• Title/Summary/Keyword: Improved Response Surface Method

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Study on Optimization of Operating Conditions for High Temperature PEM Fuel Cells Using Design of Experiments (실험계획법을 이용한 고온 고분자 전해질 막 연료전지의 운전조건 최적화 연구)

  • Kim, Jintae;Kim, Minjin;Sohn, Youngjun
    • Transactions of the Korean hydrogen and new energy society
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    • v.24 no.1
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    • pp.50-60
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    • 2013
  • High temperature proton exchange membrane fuel cells (PEMFCs) using phosphoric acid (PA) doped polybenzimidazole (PBI) membranes have been concentrated as one of solutions to the limits with traditional low temperature PEMFCs. However, the amount of reported experimental data is not enough to catch the operational characteristics correlated with cell performance and durability. In this study, design of experiments (DOE) based operational optimization method for high temperature PEMFCs has been proposed. Response surface method (RSM) is very useful to effectively analyze target system's characteristics and to optimize operating conditions for a short time. Thus RSM using central composite design (CCD) as one of methodologies for design of experiments (DOE) was adopted. For this work, the statistic models which predict the performance and degradation rate with respect to the operating conditions have been developed. The developed performance and degradation models exhibit a good agreement with experimental data. Compared to the existing arbitrary operation, the expected cell lifetime and average cell performance during whole operation could be improved by optimizing operating conditions. Furthermore, the proposed optimization method could find different new optimal solutions for operating conditions if the target lifetime of the fuel cell system is changed. It is expected that the proposed method is very useful to find optimal operating conditions and enhance performance and durability for many other types of fuel cell systems.

Heterogeneous Porous WO3@SnO2 Nanofibers as Gas Sensing Layers for Chemiresistive Sensory Devices

  • Bulemo, Peresi Majura;Lee, Jiyoung;Kim, Il-Doo
    • Journal of Sensor Science and Technology
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    • v.27 no.5
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    • pp.345-351
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    • 2018
  • We employed an unprecedented technique to synthesize porous $WO_3@SnO_2$ nanofibers exhibiting core-shell and fiber-in-tube configurations. Firstly, 2-methylimidazole was uniformly incorporated in as-spun nanofibers containing ammonium metatungstate hydrate and the sacrificial polymer (polyacrylonitrile). Secondly, the 2-methylimidazole on the surfaces of nanofibers was complexed with tin(II) chloride ($SnCl_2$) via simple impregnation of the as-spun nanofibers in ethanol containing tin(II) chloride dihydrate ($SnCl_2{\cdot}2H_2O$). The presence of vacant p-orbitals in tin (Sn) and the nucleophilic nitrogen on the imidazole ring allowed for the reaction between $SnCl_2$ and 2-methylimidazole, forming adducts on the surfaces of the as-spun nanofibers. The calcination of these nanofibers resulted in porous $WO_3@SnO_2$ nanofibers with a higher surface area ($55.3m^2{\cdot}g^{-1}$) and a better response to 1-5 ppm of acetone than pristine $SnO_2$ NFs synthesized using a similar method. An improved response to acetone was achieved upon functionalization of the $WO_3@SnO_2$ nanofibers with catalytic palladium nanoparticles. This work demonstrates the potential application of $WO_3@SnO_2$ nanofibers as sensing layers for chemiresistive sensory devices for the detection of acetone in exhaled breath.

