• 제목/요약/키워드: Pseudo data

검색결과 797건 처리시간 0.022초

Experimental evaluation of an inertial mass damper and its analytical model for cable vibration mitigation

  • Lu, Lei;Fermandois, Gaston A.;Lu, Xilin;Spencer, Billie F. Jr.;Duan, Yuan-Feng;Zhou, Ying
    • Smart Structures and Systems
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    • 제23권6호
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    • pp.589-613
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    • 2019
  • Cables are prone to vibration due to their low inherent damping characteristics. Recently, negative stiffness dampers have gained attentions, because of their promising energy dissipation ability. The viscous inertial mass damper (termed as VIMD hereinafter) can be viewed as one realization of the inerter. It is formed by paralleling an inertial mass part with a common energy dissipation element (e.g., viscous element) and able to provide pseudo-negative stiffness properties to flexible systems such as cables. A previous study examined the potential of IMD to enhance the damping of stay cables. Because there are already models for common energy dissipation elements, the key to establish a general model for IMD is to propose an analytical model of the rotary mass component. In this paper, the characteristics of the rotary mass and the proposed analytical model have been evaluated by the numerical and experimental tests. First, a series of harmonic tests are conducted to show the performance and properties of the IMD only having the rotary mass. Then, the mechanism of nonlinearities is analyzed, and an analytical model is introduced and validated by comparing with the experimental data. Finally, a real-time hybrid simulation test is conducted with a physical IMD specimen and cable numerical substructure under distributed sinusoidal excitation. The results show that the chosen model of the rotary mass part can provide better estimation on the damper's performance, and it is better to use it to form a general analytical model of IMD. On the other hand, the simplified damper model is accurate for the preliminary simulation of the cable responses.

서비스 제공자의 비언어적 커뮤니케이션이 브랜드 이미지, 고객만족, 재방문의도에 미치는 영향 : 패스트푸드점을 중심으로 (The Impact of Service Providers's Nonverbal Communication on Brand Image, Customer Satisfaction, Revisit Intention : Focused on Fast Food Restaurants)

  • 유영진
    • 한국콘텐츠학회논문지
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    • 제18권12호
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    • pp.319-331
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    • 2018
  • 본 연구는 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션이 브랜드 이미지, 고객만족, 재방문의도에 미치는 영향을 파악하기 위하여 수행되었다. 이를 위해 대구지역의 패스트푸드점 이용고객 309명의 설문자료를 수집하여 분석에 사용하였다. 자료 분석을 위해 SPSS 프로그램의 빈도분석, 요인분석, 다중회귀분석을 사용하였다. 요인분석을 통해 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션은 표정언어, 외모적언어, 의사언어, 공간적 행위의 4 구성요소로 확인되었으며, 다중회귀분석결과 비언어적 커뮤니케이션의 4 구성요소는 브랜드 이미지, 고객만족, 재방문의도 각각에 정(+)의 영향을 미치고 있는 것으로 나타났다. 본 연구는 결과를 통해 패스트푸드점 서비스 제공자의 비언어적 커뮤니케이션의 영향력을 확인하고 실무적 차원의 시사점과 이론적 차원의 시사점을 제시하였다.

P2O5로 표면 개질한 폐감귤박 활성탄에 의한 Bisphenol A의 흡착 특성 (Adsorption Characteristics of Bisphenol A Using Activated Carbon Based on Waste Citrus Peel and Surface-Modified with P2O5)

  • 감상규;김명찬;이민규
    • 한국환경과학회지
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    • 제27권11호
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    • pp.1095-1104
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    • 2018
  • The adsorption characteristics of bisphenol A (BPA) were investigated using activated carbon based on waste citrus peel (which is abandoned in large quantities in Jeju Island), denoted as WCP-AC, and surface-modified with various $P_2O_5$ concentrations (WCP-SM-AC). Moreover, coconut-based activated carbon (which is marketed in large amounts) was surface-modified in an identical manner for comparison. The adsorption equilibrium of BPA using the activated carbons before and after surface modification was obtained at nearly 48 h. The adsorption process of BPA by activated carbons and surface-modified activated carbons was well-described by the pseudo second-order kinetic model. The experimental data in the adsorption isotherm followed the Langmuir isotherm model. With increasing $P_2O_5$ concentration (250-2,000 mg/L), the amounts of BPA adsorbed by WCP-SM-AC increased till 1,000 mg/L of $P_2O_5$; however, above 1,000 mg/L of $P_2O_5$, the same amounts adsorbed at 1,000 mg/L of $P_2O_5$ were obtained. With increasing reaction temperature, the reaction rate increased, but the adsorbed amounts decreased, especially for the activated carbon before surface modification. The amounts of BPA adsorbed by WCP-AC and WCP-SM-AC were similar in the pH range of 5-9, but significantly decreased at pH 11, and increased with increasing ionic strength due to screening and salting-out effects.

