• Title/Summary/Keyword: sub-application

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Application of artificial neural networks in settlement prediction of shallow foundations on sandy soils

  • Luat, Nguyen-Vu;Lee, Kihak;Thai, Duc-Kien
    • Geomechanics and Engineering
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    • v.20 no.5
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    • pp.385-397
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    • 2020
  • This paper presents an application of artificial neural networks (ANNs) in settlement prediction of a foundation on sandy soil. In order to train the ANN model, a wide experimental database about settlement of foundations acquired from available literatures was collected. The data used in the ANNs model were arranged using the following five-input parameters that covered both geometrical foundation and sandy soil properties: breadth of foundation B, length to width L/B, embedment ratio Df/B, foundation net applied pressure qnet, and average SPT blow count N. The backpropagation algorithm was implemented to develop an explicit predicting formulation. The settlement results are compared with the results of previous studies. The accuracy of the proposed formula proves that the ANNs method has a huge potential for predicting the settlement of foundations on sandy soils.

Application of a. Strip Ion-Selective Electrode Sensor for Hydroponic Nutrient Solution Analysis - NO3 Analysis - (양액의 영양분 분석을 위한 Strip형 이온선택성전극 센서 의 응용 -NO3 이온 분석 -)

  • 김기영
    • Journal of Biosystems Engineering
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    • v.28 no.4
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    • pp.335-342
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    • 2003
  • A simple disposable thick-film potentiometric strip has been developed and evaluated for hydroponics application. The strip consisted of low ion-selective electrodes (ISE) fabricated by screen-printing technology. The electrochemical responses of ion sensors for nitrate, ammonium, potassium, and magnesium were measured with specially designed 16-channel low voltage signal transducers. The analytical characteristics of the sensors were comparable with those of conventional ISE sensors. The thick-film sensors exhibit linear relationships over five concentration decades. The concentration of N $O_3$ - ion in standard solution can be determined by direct potentiometric measurements without any conditioning before measurements. However, measurement of $K^{+}$, N $H_4$$^{+}$, and $Mg^{2+}$ ionic concentrations in nutrient solutions seems not feasible.

PEO Film Formation Behavior of AZ31 Mg Alloy under Pulse Current (펄스 전류 하에서 AZ31 마그네슘 합금의 플라즈마전해산화 피막의 형성 거동)

  • Moon, Sungmo
    • Journal of Surface Science and Engineering
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    • v.55 no.5
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    • pp.292-298
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    • 2022
  • In this study, PEO (plasma electrolytic oxidation) film formation behavior of AZ31 Mg alloy under application of 300 Hz pulse current was studied by the analyses of V-t curve, arc generation behavior, PEO film thickness and morphology of PEO films with treatment time in 0.05 M NaOH + 0.05 M Na2SiO3 + 0.1 M NaF solution. PEO films was observed to grow after 10 s of application of pulse current together with generation of micro-arcs. PEO film grew linearly with treatment time at a growth rate of about 5.58 ㎛/min at 200 mA/cm2 of pulse current but increasing rate of film formation voltage became lowered largely with increasing treatment time after passing about 250 V, suggesting that resistivity of PEO films during micro-arc generation decreases with increasing film formation voltage at more than 250 V.

Studies on the Control of Bitter Pit by Calcium Foliar Application and Drip Irrigation in Apples(Malus domestica Borkh.) (칼슘엽면살포 및 점적관수에 의한 사과 고두병 발생억제)

  • Kim, MS;Ko, KC
    • Journal of Practical Agriculture & Fisheries Research
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    • v.6 no.1
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    • pp.73-80
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    • 2004
  • This study was conducted to determine the effect of several kinds of calcium foliar application and drip irrigation on the bitter pit incidence of apple. CaCl2, inorganic calcium compound, was the most effective in increasing the calcium concentration in the fruit flesh, and reducing bitter pit incidence. Calcium spray in the later part of the growing season was more effective than in the earlier part. Drip irrigation applied during the dry spells increased calcium concentration in the fruit flesh, and reduced bitter pit incidence.