A Recommendation of the Technique for Measurement and Analysis of Passive Surface Waves for a Reliable Dispersion Curve (신뢰성 있는 분산곡선의 결정을 위한 수동표면파 측정 및 분석기법의 제안)

  • Yoon, Sung-Soo
    • Journal of the Korean Geotechnical Society
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    • v.23 no.2
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    • pp.47-60
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    • 2007
  • Conventional active surface wave measurements performed using a transient or continuous source are often limited in the maximum depth of penetration due to the difficulty of generating low-frequency energy with reasonably portable sources. This limitation may inhibit accurate seismic site response calculations because of the inability to define deeper subsurface structure. By measuring surface wave generated by passive sources including microtremors and cultural noise, it is possible to overcome this problem and develop soil stiffness profiles to much larger depth. Reliability of dispersion estimates from the passive surface wave measurements is critical to present reliable shear wave velocity profiles and can be improved by the measurements and analyses of passive surface waves based on correct understanding of systematic errors included in passive dispersion data. In this study, the systematic errors caused by poor wavenumber resolution and energy leakage into sidelobes in passive tests are mainly explored. Recommendations for reliable passive surface wave measurements and dispersion estimates are presented and illustrated at a site in San Jose, California, U.S.

Quality characteristics of functional Nokdujuk prepared with optimum mixing ratio of mulberry leaf and fruit powder by response surface method (반응표면분석법을 이용한 최적 비율의 뽕잎과 오디 분말 첨가 기능성 녹두죽의 품질특성)

  • Kim, Min-Ju;Kim, Ae-Jung
    • Korean Journal of Food Science and Technology
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    • v.49 no.6
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    • pp.699-709
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    • 2017
  • This study was performed to develop and evaluate functional prepared with optimum mixing of mulberry leaf and fruit powder using response surface method (RSM). In order to develop the optimized functional Nokdujukr using RSM, mulberry leaf powder (MLP:X1) and mulberry fruit powder (MLF:X2) were set as independent variables, and pH (Y1), sweetness (Y2), viscosity (Y3), L (Y4), a (Y5), b (Y6), color (Y7), flavor (Y8), taste (Y9), overall quality (Y10), TPC (Y11), and DPPH radical scavenging ability ($IC_{50}$)(Y12) were set as dependent variables. The optimum mixing ratio of MLP and MLF was determined to be 3.88 g of MLP and 6 g of MLF. The values of color, flavor, taste, overall quality, TPC, and DPPH radical scavenging ability ($IC_{50}$) of optimized Nokdujuk were 5.20, 5.85, 6.00, 6.22, 330.99 mg TAE/g and 650.10 g/mL, respectively. In conclusion, this study has led to the development of an improved version of Nokdujuk that has antioxidative properties and good sensory evaluation and, will likely serve as a functional meal replacement for the busy modern world.

Electrochromic Property of a Conductive Polymer Film Fabricated with Vapor Phase Polymerization (증기중합으로 제조된 전도성 고분자 박막의 전기 변색 특성)

  • Lee, Ji-Yea;Kim, Yu-Na;Kim, Eun-Kyoung
    • Membrane Journal
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    • v.20 no.1
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    • pp.8-12
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    • 2010
  • Poly(3,4-ethylenedioxythiophene) (PEDOT), which has the highest stability in conducting polymer was employed to electrochromic (EC) film and studied about electrochromic properties according to the film fabrication method. PEDOT films were coated by two different methods, electropolymerization (EP) and vapor phase polymerization (VPP). Both of PEDOT films showed dark blue color at dedoped neutral state. Spectroelectrochemistry, switching ability and stability of the devices were investigated by UV-Vis Spectrophotometer and Cyclic voltammetry. Surface morphologies of the PEDOT VPP film at oxidized and reduced state were obtained by AFM. The average surface roughness of the PEDOT-VPP film was 50 nm and more homogeneous than that of the PEDOT-EP. The EC property from the PEDOT-VPP film was improved compared to that of the PEDOT-EP film, to show a response time of 1.5 sec, transmittancechange of 49%, and coloration efficiency of 402.

