ISOBARIC VAPOR-LIQUID EQUILIBRIUM FOR THE BINARY MIXTURE OF ETHANOL (1) + 1-HEXANOL (2) AT 100 kpa

Size: px
Start display at page:

Download "ISOBARIC VAPOR-LIQUID EQUILIBRIUM FOR THE BINARY MIXTURE OF ETHANOL (1) + 1-HEXANOL (2) AT 100 kpa"

Transcription

1 ISOBARIC VAPOR-LIQUID EQUILIBRIUM FOR THE BINARY MIXTURE OF ETHANOL (1) + 1-HEXANOL (2) AT 100 Pa Dhon Hartanto 1), Asall Mustan 2), Bayu Trwbowo 1), Aula Septan Muta 1) 1) Department of Chemcal Engneerng, Faculty of Engneerng, Semarang State Unversty 2) Department of Chemcal Engneerng, State Polytechnc of Malang dhon.hartanto@mal.unnes.ac.d ABSTRACT The sobarc vapor-lqud equlbrum (VLE) data for the bnary mxture of ethanol + 1- hexanol were determned at 100 Pa through the measurements of bolng pont temperature by usng modfed Othmer recrculaton stll. No azeotrope was formed n the nvestgated bnary system. The Wlson, nonrandom two-lqud (NRTL), and unversal quaschemcal (UNIQUAC) models were used to correlate the expermental data to obtan bnary nteracton parameters. These three models yeld satsfactory results. Keywords : ethanol, 1-hexanol, vapor-lqud equlbrum Introducton In the recent years, the ol prce has been rsng globally. On the other hand, the number of new ol resources are sgnfcantly decrease. Alcohol s one of the promsng alternatve energy to overcome these problem. Mxed alcohols whch conssts of C1-C8 alcohols can be produced by usng coal through new chemcal synthess technology (Wang & Bao, 2013). Dstllaton process s employed to separate those mxed alcohols n order to obtan sngle alcohol such as ethanol, 2-butanol, 1- pentanol, 1-hexanol, etc. To develope the separaton process, vapor lqud equlbrum (VLE) data of the related mxtures are essental and play mportant rule n the desgn and optmzaton of the process. Several studes on the VLE measurement of mxed alcohols have been publshed. The sobarc VLE data for bnary systems of methanol wth 1-propanol, 1-butanol, and 1- pentanol at Pa were reported by Hll & Van Wnle (1952). For the system contanng ethanol, sobarc VLE data of ethanol wth 1-butanol, 2-butanol, and 1- pentanol at Pa were reported by Hellwg & Van Wnle (1953), wth sobutanol at Pa by Resa et al. (2004), wth tert-butanol at Pa by Yang & Wang (2002). For 1-propanol system, Ballard & Van Wnle (1952) reported the sobarc VLE of 1-propanol wth 2-propanol at Pa. For the bnary mxture contanng 2-propanol, sobarc VLE data of 2-propanol wth methanol, ethanol, and 2-butanol at Pa were determned by Ballard & Van Wnle (1952), wth 1-butanol and 1-pentanol at Pa by Wang & Bao (2013), wth 2- butanol at Pa by Tamr & Wsna (1975). The sobarc VLE data at Pa of 1-butanol wth 2-butanol and tert-butanol were reported by Wsna & Tamr (1976), wth sobutanol at Pa by Tamr & Wsna (1975), wth 1-propanol at (53.3 and 91.3) Pa by Mohsen-Na & Memarzadeh (2010). The other bnary mxture, sobutanol + tert-butanol was measured at 94.9 Pa by Darwsh & Al- Anber (1997). The systems contanng bnary mxture of ethanol + 1-hexanol has not been fully nvestgated. In ths present study, the sobarc VLE data were measured through bolng pont for the bnary systems of ethanol wth 1-hexanol at 100 Pa by usng an Othmer-type recrculaton stll. The VLE data of ethanol + 1-hexanol measured n ths study have not 173

2 been found n the nvestgated pressure. The expermental data were correlated usng the actvty coeffcents models such as the Wlson (Wlson 1964), NRTL (Renon & Prausntz 1968), and UNIQUAC (Abrams & Prausntz 1975). Research Methods Materals The specfcaton of materals used n ths study were lsted n Table 1. Ethanol was used wthout addtonal purfcaton. 1- Hexanol was dred usng 3A molecular seve adsorpton wth fnal mass fracton purty better than Table 1. The Specfcaton of Materals Compound Source Mass Fracton MW Purty (g mol -1 ) Ethanol Merc Hexanol Merc Apparatus and procedures The bolng temperatures were measured usng an Othmer-type recrculaton stll. The detaled dagram and worng procedure of the apparatus were explaned by Morrson et al. (1990). The top part of the equlbrum stll condensor was opened to the ar to ensure the pressure nsde the stll n standard atmospherc condton. The pressure condton of the expermental envronment was 100±0.2 Pa. The atmospherc pressure was measured usng calbrated-tfa barometer (Germany) whch has stablty ±0.1 Pa. The mxture was njected about 150 cm 3 n each expermental run. The temperature of the mxtures was ept for at least 1 hour to ensure equlbrum condtons acheved. The equlbrum temperature was measured by usng a calbrated K type-dgtal thermometer (TK4S-14RN, USA) wth uncertanty ±0.1 K. As equlbrum temperature was attaned, lquds n equlbrum condton were collected for analyss. A gas chromatograph (GC) (Aglent 6820, USA) equpped wth flame onzaton detector (FID), HP-5 Column (P/N : 19091J-413) and a carrer gas of helum wth purty > n mass fracton was used to analyze the lqud phase composton. The temperature operatons of GC were K for the front nlet, K for the column, and K for the detector temperature. Results and Dscusson The bolng temperature data have been measured for the bnary system of ethanol (1) + 1-hexanol (2) at 100 Pa as lsted n Table 2 and the T-x-y dagram was shown n Fgure 1. Table 2. Vapor-Lqud Equlbrum Data for Bnary System of Ethanol (1) + 1- Hexanol (2) at 100 Pa a x 1 T (K) , a u(x 1 ) = 0.001, and u(t) = 0.1 K The expermental VLE data were correlated usng the Wlson, NRTL, and UNIQUAC models. The relatonshp of vapor and lqud phases n equlbrum s descrbed as follows: y Φ P = x γ P (1) sat where y, x, Φ, γ, and P refer to vapor phase composton, lqud phase composton, 174