에틸렌다이아민테트라아세트산으로 개질된 벤토나이트를 이용한 합성폐수 내 아연 이온 흡착 (Adsorption of Zinc Ion in Synthetic Wastewater by Ethylenediaminetetraacetic Acid-Modified Bentonite)

  • 정명화;권동현;임연주;안종화
    • 한국물환경학회지
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    • 제35권2호
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    • pp.123-130
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    • 2019
  • Ethylenediaminetetraacetic acid-modified bentonite (EMB) was used for adsorption of zinc ion (Zn) from aqueous solution, compared with unmodified bentonite (UB). Parameters such as dose (0.750 ~ 3.125 g/L), mixing intensity (10 ~ 150 rpm), contact time (0.17 ~ 30 min), pH (2 ~ 7), and temperature (298 ~ 338 K), were studied. Zn removal efficiency for EMB was 20 ~ 30 % higher, than that for UB, in all experiments. Thermodynamic studies demonstrated that adsorption process was spontaneous with Gibb's free energy (${\Delta}G$) values, ranging between -5.211 and -7.175 kJ/mol for EMB, and -0.984 and -2.059 kJ/mol for UB, and endothermic with enthalpy (${\Delta}H$) value of 9.418 kJ/mol for EMB and 7.022 kJ/mol for UB. Adsorption kinetics was found to follow the pseudo-second order kinetics model, and its rate constant was 3.41 for EMB and $2.00g/mg{\cdot}min$ for UB. Adsorption equilibrium data for EMB were best represented by the Langmuir adsorption isotherm, and calculated maximum adsorption capacity was 2.768 mg/g. It was found that the best conditions for Zn removal of EMB within the range of operation used, were 3.125 g/L dose, 90 rpm intensity, 10 min contact time, pH 4, and 338 K. Therefore, EMB has good potential for adsorption of Zn.

활성탄을 이용한 메틸 그린 흡착에 있어서 등온선, 동력학 및 열역학 파라미터에 대한 연구 (Study on Isotherm, Kinetic and Thermodynamic Parameters for Adsorption of Methyl Green Using Activated Carbon)

  • 이종집
    • 공업화학
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    • 제30권2호
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    • pp.190-197
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    • 2019
  • 활성탄을 사용하여 수용액으로부터 메틸 그린 염료의 흡착에 대해 초기농도와 접촉시간 및 온도를 흡착변수로 사용하여 조사하였다. 흡착평형관계는 Freundlich 등온식에 잘 맞았다. 평가된 Freundlich 분리계수(1/n = 0.212~0.305)로부터 이 흡착공정이 효과적인 처리영역(0 < $R_L$ < 1)에 속하는 것을 알았다. BET식으로부터 얻은 등온포화용량은 온도가 증가할수록 커졌다. Dubinin-Radushkevich식으로 구한 흡착에너지값(E = 316.869~340.049 J/mol)으로부터 흡착공정이 물리흡착공정임을 알았다. 흡착속도실험결과는 유사 2차 반응속도식에 잘 맞는 것으로 나타났다. 자유에너지(-5.421~-7.889 kJ/mol)와 엔탈피(31.915 kJ/mol)는 흡착공정이 자발적이고 흡열반응으로 진행되었다고 알려주었다. 등량흡착열은 평형흡착량이 증가함에 따라 커졌으며, 표면 덮임이 증가됨에 따라 흡착제-흡착질의 총 상호작용도 증가하였다.