A Study on the Measuring of Combat Effectiveness for Naval Frigates Using Analytic Hierarchy Process (AHP를 이용한 해군 호위함 전투효과 측정에 관한 연구)

  • Kim, Kitae;Lim, Yojoon
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.44 no.1
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    • pp.9-16
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    • 2021
  • Modern combat has been extended to the concept of real-time response to a variety of threats simultaneously occurring in vast areas. In order to quick command determination and accurate engagement in these threats, the combat system has emerged in frigate. Frigates conduct anti-surface, anti-submarine, and anti-aircraft as the core forces of the fleet. In this study, the combat effectiveness measures naval frigates using AHP (analytic hierarchy process) method. A hierarchical structure for measuring the combat effectiveness was developed, and weights of criteria were calculated by expert surveys and pair-wise comparisons. In addition, the combat effectiveness of frigates was synthesized and compared. The weights for each attribute were calculated, and the weights for the three main attributes were in the order of act (0.594), evaluate (0.277), and see (0.129). As a result of calculating the weight, anti surface warfare (0.203) was the highest. The combat effectiveness of FFG Batch-III, which has advanced hardware and software and improved combat system capabilities, see (1.73 to 2.56 times), evaluate (1.68 to 2.08 times), and act (1.31 to 3.80 times) better than the comparative frigate. In summarizing the combat effects of the frigate, FFG Batch-III was 1.41~2.95 times superior to the comparative frigate. In particular, a group of experts evaluated the act importantly, resulting in better combat effectiveness.

Dependence of $O_2$ Plasma Treatment of ITO Electrode on Electrical and Optical Properties of Polymer Light Emitting Diodes (ITO 투명전극의 $O_2$ 플라즈마 처리가 고분자 유기발광다이오드의 전기.광학적 특성에 미치는 영향)

  • Gong, Su-Cheol;Back, In-Jea;Yoo, Jea-Huyk;Lim, Hun-Sung;Yang, Sin-Huyk;Shin, Sang-Bea;Shin, Ik-Seup;Chang, Gee-Keun;Chang, Ho-Jung
    • Journal of the Korean institute of surface engineering
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    • v.39 no.3
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    • pp.93-97
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    • 2006
  • Polymer light emitting diodes (PLEDs) are expected to be commercialized as next generation displays by advantages of the fast response time, low driving voltage and easy manufacturing process for large sized flexible display. Generally, the electrical and optical properties of PLEDs are affected by the surface conditions of transparent electrode. The PLED devices with ITO/PEDOT:PSS/PVK/PFO-poss/LiF/Al structures were prepared by using the spin coating method. For this, PEDOT:PSS(poly(3,4-ethylenedioxythiophene):poly(styrene sulfolnate)) Al 4083 and PVK(N-vinylcabozole) were used as hole injection and transport layers. The PFO-poss(poly(9,9-dioctylfluorene)) was used as the emitting layer. The dependence of $O_2$ plasma treatment of ITO electrode on the electrical and optical properties of PLEDs were investigated. The sheet resistances increased slightly with an improved surface roughness of ITO electrode as the RF power increased during $O_2$ plasma treatment. The PLED devices prepared on the ITO/Glass substrates, which were plasma-treated at 40 watt in RF power for 30 seconds under 40 mtorr $O_2$ pressure, showed the maximum external emission efficiency of 0.86 lm/W and the maximum luminance of $250\;cd/m^2$, respectively. The CIE color coordinates are ranged $X\;=\;0.13{\sim}0.18$ and $Y\;=\;0.10{\sim}0.16$, showing blue color. emission.

Preparation and Characterization of Electro-Active IPMC(Ion-exchange Polymer Metal Composite) Actuator (전기활성 IPMC(ion-exchange Polymer Metal Composite) 구동기 제조 및 구동특성 연구)

  • 이준호;이두성;김홍경;이영관;최혁렬;김훈모;전재욱;탁용석;남재도
    • Polymer(Korea)
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    • v.26 no.1
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    • pp.105-112
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    • 2002
  • The low actuation voltage and quick bending response of IPMC(ion-exchange polymer metal composite) are considered attractive for the construction of various types of actuators. In this study, in order to develop a new type actuators by using the IPMC platinum electrode of IPMC are fabricated by using electroless impregnation-reduction method plating. As the platinum-plating times are increased, IPMC performance was improved in terms of bending displacement and force due to the enhanced surface conductivity. In addition, we investigated the basic actuation characteristics of resonance frequency and actuator length as well as the effect of water uptake and ion mobility. Using the classical laminate theory(CLT), a modeling methodology was developed to predict the deformation, bending moment, and residual stress distribution of anisotropic IPMC thin plates. In this modeling methodology, the internal stress evolved by the unsymmetric distribution of water inside IPMC was quantitatively calculated and subsequently the bending moment and the curvature were estimated for various geometry of IPMC actuator.