3 vapor phase correcton factor, actvty coeffcent and pressure, respectvely. The superscrpt sat stands for saturated, and the subscrpt represent component. The vapor phase correcton factor n ths wor was consdered 1 as represent the deal vapor phase. equaton for each component as lsted n Table 3 (Polng et al., 2001). Table 3. Parameters of the Antone Equaton for Pure Compounds Component A B C Ethanol Hexanol The physcal propertes and parameters of each component used n the actvty coeffcents correlaton for the Wlson, NRTL, and UNIQUAC models are gven n Table 4. Fgure 1. VLE phase (T x 1 y 1 ) dagram for bnary system of ethanol (1) + 1- hexanol (2) at 100 Pa The objectve functon used for the optmzaton s shown n equaton 2. N exp = ( cal OF ) T T (2) where N and are the total number of expermental data ponts and the pont, respectvely. T and T refer to exp cal expermental temperature and calculated temperature n equlbrum, respectvely. Antone equaton was used to calculate the saturated pressure of pure component as shown n equaton 3. B log P sat = A (3) T + C where P sat s n bar and T s n K. A, B, and C are the parameters of the Antone Table 4. Physcal Propertes and Parameters of Pure Components Used n the Actvty Coeffcents Correlaton Component (cm 3 mol -1 ) Ethanol Hexanol a Polng et al., 2001 b Hansen et al., 1991 V a The actvty coeffcents models used n ths study are able to correlate well to the expermental data. As shown n Fgure 1, the devatons between the expermental and calculated ponts are small. The best ftted bnary nteracton parameters and the average absolute devatons (AAD) for each model were lsted n Table 5. Table 5. Ftted Bnary Interacton Parameters of Actvty Coeffcent Models and Average Absolute Devatons (AAD) for Bnary System of Ethanol (1) + 1- Hexanol (2) at 100 Pa. Model Parameters AAD a A 12 (K) A 21 (K) (%) Wlson b NRTL c UNIQUAC d a ( ) n AAD = 1 n ( T T ) r b q b = cal T 1 exp exp.100%, where n s the number of data ponts. b Λ = ( V V ) exp ( A T ) c j j j, where V s the molar volume of the component. τ, the value of α was fxed to be 0.3. j = A j T d τ = exp( T ) j A j 175

4 Conclusons The sobarc VLE data have been measured expermentally for the bnary system of ethanol (1) + 1-hexanol (2) at 100 Pa by usng modfed Othmer recrculaton stll through bolng ponts temperatures. The bnary system nvestgated n ths study has no azeotrope formaton. The Wlson, NRTL, and UNIQUAC models were used to correlate the VLE data of bnary system. These models showed satsfactory results n the VLE data correlaton. Acnowledgments The authors than to DIPA-Semarang State Unversty for fnancal support provded for the achevement of ths wor through grant no. DIPA /2014. Bblography Abrams, D.S., Prausntz, J.M Statstcal Thermodynamcs of Lqud Mxtures: A New Expresson for the Excess Gbbs Energy of Partly or Completely Mscble Systems. AlChE J., 21 (1), Ballard, L.H., Van Wnle, M Vapor-Lqud Equlbra at 760 Mm. Pressure. 2-Propanol-Methanol, 2- Propanol-Ethyl Alcohol, 2-Propanol- Propanol, and 2-Propanol-2-Butyl Alcohol Systems. Ind. Eng. Chem., 44 (10), Darwsh, N.A., Al-Anber, Z.A Vapor-Lqud Equlbrum Measurements and Data Analyss of Tert-Butanol Isobutanol and Tert- Butanol Water Bnares at 94.9 Pa. Flud Phase Equlb., 131 (1 2), Hansen, H.K., Rasmussen, P., Fredenslund, A., Schller, M., Gmehlng, J Vapor-Lqud Equlbra by UNIFAC Group Contrbuton. 5. Revson and Extenson. Ind. Eng. Chem. Res., 30 (10), Hellwg, L.R., Van Wnle, M Vapor-Lqud Equlbra for Ethyl Alcohol Bnary Systems. Ind. Eng. Chem., 45 (3), Hll, W.D., Van Wnle, M Vapor- Lqud Equlbra of Methanol Bnary Systems. Methanol-Propanol, Methanol-Butanol, and Methanol- Pentanol. Ind. Eng. Chem., 44 (1), Mohsen-Na, M., Memarzadeh, M.R Isobarc (Vapour + Lqud) Equlbra for the (1-Propanol + 1- Butanol) Bnary Mxture at (53.3 and 91.3) Pa. J. Chem. Thermodyn., 42 (6), Morrson, J.F., Baer, J.C., Meredth, H.C., Newman, K.E., Walter, T.D., Masse, J.D., Perry, R.L., Cummngs, P.T Expermental Measurement of Vapor-Lqud Equlbrum n Alcohol/Water/Salt Systems. J. Chem. Eng. Data, 35 (4), Polng, B.E., Prausntz, J.M., O Connell, J.P The Propertes of Gases and Lquds, 5th ed. New Yor: McGraw-Hll. Renon, H., Prausntz, J.M Local Compostons n Thermodynamc Excess Functons for Lqud Mxtures. AlChE J., 14 (1), Resa, J.M., González, C., Goenaga, J.M., Iglesas, M Densty, Refractve Index, and Speed of Sound at K and Vapor Lqud Equlbra at Pa for Bnary Mxtures of Ethyl Acetate + 1-Pentanol and Ethanol + 2-Methyl-1-propanol. J. Chem. Eng. Data, 49 (4), Tamr, A., Wsna, J Vapor- Lqud Equlbrums of Isobutanol-n- Butanol and Isopropanol-sec-Butanol Systems. J. Chem. Eng. Data, 20 (4), Wang, J., Bao, Z Investgaton on Vapor Lqud Equlbrum for 2- Propanol + 1-Butanol + 1-Pentanol at 176

5 101.3 Pa. Flud Phase Equlb., 341 (1), Wlson, G.M Vapor-Lqud Equlbrum. XI. A New Expresson for the Excess Free Energy of Mxng. J. Am. Chem. Soc., 86 (2), Wsna, J., Tamr, A Correlaton of the Bolng Ponts of Mxtures. Chem. Eng. Sc., 31 (8), Yang, B., Wang, H Vapor Lqud Equlbrum for Mxtures of Water, Alcohols, and Ethers. J. Chem. Eng. Data, 47 (5),

A-UNIFAC Modeling of Binary and Multicomponent Phase Equilibria of Fatty Esters+Water+Methanol+Glycerol

A-UNIFAC Modeling of Binary and Multicomponent Phase Equilibria of Fatty Esters+Water+Methanol+Glycerol -UNIFC Modelng of Bnary and Multcomponent Phase Equlbra of Fatty Esters+Water+Methanol+Glycerol N. Garrdo a, O. Ferrera b, R. Lugo c, J.-C. de Hemptnne c, M. E. Macedo a, S.B. Bottn d,* a Department of

More information

Prediction of phase equilibrium in systems containing alcohols, acids, ethers, esters and water with UNIFAC

Prediction of phase equilibrium in systems containing alcohols, acids, ethers, esters and water with UNIFAC Predcton of phase equlbrum n systems contanng alcohols, acds, ethers, esters and water wth UNIFAC Panayots Tsavas, Epamnondas Voutsas*, Kosts Magoulas and Dmtros Tassos Thermodynamcs and Transport Phenomena

More information

Phase equilibrium of the CO2/glycerol system: Experimental data by in situ FT-IR spectroscopy and thermodynamic modeling

Phase equilibrium of the CO2/glycerol system: Experimental data by in situ FT-IR spectroscopy and thermodynamic modeling Phase equlbrum of the CO2/glycerol system: Expermental data by n stu FT-IR spectroscopy and thermodynamc modelng Yao Medna-Gonzalez, Therry Tassang, Séverne Camy, Jean-Stéphane Condoret To cte ths verson:

More information

310 Int'l Conf. Par. and Dist. Proc. Tech. and Appl. PDPTA'16

310 Int'l Conf. Par. and Dist. Proc. Tech. and Appl. PDPTA'16 310 Int'l Conf. Par. and Dst. Proc. Tech. and Appl. PDPTA'16 Akra Sasatan and Hrosh Ish Graduate School of Informaton and Telecommuncaton Engneerng, Toka Unversty, Mnato, Tokyo, Japan Abstract The end-to-end

