 2000
  • This study is aimed to develop the adsorbent which can effectively remove toxic hydrophobic organic compounds from the aqueous phase. The emphasis was made to elucidate the adsolubilization behavior of sparingly soluble organic compounds (SSOCs) into the cetyltrimetylammonium bromide(CTAB) layer formed on anthracite by the partition coefficient. The amount of SSOCs removed from aqueous solution was increased with increase of the amount of CTAB coated on the surface and wich increase of SSOCs's hydrophobicity. With the surface-modified solid shown in above. chloroform and benzene at the initial concentration of $6{\times}10^{-4}M$ were removed over 95%. Experimentally determined partition coefficient($K_d$) values between organo-anthracite and organics were 4~25 times higher than theoretical $K_d$ values of same organics Organo-anthracite formed by the addition of the CTAB can effectively immobilize organic contaminants dissolved in landfill leachate and can also be applicable to wastewater treatment containing toxic hydrophobic organic compounds such as chloroform and benzene.

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Reconfiguration of Physical Structure of Vegetation by Voxelization Based on 3D Point Clouds (3차원 포인트 클라우드 기반 복셀화에 의한 식생의 물리적 구조 재구현)

  • Ahn, Myeonghui;Jang, Eun-kyung;Bae, Inhyeok;Ji, Un
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.40 no.6
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    • pp.571-581
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    • 2020
  • Vegetation affects water level change and flow resistance in rivers and impacts waterway ecosystems as a whole. Therefore, it is important to have accurate information about the species, shape, and size of any river vegetation. However, it is not easy to collect full vegetation data on-site, so recent studies have attempted to obtain large amounts of vegetation data using terrestrial laser scanning (TLS). Also, due to the complex shape of vegetation, it is not easy to obtain accurate information about the canopy area, and there are limitations due to a complex range of variables. Therefore, the physical structure of vegetation was analyzed in this study by reconfiguring high-resolution point cloud data collected through 3-dimensional terrestrial laser scanning (3D TLS) in a voxel. Each physical structure was analyzed under three different conditions: a simple vegetation formation without leaves, a complete formation with leaves, and a patch-scale vegetation formation. In the raw data, the outlier and unnecessary data were filtered and removed by Statistical Outlier Removal (SOR), resulting in 17%, 26%, and 25% of data being removed, respectively. Also, vegetation volume by voxel size was reconfigured from post-processed point clouds and compared with vegetation volume; the analysis showed that the margin of error was 8%, 25%, and 63% for each condition, respectively. The larger the size of the target sample, the larger the error. The vegetation surface looked visually similar when resizing the voxel; however, the volume of the entire vegetation was susceptible to error.

The Dental Hygienists' Perception of the National Practical Examination (치과위생사의 국가 실기시험에 대한 인식)

  • Ko, Da-Kyung;Bae, Sung-Suk
    • Journal of dental hygiene science
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    • v.16 no.6
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    • pp.488-494
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    • 2016
  • The purpose of the present study was to examine dental hygienists' perception of the current national practical examination. This research was performed using 199 self-reported surveys answered by professors of dental hygiene studies and clinical dental hygienist. Frequency analysis, chi-square tests, and analysis of variance were performed by using IBM SPSS Statistics ver. 20.0. The results revealed that many of the respondents consider the current national practical examination to be neutral. They did not think that the current national practical examination questions are useful for assessing occupation-centric integrated clinical practice ability and counseling techniques for patient intervention. The professors of dental hygiene studies believed that among the research tasks required as mentioned in the national practical examination questions, dental polishing and tooth brushing education are of paramount importance, whereas clinical dental hygienists believed that ultrasonic scaling is the most important (p<0.05). Most of the professors of dental hygiene studies reported that they conducted skills education for dental polishing and tooth brushing education, while most of the clinical dental hygienists reported that tasks actually performed in the clinic included impression taking, model fabrication, ultrasonic scaling, and explaining treatment precautions (p<0.05). Therefore, these tasks can be effectively carried out with the improvement of the national dental hygienist practical examination.