FUZZY SUPER SUBDIVISION MODEL WITH AN APPLICATION IN INFECTION GROWTH ANALYSIS

  • Jeba Sherlin Mohan;Samad Noeiaghdam;Leo Savarimuthu;Bharathi Thangavelu
    • Communications of the Korean Mathematical Society
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    • v.39 no.3
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    • pp.803-819
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    • 2024
  • In our study, the integration of fuzzy graphs into classical graph theory gives rise to a novel concept known as "Fuzzy Super Subdivision." Let SSf (G) be the fuzzy super subdivision graphs, by substituting a complete bipartite graph k(2,m) (m = 1, 2, . . .) for each edge of a fuzzy graph. The attributes and properties of this newly proposed concept are briefly outlined, in addition to illustrative examples. Furthermore, significant findings are discussed on connectivity, size, degree and order of fuzzy super subdivision structures. To illustrate the practical implications of our approach, we present an application focused on analyzing the growth of infections in blood or urine samples using the Fuzzy Super Subdivision model.

TEM sample preparation of microsized LiMn2O4 powder using an ion slicer

  • Jung Sik Park;Yoon‑Jung Kang;Sun Eui Choi;Yong Nam Jo
    • Applied Microscopy
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    • v.51
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    • pp.19.1-19.7
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    • 2021
  • The main purpose of this paper is the preparation of transmission electron microscopy (TEM) samples from the microsized powders of lithium-ion secondary batteries. To avoid artefacts during TEM sample preparation, the use of ion slicer milling for thinning and maintaining the intrinsic structure is described. Argon-ion milling techniques have been widely examined to make optimal specimens, thereby making TEM analysis more reliable. In the past few years, the correction of spherical aberration (Cs) in scanning transmission electron microscopy (STEM) has been developing rapidly, which results in direct observation at an atomic level resolution not only at a high acceleration voltage but also at a deaccelerated voltage. In particular, low-kV application has markedly increased, which requires a sufficiently transparent specimen without structural distortion during the sample preparation process. In this study, sample preparation for high-resolution STEM observation is accomplished, and investigations on the crystal integrity are carried out by Cs-corrected STEM.

Phase Transition Behaviors of Lead-Free Piezoelectric (Na1/2Bi1/2TiO3)(1-x)-(BaTiO3)x (납이 포함되지 않은 압전 특성의 (Na1/2Bi1/2TiO3)(1-x)-(BaTiO3)x 상전이 거동 연구)

  • Lee, Byoungwan;Luo, Haosu;Kim, Jung Kyu
    • Ceramist
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    • v.23 no.1
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    • pp.101-109
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    • 2020
  • In this study, the phase transition behaviors of lead-free (Na1/2Bi1/2TiO3)(1-x)-(BaTiO3)x (NBT-BT) are investigated by using Brillouin spectroscopy. The elastic properties, sound velocity and absorption coefficient of NBT-BT are characterized as a function of temperature along different crystallographic axes. The temperature dependences of the elastic constants of NBT-BT near the morphotropic phase boundary are determined for the first time. The unpoled NBT-BT single crystals exhibits the typical relaxor behaviors, presenting broad acoustic and dielectric anomalies. The application of electric field induced discontinuous changes in the elastic properties at ~110℃, which indicates field-induced phase transition occurred. The electric field also changes the dielectric constant from more relaxor-like to ferroelectric-like dielectric behavior.