More information

Synthesis of Glycerol Carbonate from Glycerol, a By-Product of Biodiesel Production

Synthesis of Glycerol Carbonate from Glycerol, a By-Product of Biodiesel Production INTERNATIONAL JOURNAL OF CHEMICAL REACTOR ENGINEERING Volume 7 009 Artcle A87 Synthess of Glycerol Carbonate from Glycerol, a By-Product of Bodesel Producton Zsanett Herseczk Tamás Varga Gyula Marton Unversty

More information

[ ] + [3] i 1 1. is the density of the vegetable oil, R is the universal gas constant, T r. is the reduced temperature, and F c

[ ] + [3] i 1 1. is the density of the vegetable oil, R is the universal gas constant, T r. is the reduced temperature, and F c Densty and Vscosty of Vegetable Ols C.M. Rodenbush a, F.H. Hseh b, and D.S. Vswanath a, * Departments of a Chemcal Engneerng and b Bologcal and Agrcultural Engneerng, Unversty of Mssour-Columba, Columba,

More information

OPTIMIZATION OF PREBIOTICS AND PHENOLIC COMPOUNDS EXTRACTION FROM JACKFRUIT SEEDS USING RSM

OPTIMIZATION OF PREBIOTICS AND PHENOLIC COMPOUNDS EXTRACTION FROM JACKFRUIT SEEDS USING RSM The 5 th PSU-UNS Internatonal Conference on Engneerng and 78 Technology (ICET-2011), Phuet, May 2-3, 2011 Prnce of Songla Unversty, Faculty of Engneerng Hat Ya, Songhla, Thaland 90112 OPTIMIZATION OF PREBIOTICS

More information

Solid Fat Content of Vegetable Oils and Simulation of Interesterification Reaction: Predictions from Thermodynamic Approach

Solid Fat Content of Vegetable Oils and Simulation of Interesterification Reaction: Predictions from Thermodynamic Approach Sold Fat Content of Vegetable Ols and Smulaton of Interesterfcaton Reacton: Predctons from Thermodynamc Approach Moses Teles dos Santos, Vncent Gerbaud, Galo Antono Carrllo Le Roux To cte ths verson: Moses

More information

(From the Gastroenterology Division, Cornell University Medical College, New York 10021)

(From the Gastroenterology Division, Cornell University Medical College, New York 10021) ROLE OF HEPATIC ANION-BINDING PROTEIN IN BROMSULPHTHALEIN CONJUGATION* BY N. KAPLOWITZ, I. W. PERC -ROBB,~ ANn N. B. JAVITT (From the Gastroenterology Dvson, Cornell Unversty Medcal College, New York 10021)

More information

Investigation of zinc oxide thin film by spectroscopic ellipsometry

Investigation of zinc oxide thin film by spectroscopic ellipsometry VNU Journal of Scence, Mathematcs - Physcs 24 (2008) 16-23 Investgaton of znc oxde thn flm by spectroscopc ellpsometry Nguyen Nang Dnh 1, Tran Quang Trung 2, Le Khac Bnh 2, Nguyen Dang Khoa 2, Vo Th Ma

More information

EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS

EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS Chalcogende Letters Vol. 12, No. 2, February 2015, p. 67-74 EVALUATION OF BULK MODULUS AND RING DIAMETER OF SOME TELLURITE GLASS SYSTEMS R. EL-MALLAWANY a*, M.S. GAAFAR b, N. VEERAIAH c a Physcs Dept.,

More information

Thermodynamic Study of Jojoba (Simmondsia Chinensis) Oil as a Function of Temperature

Thermodynamic Study of Jojoba (Simmondsia Chinensis) Oil as a Function of Temperature ublshed by : Internatonal Journal of Engneerng Research & Technology (IJERT) ISS: 2278-0181 Thermodynamc Study of Jojoba (Smmondsa Chnenss) Ol as a Functon of Temperature Rebecca S. Andrade Departamento

More information

Optimization of Neem Seed Oil Extraction Process Using Response Surface Methodology

Optimization of Neem Seed Oil Extraction Process Using Response Surface Methodology ISSN 4-186 (Paper) ISSN 5-091 (Onlne) Vol., No.6, 01 Optmzaton of Neem Seed Ol Extracton Process Usng Response Surface Methodology Tunmse Latfat Adewoye 1 and Oladpupo Olaosebkan Ogunleye 1 Department

More information

Estimate Solubility of Canola oil (Oleic Acid) in Supercritical Carbon dioxide - Experimental and Modeling

Estimate Solubility of Canola oil (Oleic Acid) in Supercritical Carbon dioxide - Experimental and Modeling Journal of Amercan Scence 2010;6(10) Estmate Solublty of Canola ol (Olec Acd) n Supercrtcal Carbon doxde - Expermental and Modelng Soroush Zarnabad 1*, Ryaz Kharrat 2, Al Vazr Yazd 3 1, 3-Islamc Azad Unversty-

More information

Prediction of Solubility of Biomolecules in Supercritical Solvents

Prediction of Solubility of Biomolecules in Supercritical Solvents Chemcal Engneerng Scence Volume 56, Pages 6949 6958, 2001 Ratnawat Hartono, G.Al Mansoor, Aryad Suwono Thermodynamcs Research Laboratory, Department of Chemcal Engneerng, The Unversty of Illnos at Chcago,

More information

Using the Perpendicular Distance to the Nearest Fracture as a Proxy for Conventional Fracture Spacing Measures

Using the Perpendicular Distance to the Nearest Fracture as a Proxy for Conventional Fracture Spacing Measures Usng the Perpendcular Dstance to the Nearest Fracture as a Proxy for Conventonal Fracture Spacng Measures Erc B. Nven and Clayton V. Deutsch Dscrete fracture network smulaton ams to reproduce dstrbutons

More information

Liquid-Liquid Phase Equilibrium in Glycerol-Methanol- Fatty Acids Systems

Liquid-Liquid Phase Equilibrium in Glycerol-Methanol- Fatty Acids Systems Liquid-Liquid Phase Equilibrium in Glycerol-Methanol- Fatty Acids Systems Marrone L., Pasco L., Moscatelli D., Gelosa S. Dipartimento di Chimica, Materiali ed Ingegneria Chimica G. Natta, Politecnico di

More information

Continuous extraction of prebiotics from jackfruit seeds

Continuous extraction of prebiotics from jackfruit seeds Songklanakarn J. Sc. Technol. 32 (6), 635-642, Nov. - Dec. 2010 Orgnal Artcle Contnuous extracton of prebotcs from jackfrut seeds Veeraphong Bhornsmthkun, Pakamas Chetpattananondh*, Ram Yamsaengsung, and

More information

Simulation of Batch Reactive Distillation for Biodiesel Production from Oleic Acid Esterification

Simulation of Batch Reactive Distillation for Biodiesel Production from Oleic Acid Esterification Iraq Journal of hemcal and Petroleum Engneerng Iraq Journal of hemcal and Petroleum Engneerng ol.5 o. (arch 4) 9- ISS: 997-4884 Unversty of aghdad ollege of Engneerng Smulaton of atch Reactve Dstllaton

More information

Prediction of Total Pressure Drop in Stenotic Coronary Arteries with Their Geometric Parameters

Prediction of Total Pressure Drop in Stenotic Coronary Arteries with Their Geometric Parameters Tenth Internatonal Conference on Computatonal Flud Dynamcs (ICCFD10), Barcelona, Span, July 9-13, 2018 ICCFD10-227 Predcton of Total Pressure Drop n Stenotc Coronary Arteres wth Ther Geometrc Parameters

More information

Chapter 20. Aggregation and calibration. Betina Dimaranan, Thomas Hertel, Robert McDougall

Chapter 20. Aggregation and calibration. Betina Dimaranan, Thomas Hertel, Robert McDougall Chapter 20 Aggregaton and calbraton Betna Dmaranan, Thomas Hertel, Robert McDougall In the prevous chapter we dscussed how the fnal verson 3 GTAP data base was assembled. Ths data base s extremely large.