Development and Validation of Multiple Regression Models for the Prediction of Effluent Concentration in a Sewage Treatment Process (하수처리장 방류수 수질예측을 위한 다중회귀분석 모델 개발 및 검증)

  • Min, Sang-Yun;Lee, Seung-Pil;Kim, Jin-Sik;Park, Jong-Un;Kim, Man-Soo
    • Journal of Korean Society of Environmental Engineers
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    • v.34 no.5
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    • pp.312-315
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    • 2012
  • In this study, the model which can predict the quality of effluent has been implemented through multiple regression analysis to use operation data of a sewage treatment plant, to which a media process is applied. Multiple regression analysis were carried out by cases according to variable selection method, removal of outliers and log transformation of variables, with using data of one year of 2011. By reviewing the results of predictable models, the accuracy of prediction for $COD_{Mn}$ of treated water of secondary clarifiers was over 0.87 and for T-N was over 0.81. Using this model, it is expected to set the range of operating conditions that do not exceed the standards of effluent quality. In conclusion, the proper guidance on the effluent quality and energy costs within the operating range is expected to be provided to operators.

Neutralization and Buffer Effect of Crab Shell Powder in Kimchi (김치에 첨가한 게껍질 분말의 중화 및 완충효과)

  • 김순동;김미향;김미경;김일두
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.26 no.4
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    • pp.569-574
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    • 1997
  • In order to study the effect of ozone treated-CSP(crab shell powders) addition in kimchi on shelf-life, sensory quality, neutralization and buffer action during fermentation at 10"C were investigated. The edible periods of kimchi containing 2% CSP by investigating pH and acidity were prolonged by 40 and 33 days, respectively. CSP in kimchi showed strong neutralization action for 0~25 days and buffer action after 25 days during fermentation. The slow and complete neutralization action of 3% CSP in 2% lactic acid solution was observed. Amounts of lactic acid, which 2% CSP in kimchi was capable of absorption by buffer action during fermentation, was 0.07~0.3%. The studies of sensory quality improvement for CSP added kimchi was demanded in the furture.ture.

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Flood Damage Risk Assessment Using Rainfall-Damage Regression Models (강우-피해 회귀모형을 이용한 홍수피해위험도 평가)

  • Lee, Jong Seok;Park, Geun A;Kim, Jae Deok;Choi, Hyun Il
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.358-358
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    • 2021
  • 자연재해 중 홍수는 전 세계적으로 가장 큰 인적 및 물적 피해를 발생시키고 있으며, 지구온난화로 가속화되고 있는 기후변화는 더욱 극심한 호우와 태풍 현상을 야기하고 있다. 최근 우리나라에서도 2020년 장마는 역대 가장 긴 장마로 기록되는 등 변화된 기상현상으로 인해 홍수피해의 빈도와 강도가 지속적으로 증가하고 있다. 따라서, 이상기후로 인한 홍수피해에 대한 대비와 적응을 위해 위험도 평가, 예·경보시스템, 대피체계 등과 같은 비구조적 대책의 수립이 필요하다. 그 중 홍수피해에 대한 위험도 평가는 과거 홍수피해자료를 바탕으로 지역별 피해양상이나 상대적인 피해위험도를 파악할 수 있으므로 홍수피해 저감대책 수립에 중요한 비구조적 도구로 인식되고 있다. 이에 따라 본 연구는 행정구역별 과거 강우특성 및 홍수피해자료를 분석하여 강우조건에 따라 예상되는 홍수피해위험도를 평가하는 방법을 제안하고자 한다. 이를 위해 먼저, 국민재난안전포털에서 제공하는 재해연보에서 행정구역별 최근 20년 동안의 호우 및 태풍으로 인한 피해자료를 수집하여 인적 및 물적 피해특성 자료를 구축하고, 홍수피해가 발생한 기간에 대해 기상청에서 제공하는 시강우량 자료를 수집하여 홍수피해 사상별 다양한 강우특성자료를 구축한다. 구축된 자료를 이용하여 행정구역별 강우-피해 상관분석을 수행하고, 회귀분석 과정에서 이상치가 존재할 경우 회귀모형의 적합도를 향상시키기 위해 이상치를 제거하고 분석하여, 회귀식의 결정계수 및 유의성 검정결과를 바탕으로 3가지 원인별(호우, 태풍, 종합), 2가지 홍수피해별(인적, 물적) 강우-피해 최적 회귀함수를 선정한다. 최종적으로 강우조건에 따른 홍수피해 규모를 예측하고, 이를 통하여 행정구역별 상대적인 홍수피해위험도를 평가한다. 본 연구를 통해 행정구역별 강우조건에 따른 예상 홍수피해위험도를 분석하여 홍수피해에 대한 저감대책 수립에 기초자료를 제공할 수 있을 것으로 기대된다.