The Effect of V2O5 on the Dielectric and Piezoelectric Characteristics of Pb(Sb1/2Nb1/2)O3-Pb(Ni1/3Nb2/3)O3-Pb(Zr, Ti)O3Ceramics (V2O5가 Pb(Sb1/2Nb1/2)O3-Pb(Ni1/3Nb2/3)O3-Pb(Zr, Ti)O3세라믹스의 유전 및 압전특성에 미치는 영향)

  • 류주현;남승현;이수호
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.16 no.8
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    • pp.676-680
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    • 2003
  • In this study, to develop the low temperature sintering ceramics for piezoelectric transformer, PSN-PNN-PZT system ceramics were manufactured as a function of V$_2$O$_{5}$ addition, that is the low melting point oxide. Its dielectric and piezoelectric characteristics were investigated. With increasing the amount of V$_2$O$_{5}$ addition, electromechanical coupling factor(kp) and mechanical quality factor(Qm) were decreased. For piezoelectric transformer application, the 0.1wt% V$_2$O$_{5}$ added specimen sintered at 1,00$0^{\circ}C$ showed the proper value of $\varepsilon$r=1,590, kp=0.51 and Qm=748.m=748.

High Temperature Thermal Conductivities in La2Ce2O7−Gd2Ce2O7−Y2Ce2O7 Pyrochlore System for Thermal Barrier Coatings (열차폐코팅용 La2Ce2O7−Gd2Ce2O7−Y2Ce2O7 Pyrochlore계의 고온 열전도도)

  • Yoon, So-Young;Lee, Sung-Min;Shim, Kwang-Bo;Kim, Hyung-Tae
    • Journal of the Korean Ceramic Society
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    • v.44 no.7
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    • pp.387-392
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    • 2007
  • Thermal conductivities in $La_2Ce_2O_7-Gd_2Ce_2O_7-Y_2Ce_2O_7$ ternary system have been investigated. Pyrochlore phases formed at all ternary compositions and their sinterbilities were decreased with La addition. Thermal conductivities showed a minimum value at $La_2Ce_2O_7$ with moderate increases as $Y^{3+}$ and $Gd^{3+}$ ions replaced $La^{3+}$. Thermal expansion anomaly observed in $La_2Ce_2O_7$, which might be detrimental to TBC application, were suppressed by $Y^{3+}$ and $Gd^{3+}$ additions, with resultant thermal conductivities, $1.3{\sim}1.5 W/mK$ at $1000^{\circ}C$.

A Practical Method to Quantify Very Low Fluxes of Nitrous Oxide from a Rice Paddy (벼논에서 미량 아산화질소 플럭스의 정량을 위한 실용적 방법)

  • Okjung, Ju;Namgoo, Kang;Hoseup, Soh;Jung-Soo, Park
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.24 no.4
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    • pp.285-294
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    • 2022
  • In order to accurately calculate greenhouse gas emissions in the agricultural field, Korea has been developing national-specific emission factors through direct measurement of gas fluxes using the closed-chamber method. In the rice paddy, only national-specific emission factors for methane (CH4) have been developed. It is thus necessary to develop those for nitrous oxide (N2O) affected by the application of nitrogen fertilizer. However, since the concentration of N2O emission from rice cultivation is very low, the QA/QC methods such as method detection and practical quantification limits are important. In this study, N2O emission from a rice paddy was evaluated affected by the amount of nitrogen fertilizer, by taking into account both method detection and practical quantification limits for N2O concentration. The N2O emission from a rice paddy soils affected by the nitrogen fertilizer application was estimated in the following order. The method detection limit (MDL) of N2O concentration was calculated at 95% confidence level based on the pooled standard deviation of concentration data sets using a standard gas with 98 nmol mol-1 N2O 10 times for 3 days. The practical quantification limit (PQL) of the N2O concentration is estimated by multiplying 10 to the pooled standard deviation. For the N2O flux data measured during the rice cultivation period in 2021, the MDL and PQL of N2O concentration were 18 nmol mol-1 and 87 nmol mol-1, respectively. The measured values above the PQL were merely about 12% of the total data. The cumulative N2O emission estimated based on the MDL and PQL was higher than the cumulative emission without nitrogen fertilizer application. This research would contribute to improving the reliability in quantification of the N2O flux data for accurate estimates of greenhouse gas emissions and uncertainties.