More information

Effects of Micro-Electrical Stimulation on Regulation of Behavior of Electro-Active Stem Cells

Effects of Micro-Electrical Stimulation on Regulation of Behavior of Electro-Active Stem Cells Orgnal Artcle J. of Bosystems Eng. 38():113-10. (013. 6) http://dx.do.org/10.5307/jbe.013.38..113 Journal of Bosystems Engneerng eissn : 34-186 pissn : 1738-166 Effects of Mcro-Electrcal Stmulaton on Regulaton

More information

Physical Model for the Evolution of the Genetic Code

Physical Model for the Evolution of the Genetic Code Physcal Model for the Evoluton of the Genetc Code Tatsuro Yamashta Osamu Narkyo Department of Physcs, Kyushu Unversty, Fukuoka 8-856, Japan Abstract We propose a physcal model to descrbe the mechansms

More information

EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF SPERM CELL MOVEMENT. 1. INTRODUCTION

EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF SPERM CELL MOVEMENT. 1. INTRODUCTION JOURNAL OF MEDICAL INFORMATICS & TECHNOLOGIES Vol.3/00, ISSN 64-6037 Łukasz WITKOWSKI * mage enhancement, mage analyss, semen, sperm cell, cell moblty EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF

More information

The Limits of Individual Identification from Sample Allele Frequencies: Theory and Statistical Analysis

The Limits of Individual Identification from Sample Allele Frequencies: Theory and Statistical Analysis The Lmts of Indvdual Identfcaton from Sample Allele Frequences: Theory and Statstcal Analyss Peter M. Vsscher 1 *, Wllam G. Hll 2 1 Queensland Insttute of Medcal Research, Brsbane, Australa, 2 Insttute

More information

Muscle Activating Force Detection Using Surface Electromyography

Muscle Activating Force Detection Using Surface Electromyography Muscle force, F v (v m ) (Fracton of maxmum sometrc force) Muscle force, F l (l m ) (Fracton of maxmum sometrc force) Muscle Actvatng Force Detecton Usng Surface Electromyography Saran KEERATIHATTAYAKORN

More information

Enhanced production of intracellular dextran dextrinase from Gluconobacter oxydans using statistical experimental methods

Enhanced production of intracellular dextran dextrinase from Gluconobacter oxydans using statistical experimental methods Afrcan Journal of Botechnology Vol. 9(8), pp. 1180-1189, February, 010 Avalable onlne at http://www.academcjournals.org/ajb ISSN 1684 5315 010 Academc Journals Full Length Research Paper Enhanced producton

More information

Optimal Planning of Charging Station for Phased Electric Vehicle *

Optimal Planning of Charging Station for Phased Electric Vehicle * Energy and Power Engneerng, 2013, 5, 1393-1397 do:10.4236/epe.2013.54b264 Publshed Onlne July 2013 (http://www.scrp.org/ournal/epe) Optmal Plannng of Chargng Staton for Phased Electrc Vehcle * Yang Gao,

More information

Study and Comparison of Various Techniques of Image Edge Detection

Study and Comparison of Various Techniques of Image Edge Detection Gureet Sngh et al Int. Journal of Engneerng Research Applcatons RESEARCH ARTICLE OPEN ACCESS Study Comparson of Varous Technques of Image Edge Detecton Gureet Sngh*, Er. Harnder sngh** *(Department of

More information

Parameter Estimates of a Random Regression Test Day Model for First Three Lactation Somatic Cell Scores

Parameter Estimates of a Random Regression Test Day Model for First Three Lactation Somatic Cell Scores Parameter Estmates of a Random Regresson Test Day Model for Frst Three actaton Somatc Cell Scores Z. u, F. Renhardt and R. Reents Unted Datasystems for Anmal Producton (VIT), Hedeweg 1, D-27280 Verden,

More information

EFFICIENCY CONSIDERATIONS FOR THE PURELY TAPERED INTERFERENCE FIT (TIF) ABUTMENTS USED IN DENTAL IMPLANTS

EFFICIENCY CONSIDERATIONS FOR THE PURELY TAPERED INTERFERENCE FIT (TIF) ABUTMENTS USED IN DENTAL IMPLANTS EFFICIENCY CONSIDERATIONS FOR THE PURELY TAPERED INTERFERENCE FIT (TIF) ABUTMENTS USED IN DENTAL IMPLANTS by Dnçer Bozkaya, Graduate Student Snan Müftü 1, Ph.D. Assocate Professor Northeastern Unversty

More information

Experimental Study of Dielectric Properties of Human Lung Tissue in Vitro

Experimental Study of Dielectric Properties of Human Lung Tissue in Vitro Journal of Medcal and Bologcal Engneerng, 34(6): 598-64 598 Expermental Study of Delectrc Propertes of Human Lung Tssue n Vtro Je-Ran Wang 1 Ben-Yuan Sun 1 Hua-Xang Wang 1,* Shan Pang 1 Xao Xu Qng Sun

More information

Evaluation of the generalized gamma as a tool for treatment planning optimization

Evaluation of the generalized gamma as a tool for treatment planning optimization Internatonal Journal of Cancer Therapy and Oncology www.jcto.org Evaluaton of the generalzed gamma as a tool for treatment plannng optmzaton Emmanoul I Petrou 1,, Ganesh Narayanasamy 3, Eleftheros Lavdas

More information

Vapor-liquid equilibria for methanol + fatty acid methyl ester binary systems near critical temperature of methanol

Vapor-liquid equilibria for methanol + fatty acid methyl ester binary systems near critical temperature of methanol Vapor-liquid equilibria for methanol + fatty acid methyl ester binary systems near critical temperature of methanol Yusuke Shimoyama*, Yoshio Iwai, Bo Seok Jin, Takeshi Hirayama, Yasuhiko Arai Department

More information

Liudmyla Sviatenko,, Chad Kinney, Leonid Gorb, Frances C. Hill, Anthony J. Bednar, Sergiy Okovytyy, and Jerzy Leszczynski*, INTRODUCTION

Liudmyla Sviatenko,, Chad Kinney, Leonid Gorb, Frances C. Hill, Anthony J. Bednar, Sergiy Okovytyy, and Jerzy Leszczynski*, INTRODUCTION pubs.acs.org/est Comprehensve Investgatons of Knetcs of Alkalne Hydrolyss of TNT (2,4,6-Trntrotoluene), DNT (2,4-Dntrotoluene), and DNAN (2,4- Dntroansole) Ludmyla Svatenko,, Chad Knney, Leond Gorb, Frances