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The Noise Level Assessment of Dental Equipment (치과 의료장비의 소음 수준 평가)

  • Lee, Jeong-Suk;Han, Ye-Seul;Cho, Young-Sik
    • Journal of dental hygiene science
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    • v.15 no.5
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    • pp.603-611
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    • 2015
  • This research is aimed at cutting off hearing loss and other harmful factors due to noise and providing basic material for noise reduction plan. As the research method, this research assessed noise by measuring acoustic pressure level and frequency in various situation of non-treatment and treatment. As the measurement result, average noise degree of high speed handpiece of non-treatment, ultrasonic waves scaler, and low speed handpiece showed 58~66 dB(A). Average noise degree of scaling of treatment, tooth elimination, and denture adjust showed 73~81 dB(A). The result is inferior to recognized standards of noise induced hearing loss. But the result of assessing this with (noise rating) NR curve was NR-73~78, which exceeded general workplace noise standard. This level can cause hearing loss when exposed to a long time. Therefore, treatment office noise during dental treatment can cause psychological and physical damage in dental clinic employees, and it is urgently required to establish systematic and active noise reduction plan.

Comparison of Splices between Bolts and Welding Spliced PHC Piles (볼트 수직이음 PHC말뚝와 용접이음 PHC말뚝의 이음부 거동 비교)

  • Kim, Myunghak;Choi, Yongkyu
    • Journal of the Korean Geotechnical Society
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    • v.34 no.12
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    • pp.93-103
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    • 2018
  • Behaviors of splices between bolts and welding spliced PHC piles using the tensile strength test were analyzed. The bolts spliced PHC piles, which were tightened over $200N{\cdot}m$ tightening torque, showed straight V shaped line at splices at the lowest 20 N load. Both sides of PHC piles stayed straight, so the full section of bolts spliced piles did not show the unifying behavior, which was the most important performance requirement as pile. Other bolts spliced PHC piles, tightened with $20N{\cdot}m$ loosening torque, also showed the same straight V shaped line at splices for each step of loading. The full section of bolts spliced piles did not return to the initial position after each step of unloading and did not show the elastic material behavior. The splices quality of bolts spliced piles is much lower than that of welding spliced piles with respect to displacement of splices during each step of loadings, residual displacements during each step of unloadings, and failure loads. Results showed that bolts spliced PHC piles, tightened with both over $200N{\cdot}m$ and as low as $20N{\cdot}m$ torque, fell short of performance requirements of spliced PHC pile.

A Convergence Study on Removal Effects of Dental Plaque from General and Chewing Toothbrush (일반 칫솔과 씹는 칫솔의 치면세균막 제거 효과 융합연구)

  • Kim, Song-I;Song, Eun-Young;Lee, Yu-Na;Jeong, Yong-Mi;Hwang, Ui-Sun;Kang, Kyung-hee
    • Journal of Digital Convergence
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    • v.16 no.12
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    • pp.505-510
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    • 2018
  • This study aimed to compare the elimination effect of dental plaque between general toothbrushes and chewing toothbrushes, so as to investigate whether the chewing toothbrushes have the practicality as the alternatives of general toothbrushes and their utilities in the real life. The study subjects were 30 healthy adults in their 20s who maintained the good dental condition over 16 teeth without systemic diseases, and the decline rates of dental plaque index after usages of general and chewing toothbrushes were calculated. Upon the comparisons of dental plaque decline rates before and after the usages of general and chewing toothbrushes, PHI index was declined from 7.02 to 1.91 in case of the general toothbrush demonstrating dental plaque decline by 72.79%, while it was declined from 6.72 to 4.08 in the chewing toothbrush demonstrating decline by 39.29%. Currently, a variety of dental care items are available in the Korean market, hence, various studies are required on the dental care items so as for the people to properly choose the items.