Effect of Solvent Annealing on the Characteristics of PEDOT:PSS as a Ammonia Gas Sensor Film (용매열처리에 따른 PEDOT:PSS 암모니아 가스 감지막 특성 변화)

  • Noh, Wang Gyu;Yeom, Se-Hyuk;Lee, Wanghoon;Shin, Han Jae;Kye, Ji Won;Kwak, Giseop;Kim, Se Hyun;Ryu, Si Ok;Han, Dong Cheul
    • Journal of Sensor Science and Technology
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    • v.26 no.2
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    • pp.96-100
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    • 2017
  • Poly(3,4-ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS) has been extensively studied as the active material in ammonia gas sensor because of its fast response time, high conductivity and environmental stability. It is well known that a post annealing process for organic devices based on PEDOT:PSS significantly increases the device performance. In this study, we propose the solvent annealing of PEDOT:PSS and investigated its effects. As a results, post solvent annealing on PEDOT:PSS lead to the surface chemical and physical properties change. These changes result in improved conductivity of the PEDOT:PSS. In additional, ammonia sensitivity of solvent annealed PEDOT:PSS become higher than pristine polymer film. The enhancement is mainly caused by the depletion of gas barrier PSS and structural re-forming PEDOT networks. We believe that the post solvent annealing is a promising method to achieve highly sensitivity PEDOT:PSS films for applications in efficient, low-cost and flexible ammonia gas sensor.

The Effects of Jinmu-tang on Mesangial Cell Proliferation, Fibronectin Synthesis and Expression of ICAM-1, $\beta$ 1-Integrin, MHC-Class II (진무탕이 배양 인체 메산지움 세포증식과 기질 침착에 미치는 영향)

  • 안영민;안세영;두호경;이태원;박재경
    • The Journal of Korean Medicine
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    • v.21 no.3
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    • pp.40-50
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    • 2000
  • Objectives : The progression of renal disease can be identified as a glomerulosclerosis by histological examination, and the basic mechanism of glomerulosclerosis is mesangial cell proliferation and mesangial matrix accumulation. ICAM-1, ${\beta}1-integrin$ and MHC-class II are known to attribute to the progression of glomerulosclerosis. They mediate cell-cell or cell-matrix interactions and are expressed in response to injury and inflammation. Up to now, there have been few satisfactory regimens to treat glomerular diseases except minimal change nephrotic syndrome, which can be improved by steroid therapy. Studies were performed in order to investigate whether Jinmu-tang has suppressive effects on some factors associated with the progression of glomerular disease, mesangial cell proliferation, fibronectin synthesis, ICAM-1, ${\beta}1-integrin$ and MHC-class II expression. Methods : Studies were performed with the method of surface enzyme immunoassays or flow cytometry after addition of peripheral blood mononuclear cells(PBMC) supernatants treated with Jinmu-tang, using the cultured human mesangial cells. Results : 1. The suppressive effect of Jinmu-tang on mesangial cell proliferation was higher than that of hydrocortisone. 2. Jinmu-tang has some suppressive effects on fibronectin synthesis, ICAM-1, expression, ${\beta}1-integrin$ expression and MHC-class II expression of mesangial cells, but was lower than hydrocortisone. Conclusions : Jinmu-tang generally shows some immunosuppressive effects. We carefully suggest that the above prescription may be applied to prevent the progression of renal disease or can be used as an adjuvant of or a substitute for steroid therapy.

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