More information

Production of Milk Clotting Enzyme by Penicillium camemberti using Whey medium

Production of Milk Clotting Enzyme by Penicillium camemberti using Whey medium IOSR Journal of Botechnology and Bochemstry (IOSR-JBB) ISSN: 2455-264, Volume 4, Issue 1 (Jan. - Feb 2018), PP 33-40 www.osrjournals.org Producton of Mlk Clottng Enzyme by Pencllum camembert usng Whey

More information

Using Finite Element Method to Determine Pad Positions in a Boston Brace for Enhancing Corrective Effect on Scoliotic Spine: A Preliminary Analysis

Using Finite Element Method to Determine Pad Positions in a Boston Brace for Enhancing Corrective Effect on Scoliotic Spine: A Preliminary Analysis Journal of Medcal and Bologcal Engneerng, 3(1): 9-35 9 Usng Fnte Element Method to Determne Pad Postons n a Boston Brace for Enhancng Correctve Effect on Scolotc Spne: A Prelmnary Analyss Wen-Ka Chou 1

More information

Survival Rate of Patients of Ovarian Cancer: Rough Set Approach

Survival Rate of Patients of Ovarian Cancer: Rough Set Approach Internatonal OEN ACCESS Journal Of Modern Engneerng esearch (IJME) Survval ate of atents of Ovaran Cancer: ough Set Approach Kamn Agrawal 1, ragat Jan 1 Department of Appled Mathematcs, IET, Indore, Inda

More information

Water sorption isotherms of globe artichoke leaves

Water sorption isotherms of globe artichoke leaves Vol.4, No.9B, 63-69 (213) http://dx.do.org/1.4236/as.213.49b11 Agrcultural Scences Water sorpton sotherms of globe artchoke leaves Lus Mayor 1, Alejandro Calvo 1, Ramon Morera 2, Pedro Fto 1, Esperanza

More information

Efficiency Considerations for the Purely Tapered Interference Fit (TIF) Abutments Used in Dental Implants

Efficiency Considerations for the Purely Tapered Interference Fit (TIF) Abutments Used in Dental Implants Dnçer Bozkaya Graduate Student Snan Müftü* Ph.D., Assocate Professor Northeastern Unversty, Department of Mechancal Engneerng, Boston, MA 0115 Effcency Consderatons for the Purely Tapered Interference

More information

International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS)

International Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS) Internatonal Assocaton of Scentfc Innovaton and Research (IASIR (An Assocaton Unfyng the Scences, Engneerng, and Appled Research Internatonal Journal of Emergng Technologes n Computatonal and Appled Scences

More information

Interaction of Phospholipase A2 from Naja melanoleuca Snake Venom with Monomeric Substrate Analogs

Interaction of Phospholipase A2 from Naja melanoleuca Snake Venom with Monomeric Substrate Analogs bur. J Bochem. 132, 183-188 (1983) ( FEBS 1983 Interacton of Phospholpase A2 from Naja melanoleuca Snake Venom wth Monomerc Substrate Analogs Actvaton of the Enzyme by Proten-Proten or Lpd-Proten Interactons?

More information

A New Diagnosis Loseless Compression Method for Digital Mammography Based on Multiple Arbitrary Shape ROIs Coding Framework

A New Diagnosis Loseless Compression Method for Digital Mammography Based on Multiple Arbitrary Shape ROIs Coding Framework I.J.Modern Educaton and Computer Scence, 2011, 5, 33-39 Publshed Onlne August 2011 n MECS (http://www.mecs-press.org/) A New Dagnoss Loseless Compresson Method for Dgtal Mammography Based on Multple Arbtrary

More information

Cutaneous and Kinaesthetic Perception of Traversed Distance

Cutaneous and Kinaesthetic Perception of Traversed Distance Cutaneous and Knaesthetc Percepton of Traversed Dstance Wouter M. Bergmann Test L. Martjn A. van der Hoff Astrd M. L. Kappers Helmholtz Insttute, Utrecht Unversty, The Netherlands ABSTRACT Dscrmnaton thresholds

More information

Enhanced polysaccharide production in mycelium of Ganoderma atrum by solid-state fermentation

Enhanced polysaccharide production in mycelium of Ganoderma atrum by solid-state fermentation Mycosphere 7(6): 757 765 (2016) www.mycosphere.org ISSN 2077 7019 Artcle Do 10.5943/mycosphere/7/6/5 Copyrght Guzhou Academy of Agrcultural Scences Enhanced polysaccharde producton n mycelum of Ganoderma

More information

Project title: Mathematical Models of Fish Populations in Marine Reserves

Project title: Mathematical Models of Fish Populations in Marine Reserves Applcaton for Fundng (Malaspna Research Fund) Date: November 0, 2005 Project ttle: Mathematcal Models of Fsh Populatons n Marne Reserves Dr. Lev V. Idels Unversty College Professor Mathematcs Department

More information

Lymphoma Cancer Classification Using Genetic Programming with SNR Features

Lymphoma Cancer Classification Using Genetic Programming with SNR Features Lymphoma Cancer Classfcaton Usng Genetc Programmng wth SNR Features Jn-Hyuk Hong and Sung-Bae Cho Dept. of Computer Scence, Yonse Unversty, 134 Shnchon-dong, Sudaemoon-ku, Seoul 120-749, Korea hjnh@candy.yonse.ac.kr,

More information

Animal and vegetable fats and oils Gas chromatography of fatty acid methyl esters. Part 4: Determination by capillary gas chromatography

Animal and vegetable fats and oils Gas chromatography of fatty acid methyl esters. Part 4: Determination by capillary gas chromatography Provläsnngsexemplar / Prevew INTERNTIONL STNDRD ISO 12966-4 Frst edton 2015-06-01 nmal and vegetable fats and ols Gas chromatography of fatty acd methyl esters Part 4: Determnaton by capllary gas chromatography

More information

Appendix for. Institutions and Behavior: Experimental Evidence on the Effects of Democracy

Appendix for. Institutions and Behavior: Experimental Evidence on the Effects of Democracy Appendx for Insttutons and Behavor: Expermental Evdence on the Effects of Democrac 1. Instructons 1.1 Orgnal sessons Welcome You are about to partcpate n a stud on decson-makng, and ou wll be pad for our

More information

A Programmable Aerosol Diluter for Generating Time-Varied Sub-Micrometer Particles

A Programmable Aerosol Diluter for Generating Time-Varied Sub-Micrometer Particles Aerosol and Ar Qualty Research, 14: 1838 1850, 2014 Copyrght Tawan Assocaton for Aerosol Research ISSN: 1680-8584 prnt / 2071-1409 onlne do: 10.4209/aaqr.2014.02.0032 A Programmable Aerosol Dluter for

More information

EFFECTS OF FEEDBACK CONTROL ON SLOW CORTICAL POTENTIALS AND RANDOM EVENTS

EFFECTS OF FEEDBACK CONTROL ON SLOW CORTICAL POTENTIALS AND RANDOM EVENTS Hnterberger, Houtkooper, & Kotchoubey EFFECTS OF FEEDBACK CONTROL ON SLOW CORTICAL POTENTIALS AND RANDOM EVENTS Thlo Hnterberger 1, Joop M. Houtkooper 2, & Bors Kotchoubey 1 1 Insttute of Medcal Psychology