지역사회 거주 노인의 우쿨렐레를 활용한 음악 프로그램 개발 및 효과 (Music Program Development Using the Ukulele in Community-dwelling Old Adults and Its Effect)

  • 강경혜;제남주
    • 지역사회간호학회지
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    • 제32권2호
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    • pp.220-231
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    • 2021
  • Purpose: This study is a pseudo-experimental study of design before and after the non-equivalent control group, which was attempted to verify that the application of the ukulele to the elderly has the effects of reducing depression, improving self-efficacy, strengthening social bonding, and improving cognitive function. Methods: 46 (23 in the experimental group and 23 in the control group) participants were selected. The experimental group was provided with three sessions of a music program using eight Ukuleles for the elderly, while the control group was provided with three sessions for the elderly. IBM SPSS 25.0 was used for data analysis, and the independent t-test, 𝑥2-test, and Fisher's exact probability test were performed to verify the homogeneity of the subject's general characteristics. The effect verification after the experimental treatment was analyzed by Fisher's exact probability test, Friedman test, and Mann-Whitney U test. Results: Depression showed a statistically significant difference between the two groups (F=39.88, p<.001), self-efficacy showed a statistically significant difference between the two groups (z=-4.96, p<.001), social bonding showed a statistically significant difference between the two groups (z=-5.19, p<.001), and cognitive function showed a statistically significant difference between the two groups (z=-3.98, p<.001). Conclusion: It was found that the 'Music Program using the Ukulele' was effective in reducing depression of the elderly, improving self-efficacy, reinforcing social bonding, and improving cognitive function. We hope that the Music Program using the Ukulele can be used in the elderly nursing curriculum in the future, and we suggest it should be applied as a nursing intervention to those who are experiencing cognitive decline.

HAP/TiO2 여재를 이용한 Reactive Black 5(RB5)의 광촉매 반응과 흡착 (Photocatalysis and Adsorption of Reactive Black 5(RB5) by HAP/TiO2 Media)

  • 천석영;장순웅
    • 한국지반환경공학회 논문집
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    • 제12권11호
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    • pp.31-37
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    • 2011
  • 본 연구는 Hydroxyapatite(HAP)/$TiO_{2}$ 여재에 의한 Reactive Black 5(RB5)의 흡착과 광촉매 반응을 조사하였다. RB5에 대한 $TiO_{2}$, HAP와 $TiO_{2}$/HAP의 흡착은 연속적인 회분식 실험을 통해 조사하였다. 흡착평형에 따른 결과를 나타내었으며 Langmuir와 Freundlich isotherm model을 사용하여 적용성을 조사하였다. $TiO_{2}$, HAP와 $TiO_{2}$/HAP 흡착제별 흡착평형 결과는 Langmuir isotherm model에 적합하였으며 최대흡착량(Qmax)의 값은 각각 단일 $TiO_{2}$는 5.28mg/g, 단일 HAP는 12.45mg/g, $TiO_{2}$/HAP는 9.03mg/g으로 나타났다. 흡착과 광촉매 반응에 대한 kinetic model들은 유사 1차 반응을 통해 분석하였으며, 이들 model에 따르면 $TiO_{2}$/HAP에 의한 RB5 제거는 광촉매 반응과 흡착반응의 상호작용의 영향을 받는 것으로 나타났다.

ARIMA 추세의 비관측요인 모형과 미국 GDP에 대한 예측력 (UC Model with ARIMA Trend and Forecasting U.S. GDP)

  • 이영수
    • 국제지역연구
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    • 제21권4호
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    • pp.159-172
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    • 2017
  • 비관측요인(unobserved-component)모형을 이용한 GDP의 추세-순환요인 분해에서, 통상적으로 추세는 확률보행 과정을 갖는 것으로 가정된다. 본 연구는 추세를 ARIMA 과정으로 표현하는 경우, GDP 변동에서 갖는 추세요인의 의미가 어떻게 달라지는가를 살펴보고, GDP에 대한 예측력이 개선될 수 있는가의 여부를 미국의 데이터를 이용하여 실증적으로 분석하였다. 모형은 GDP만의 단일변수모형과 물가를 포함하는 2변수모형의 두 가지를 고려하여 설정하였으며, 모형 추정은 비관측요인모형을 상태-공간모형으로 전환한 후 칼만 필터(Kalman filter)를 이용한 최대우도추정법을 사용하였다. GDP에 대한 예측은 축차적 추정(recursive estimation)을 이용한 동적 표본외예측(dynamic out-of-sample) 방식을 사용하였으며, 예측력 비교결과에 대한 검정은 Diebold-Mariano 검정을 이용하였다. 분석 결과는 첫째, 모형의 추정결과에서 ARIMA 추세의 계수가 통계적으로 유의적인 값을 가지며, 둘째, ARIMA 추세 모형이 확률보행 추세 모형보다 GDP 변동의 분산 및 자기 상관성(autocorrelation)을 보다 잘 설명하며, 셋째, 예측력에서 단일변수보다는 2변수모형의 예측력이 그리고 확률보행 추세보다는 ARIMA 추세를 갖는 모형의 예측력이 통계적으로 유의하게 높은 것으로 나타났다. 이러한 결과들은 GDP 추세-순환 요인 분해에서 추세를 ARIMA 과정으로 표현하는 것이 보다 타당하다는 것을 시사하고 있다.