More information

Mathematical model of fish schooling behaviour in a set-net

Mathematical model of fish schooling behaviour in a set-net ICES Journal of Marne Scence, 61: 114e13 (004) do:10.1016/j.cesjms.004.07.009 Mathematcal model of fsh schoolng behavour n a set-net Tsutomu Takag, Yutaka Mortom, Jyun Iwata, Hrosh Nakamne, and Nobuo Sannomya

More information

Ab-initio studies on Li doping, Li-pairs, and complexes between Li and intrinsic defects in ZnO

Ab-initio studies on Li doping, Li-pairs, and complexes between Li and intrinsic defects in ZnO Ab-nto studes on L dopng, L-pars, and complexes between L and ntrnsc defects n ZnO R. Vdya, P. Ravndran, and H. Fjellvåg Ctaton: Journal of Appled Physcs 111, 123713 (2012); do: 10.1063/1.4729774 Vew onlne:

More information

Intro to BME (Spring 2005) 2.1 Topic 2. Mass Balancing and Kinetics in Living Systems

Intro to BME (Spring 2005) 2.1 Topic 2. Mass Balancing and Kinetics in Living Systems 4-101 Intro to BME (Sprng 005).1 Topc. Mass Balancng and Knetcs n Lvng Systems TOPICS - general mass balance (conservaton of mass) equaton - specal cases of the general mass balance - types of systems

More information

induced pancreatic malignant tumours

induced pancreatic malignant tumours Targeted radotherapy wth 177 Lu-DOTA-TATE n athymc mce wth nduced pancreatc malgnant tumours J. RODRIGUEZ-CORTES, C. ARTEAGA DE MURPHY *, G. FERRO-FLORES, M. PEDRAZA-LÓPEZ, E. MURPHY-STACK #. Department

More information

Price linkages in value chains: methodology

Price linkages in value chains: methodology Prce lnkages n value chans: methodology Prof. Trond Bjorndal, CEMARE. Unversty of Portsmouth, UK. and Prof. José Fernández-Polanco Unversty of Cantabra, Span. FAO INFOSAMAK Tangers, Morocco 14 March 2012

More information

Muscle Synergy Analysis Between Young and Elderly People in Standing-Up Motion

Muscle Synergy Analysis Between Young and Elderly People in Standing-Up Motion An, Q., Ikemoto, Y., and Asama, H. Paper: Muscle Synergy Analyss Between Young and Elderly People n Standng-Up Moton Q An, Yusuke Ikemoto, and Hajme Asama The Unversty of Tokyo 7-3-1 Hongo, Bunkyou-ku,

More information

Biomarker Selection from Gene Expression Data for Tumour Categorization Using Bat Algorithm

Biomarker Selection from Gene Expression Data for Tumour Categorization Using Bat Algorithm Receved: March 20, 2017 401 Bomarker Selecton from Gene Expresson Data for Tumour Categorzaton Usng Bat Algorthm Gunavath Chellamuthu 1 *, Premalatha Kandasamy 2, Svasubramanan Kanagaraj 3 1 School of

More information

Statistical Analysis on Infectious Diseases in Dubai, UAE

Statistical Analysis on Infectious Diseases in Dubai, UAE Internatonal Journal of Preventve Medcne Research Vol. 1, No. 4, 015, pp. 60-66 http://www.ascence.org/journal/jpmr Statstcal Analyss on Infectous Dseases 1995-013 n Duba, UAE Khams F. G. 1, Hussan H.

More information

A Geometric Approach To Fully Automatic Chromosome Segmentation

A Geometric Approach To Fully Automatic Chromosome Segmentation A Geometrc Approach To Fully Automatc Chromosome Segmentaton Shervn Mnaee ECE Department New York Unversty Brooklyn, New York, USA shervn.mnaee@nyu.edu Mehran Fotouh Computer Engneerng Department Sharf

More information

Title. Author(s)Salmingo, Remel; Tadano, Shigeru; Fujisaki, Kazuhiro. CitationClinical Biomechanics, 27(6): Issue Date Doc URL.

Title. Author(s)Salmingo, Remel; Tadano, Shigeru; Fujisaki, Kazuhiro. CitationClinical Biomechanics, 27(6): Issue Date Doc URL. Ttle Correctve force analyss for scoloss from mplant Author(s)Salmngo, Remel; Tadano, Shgeru; Fujsak, Kazuhro CtatonClncal Bomechancs, 27(6): 545-550 Issue Date 2012-07 Doc URL http://hdl.handle.net/2115/49633

More information

Tests that have had changes to the method/ CPT code, units of measurement, scope of analysis, reference comments, or specimen requirements.

Tests that have had changes to the method/ CPT code, units of measurement, scope of analysis, reference comments, or specimen requirements. Immediate Action In our continuing effort to provide you with the highest quality toxicology laboratory services available, we have compiled important changes regarding a number of tests we perform. Listed

More information

MATERIALS AND METHODS

MATERIALS AND METHODS form, they mght have propertes that would allow a manufacturer to use them and avod the term "modfed starch" on the label, and they would provde the raw materal for modfcaton to provde starch wth mproved

More information

ANTIBACTERIAL EFFICIENCY OF TITANIUM DOPED DLC COATINGS

ANTIBACTERIAL EFFICIENCY OF TITANIUM DOPED DLC COATINGS Proceedngs of Internatonal Conference on Heat Exchanger Foulng and Cleanng - 213 (Peer-revewed) June 9-14, 213, Budapest, Hungary Edtors: M.R. Malayer, H. Müller-Stenhagen and A.P. Watknson Publshed onlne

More information

ARTICLE IN PRESS Neuropsychologia xxx (2010) xxx xxx

ARTICLE IN PRESS Neuropsychologia xxx (2010) xxx xxx Neuropsychologa xxx (200) xxx xxx Contents lsts avalable at ScenceDrect Neuropsychologa journal homepage: www.elsever.com/locate/neuropsychologa Storage and bndng of object features n vsual workng memory

More information

INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE

INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE Wang Yng, Lu Xaonng, Ren Zhhua, Natonal Meteorologcal Informaton Center, Bejng, Chna Tel.:+86 684755, E-mal:cdcsjk@cma.gov.cn Abstract From, n Chna meteorologcal

More information

Australian Journal of Basic and Applied Sciences

Australian Journal of Basic and Applied Sciences AENSI Journals Australan Journal of Basc and Appled Scences ISSN:1991-8178 Journal home page: www.ajbasweb.com Antoxdant and Antdabetc Actvtes of Ethanolc Ctrus Hystrx Peel Extract: Optmzaton of Extracton

More information

RENAL FUNCTION AND ACE INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 651

RENAL FUNCTION AND ACE INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 651 Downloaded from http://ahajournals.org by on January, 209 RENAL FUNCTION AND INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 65 Downloaded from http://ahajournals.org by on January, 209 Patents and Methods

More information

Resampling Methods for the Area Under the ROC Curve

Resampling Methods for the Area Under the ROC Curve Resamplng ethods for the Area Under the ROC Curve Andry I. Bandos AB6@PITT.EDU Howard E. Rockette HERBST@PITT.EDU Department of Bostatstcs, Graduate School of Publc Health, Unversty of Pttsburgh, Pttsburgh,

More information

Closed carbon balance in calculation of metabolic fluxes Application to the central metabolism of Saccharomyces cerevisiae in wine-making fermentation

Closed carbon balance in calculation of metabolic fluxes Application to the central metabolism of Saccharomyces cerevisiae in wine-making fermentation Preprnts of the 12th IFAC Symposum on Computer Applcatons n Botechnology The Internatonal Federaton of Automatc Control 16-18, 2013, December. Mumba, Inda Closed carbon balance n calculaton of metabolc

More information

Heart Rate Variability Analysis Diagnosing Atrial Fibrillation

Heart Rate Variability Analysis Diagnosing Atrial Fibrillation X-ray PIV Measurements of Velocty Feld of Blood Flows Volume 5, umber 2: 46-52, October 2007 Internatonal Journal of Vascular Bomedcal Engneerng Heart Rate Varablty Analyss Dagnosng Atral Fbrllaton Jnho

More information

Modeling the Survival of Retrospective Clinical Data from Prostate Cancer Patients in Komfo Anokye Teaching Hospital, Ghana

Modeling the Survival of Retrospective Clinical Data from Prostate Cancer Patients in Komfo Anokye Teaching Hospital, Ghana Internatonal Journal of Appled Scence and Technology Vol. 5, No. 6; December 2015 Modelng the Survval of Retrospectve Clncal Data from Prostate Cancer Patents n Komfo Anokye Teachng Hosptal, Ghana Asedu-Addo,

More information

Maize Varieties Combination Model of Multi-factor. and Implement

Maize Varieties Combination Model of Multi-factor. and Implement Maze Varetes Combnaton Model of Mult-factor and Implement LIN YANG,XIAODONG ZHANG,SHAOMING LI Department of Geographc Informaton Scence Chna Agrcultural Unversty No. 17 Tsnghua East Road, Bejng 100083

More information

TMS Induced EEG Artifacts Analysis. Based on the Partial Cross-Correlations

TMS Induced EEG Artifacts Analysis. Based on the Partial Cross-Correlations Contemporary Engneerng Scences, Vol. 7, 2014, no. 24, 1425-1433 HIKARI Ltd, www.m-hkar.com http://dx.do.org/10.12988/ces.2014.49175 TMS Induced EEG Artfacts Analyss Based on the Partal Cross-Correlatons

More information

A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA

A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA Journal of Theoretcal and Appled Informaton Technology 2005 ongong JATIT & LLS ISSN: 1992-8645 www.jatt.org E-ISSN: 1817-3195 A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA 1 SUNGMIN

More information

APPLICATION OF GENERALIZED PERTURBATION THEORY TO SENSITIVITY ANALYSIS IN BORON NEUTRON CAPTURE THERAPY

APPLICATION OF GENERALIZED PERTURBATION THEORY TO SENSITIVITY ANALYSIS IN BORON NEUTRON CAPTURE THERAPY 211 Internatonal Nuclear Atlantc Conference - INAC 211 elo Horzonte,MG, razl, October 24-28, 211 AOCIAÇÃO RAILEIRA DE ENERGIA NUCLEAR - AEN IN: 978-85-99141-4-5 APPLICAION OF GENERALIZED PERURAION HEORY

More information

IDENTIFICATION AND DELINEATION OF QRS COMPLEXES IN ELECTROCARDIOGRAM USING FUZZY C-MEANS ALGORITHM

IDENTIFICATION AND DELINEATION OF QRS COMPLEXES IN ELECTROCARDIOGRAM USING FUZZY C-MEANS ALGORITHM IDENTIFICATION AND DELINEATION OF QRS COMPLEXES IN ELECTROCARDIOGRAM USING FUZZY C-MEANS ALGORITHM S.S. MEHTA 1, C.R.TRIVEDI 2, N.S. LINGAYAT 3 1 Electrcal Engneerng Department, J.N.V, Unversty, Jodhpur.

More information

Validation of the Gravity Model in Predicting the Global Spread of Influenza

Validation of the Gravity Model in Predicting the Global Spread of Influenza Int. J. Envron. Res. Publc Health 2011, 8, 3134-3143; do:10.3390/jerph8083134 OPEN ACCESS Internatonal Journal of Envronmental Research and Publc Health ISSN 1660-4601 www.mdp.com/journal/jerph Artcle

More information

Concentration of teicoplanin in the serum of adults with end stage chronic renal failure undergoing treatment for infection

Concentration of teicoplanin in the serum of adults with end stage chronic renal failure undergoing treatment for infection Journal of Antmcrobal Chemotherapy (1996) 37, 117-121 Concentraton of tecoplann n the serum of adults wth end stage chronc renal falure undergong treatment for nfecton A. MercateUo'*, K. Jaber*, D. Hfflare-Buys*,

More information

A Novel artifact for evaluating accuracies of gear profile and pitch measurements of gear measuring instruments

A Novel artifact for evaluating accuracies of gear profile and pitch measurements of gear measuring instruments A Novel artfact for evaluatng accuraces of gear profle and ptch measurements of gear measurng nstruments Sonko Osawa, Osamu Sato, Yohan Kondo, Toshyuk Takatsuj (NMIJ/AIST) Masaharu Komor (Kyoto Unversty)

More information

Joint Modelling Approaches in diabetes research. Francisco Gude Clinical Epidemiology Unit, Hospital Clínico Universitario de Santiago

Joint Modelling Approaches in diabetes research. Francisco Gude Clinical Epidemiology Unit, Hospital Clínico Universitario de Santiago Jont Modellng Approaches n dabetes research Clncal Epdemology Unt, Hosptal Clínco Unverstaro de Santago Outlne 1 Dabetes 2 Our research 3 Some applcatons Dabetes melltus Is a serous lfe-long health condton

More information

The Effect of Fish Farmers Association on Technical Efficiency: An Application of Propensity Score Matching Analysis

The Effect of Fish Farmers Association on Technical Efficiency: An Application of Propensity Score Matching Analysis The Effect of Fsh Farmers Assocaton on Techncal Effcency: An Applcaton of Propensty Score Matchng Analyss Onumah E. E, Esslfe F. L, and Asumng-Brempong, S 15 th July, 2016 Background and Motvaton Outlne

More information

Romanian Biotechnological Letters Vol. 22, No. 5, 2017

Romanian Biotechnological Letters Vol. 22, No. 5, 2017 Romanan Botechnologcal Letters Vol. 22, No. 5, 2017 Copyrght 2017 Unversty of Bucharest Prnted n Romana. All rghts reserved ORIGINAL PAPER The effects of functonal addtves on qualty characterstcs of cooked

More information

Analysis of Correlated Recurrent and Terminal Events Data in SAS Li Lu 1, Chenwei Liu 2

Analysis of Correlated Recurrent and Terminal Events Data in SAS Li Lu 1, Chenwei Liu 2 Statstcs & Analyss Analyss of Correlated Recurrent and ermnal Events Data n SAS L Lu 1, Chenwe Lu 2 1 he EMMES Corporaton, Rockvlle, MD 2 Core Genotypng Faclty, Dvson of Cancer Epdemology and Genetcs,