Removal characteristics of chromium by activated carbon/CoFe2O4 magnetic composite and Phoenix dactylifera stone carbon

  • Foroutan, Rauf;Mohammadi, Reza;Ramavandi, Bahman;Bastanian, Maryam
    • Korean Journal of Chemical Engineering
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    • 제35권11호
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    • pp.2207-2219
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    • 2018
  • Activated carbon (AC) was synthesized from Phoenix dactylifera stones and then modified by $CoFe_2O_4$ magnetic nanocomposite for use as a Cr(VI) adsorbent. Both $AC/CoFe_2O_4$ composite and AC were fully characterized by FTIR, SEM, XRD, TEM, TGA, and VSM techniques. Based on the surface analyses, the addition of $CoFe_2O_4$ nanoparticles had a significant effect on the thermal stability and crystalline structure of AC. Factors affecting chromium removal efficiency like pH, dosage, contact time, temperature, and initial Cr(VI) concentration were investigated. The best pH was found 2 and 3 for Cr adsorption by AC and $AC/CoFe_2O_4$ composite, respectively. The presence of ion sulfate had a greater effect on the chromium sorption efficiency than nitrate and chlorine ions. The results illustrated that both adsorbents can be used up to seven times to adsorb chromium. The adsorption process was examined by three isothermal models, and Freundlich was chosen as the best one. The experimental data were well fitted by pseudo-second-order kinetic model. The half-life ($t_{1/2}$) of hexavalent chromium using AC and $AC/CoFe_2O_4$ magnetic composite was obtained as 5.18 min and 1.52 min, respectively. Cr(VI) adsorption by AC and $AC/CoFe_2O_4$ magnetic composite was spontaneous and exothermic. In general, our study showed that the composition of $CoFe_2O_4$ magnetic nanoparticles with AC can increase the adsorption capacity of AC from 36 mg/L to 70 mg/L.

Thermally-activated Mactra veneriformis shells for phosphate removal in aqueous solution

  • Yeon-Jin, Lee;Jae-In, Lee;Chang-Gu, Lee;Seong-Jik, Park
    • Membrane and Water Treatment
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    • 제14권1호
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    • pp.1-10
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    • 2023
  • This study explored the feasibility of calcium-rich food waste, Mactra veneriformis shells (MVS), as an adsorbent for phosphate removal, and its removal efficiency was enhanced by the thermal activation process. The CaCO3 in MVS was converted to CaO by thermal activation (>800 ℃), which is more favorable for adsorbing phosphate. Thermal activation did not noticeably influence the specific surface area of MVS. The MVS thermally activated at 800 ℃ (MVS-800), showed the highest phosphate adsorption capacity, was used for further adsorption experiments, including kinetics, equilibrium isotherms, and thermodynamic adsorption. The effects of environmental factors, including pH, competing anions, and adsorbent dosage, were also studied. Phosphate adsorption by MVS-800 reached equilibrium within 48h, and the kinetic adsorption data were well explained by the pseudo-first-order model. The Langmuir model was a better fit for phosphate adsorption by MVS-800 than the Freundlich model, and the maximum adsorption capacity of MVS-800 obtained via the Langmuir model was 188.86 mg/g. Phosphate adsorption is an endothermic and involuntary process. As the pH increased, the phosphate adsorption decreased, and a sharp decrease was observed between pH 7 and 9. The presence of anions had a negative impact on phosphate removal, and their impact followed the decreasing order CO32- > SO42- > NO3- > Cl-. The increase in adsorbent dosage increased phosphate removal percentage, and 6.67 g/L of MVS-800 dose achieved 99.9% of phosphate removal. It can be concluded that the thermally treated MVS-800 can be used as an effective adsorbent for removing phosphate.