More information

ASSESSMENT OF PARAMETRIC AND NON-PARAMETRIC METHODS FOR SELECTING STABLE AND ADAPTED SPRING BREAD WHEAT GENOTYPES IN MULTI - ENVIRONMENTS ABSTRACT

ASSESSMENT OF PARAMETRIC AND NON-PARAMETRIC METHODS FOR SELECTING STABLE AND ADAPTED SPRING BREAD WHEAT GENOTYPES IN MULTI - ENVIRONMENTS ABSTRACT Hasan Kılıç The Journal of Anmal & Plant Scences, : 01, Page: J. 390-398 Anm. Plant Sc. :01 ISSN: 1018-7081 ASSESSMENT OF PARAMETRIC AND NON-PARAMETRIC METHODS FOR SELECTING STABLE AND ADAPTED SPRING BREAD

More information

Optimizing an HIV testing program using a system dynamics model of the continuum of care

Optimizing an HIV testing program using a system dynamics model of the continuum of care Health Care Manag Sc (15) 18:334 362 DOI 1.7/s1729-14-9312- Optmzng an HIV testng program usng a system dynamcs model of the contnuum of care Sarah Kok Alexander R. Rutherford Reka Gustafson Rolando Barros

More information

Comp. Biochem. PhysioL Vol. 83B, No. 1, pp , /86 $ LIPOLYSIS POST MORTEM IN NORTH ATLANTIC KRILL

Comp. Biochem. PhysioL Vol. 83B, No. 1, pp , /86 $ LIPOLYSIS POST MORTEM IN NORTH ATLANTIC KRILL Comp. Bochem. PhysoL Vol. 83B, No. 1, pp. 51-55, 1986 35-491/86 $3.+. Prnted n Great Brtan 1986 Pergamon Press Ltd LIPOLYSIS POST MORTEM IN NORTH ATLANTIC KRILL OLAV SAETHER, 1 TROND E. ELLINGSEN 2 and

More information

A New Machine Learning Algorithm for Breast and Pectoral Muscle Segmentation

A New Machine Learning Algorithm for Breast and Pectoral Muscle Segmentation Avalable onlne www.ejaet.com European Journal of Advances n Engneerng and Technology, 2015, 2(1): 21-29 Research Artcle ISSN: 2394-658X A New Machne Learnng Algorthm for Breast and Pectoral Muscle Segmentaton

More information

Copy Number Variation Methods and Data

Copy Number Variation Methods and Data Copy Number Varaton Methods and Data Copy number varaton (CNV) Reference Sequence ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA Populaton ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA ACCTGCAATGAT TTGCAACGTTAGGCA

More information

Metabolic control of mitochondrial properties by adenine nucleotide translocator determines palmitoyl-coa effects

Metabolic control of mitochondrial properties by adenine nucleotide translocator determines palmitoyl-coa effects Metabolc control of mtochondral propertes by adenne nucleotde translocator determnes palmtoyl-coa effects Implcatons for a mechansm lnkng obesty and type 2 dabetes Jolta Capate 1,5, Stephan J. L. Bakker

More information

J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander

J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander 2?Hr a! A Report of Research on o ^^ -^~" r" THE STABILITY OF AUTOKINETIC JUDGMENTS J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander A techncal report made under ONR Contract Nonr-475(01) between

More information

The Influence of the Isomerization Reactions on the Soybean Oil Hydrogenation Process

The Influence of the Isomerization Reactions on the Soybean Oil Hydrogenation Process Unversty of Belgrade From the SelectedWorks of Zeljko D Cupc 2000 The Influence of the Isomerzaton Reactons on the Soybean Ol Hydrogenaton Process Zeljko D Cupc, Insttute of Chemstry, Technology and Metallurgy

More information

INTEGRATIVE NETWORK ANALYSIS TO IDENTIFY ABERRANT PATHWAY NETWORKS IN OVARIAN CANCER

INTEGRATIVE NETWORK ANALYSIS TO IDENTIFY ABERRANT PATHWAY NETWORKS IN OVARIAN CANCER INTEGRATIVE NETWORK ANALYSIS TO IDENTIFY ABERRANT PATHWAY NETWORKS IN OVARIAN CANCER LI CHEN 1,2, JIANHUA XUAN 1,*, JINGHUA GU 1, YUE WANG 1, ZHEN ZHANG 2, TIAN LI WANG 2, IE MING SHIH 2 1The Bradley Department

More information

An Approach to Discover Dependencies between Service Operations*

An Approach to Discover Dependencies between Service Operations* 36 JOURNAL OF SOFTWARE VOL. 3 NO. 9 DECEMBER 2008 An Approach to Dscover Dependences between Servce Operatons* Shuyng Yan Research Center for Grd and Servce Computng Insttute of Computng Technology Chnese

More information

Modelling transport of salts through ceramic Nanofiltration membranes. Rasha Hajarat, Alec James

Modelling transport of salts through ceramic Nanofiltration membranes. Rasha Hajarat, Alec James Modellng transort of salts through ceramc Nanofltraton membranes Rasha Hajarat, Alec James School of chemcal engneerng and analytcal scence, The Unversty of Manchester Abstract Nanofltraton membrane can

More information

NHS Outcomes Framework

NHS Outcomes Framework NHS Outcomes Framework Doman 1 Preventng people from dyng prematurely Indcator Specfcatons Verson: 1.21 Date: May 2018 Author: Clncal Indcators Team NHS Outcomes Framework: Doman 1 Preventng people from

More information

Engineered commensal microbes for dietmediated colorectal-cancer chemoprevention

Engineered commensal microbes for dietmediated colorectal-cancer chemoprevention SUPPLEMENTARY NFORMATON Artcles https://do.org/10.1038/s41551-017-0181-y n the format provded by the authors and unedted. Engneered commensal mcrobes for detmedated colorectal-cancer chemopreventon Chun

More information

A glycoprotein inhibitor of pectin methylesterase in kiwi fruit (Actinidia chinensis)

A glycoprotein inhibitor of pectin methylesterase in kiwi fruit (Actinidia chinensis) Eur. J. Bochen. 193, 183-187 (1990) FEBS 1990 A glycoproten nhbtor of pectn methylesterase n kw frut (Actnda chnenss) Cro BALESTRIERI I, Domenco CASTALDO ', Alfonso GIOVANE I, Luco QUAGLIUOLO ', and Lug

More information

Figure S1. 1g tumors (weeks) ikras. Lean Obese. Lean Obese 25 KPC

Figure S1. 1g tumors (weeks) ikras. Lean Obese. Lean Obese 25 KPC Fgure S 5 Tme to develop g tumors (weeks) 5 5 Tme to develop g tumors (weeks) 5 5 KRS KPC Fgure S. Effect of obesty on tumor ntaton. Tme to develop tumors of about g n KPC and KRS mce fed low or hgh-fat

More information

Supplementary Note 1. A human fatty acid synthase inhibitor binds -ketoacyl reductase in the ketosubstrate

Supplementary Note 1. A human fatty acid synthase inhibitor binds -ketoacyl reductase in the ketosubstrate uppleentary Note huan fatty acd synthase nhbtor bnds -ketoacyl reductase n the ketosubstrate ste Mary nn Hardwcke,4, lan R. Rendna 2,4, hawn P. Wllas 3,4, Mchael L. Moore, Lpng Wang 3, ule. rueger, Raona

More information