Removal of Cu(II) from Water by Adsorption on Chicken Eggshell
|
|
- Avice Hall
- 8 years ago
- Views:
Transcription
1 Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: 4 Rmoval of u(ii) from War by Adsorpion on hickn Eggshll Nurul Aimi bini Rohaizar*, Norhafizah bini Abd. Hadi*, Wong h Sin* Absrac Th us of chickn ggshll as adsorbn for h rmoval of coppr (II) from war was invsigad in h prsn sudy. Th ffcs of diffrn paramrs such as ph of h soluion, agiaion ra and conac im on h adsorpion procss wr sudid. Th opimum condiions for u(ii) adsorpion by chickn ggshll wr found o b a ph 7 wih h agiaion ra of 35 rpm. Euilibrium daa wr analyzd by Langmuir and Frundlich isohrm modls and h daa wr fid wll o Frundlich isohrm modl. Th adsorpion kinics daa wr valuad by h psudo-firs-ordr and psudo-scond-ordr modls. Th daa wr wll corrlad wih h psudo-scond-ordr kinic modl, which indicad ha chmisorpion procsss could b h ra-limiing sp in h adsorpion procss. Th rsuls show ha chickn ggshll has h ponial o b usd as biosorbn for adsorpion of coppr (II) from war. Indx Trm oppr, chickn ggshll, adsorpion isohrm, kinic modl I. INTRODUTION THE rlas of oxic subsancs in h waswar from indusrial aciviis such as mining, mal procssing, pharmacuicals, psicids, organic chmicals, rubbr and plasics, c. may caus srious ffcs on h nvironmn and human halh. I is bcaus h oxic subsancs hav a ndncy o accumula in h soil, sa war, frsh war and sdimns du o hir high disprsion from whr hy nr ino h food chain []. oppr is on of h oxic havy mals dischargd ino h nvironmn du o indusrial opraions, anhropognic aciviis and naural sourc of coppr xposur []. In ordr o hav a polluion-fr nvironmn, h oxic havy mals should b rmovd from waswar bfor is disposal. Rmoval of oxic havy mals from indusrial waswar has bn pracicd for svral dcads by h convnional physico-chmical rmoval mhods, such as chmical prcipiaion, lcroplaing, mmbran sparaion, vaporaion and rsin ionic xchang. Howvr, hs mhods ar usually ar found o b infficin and xpnsiv, spcially whn * Scion of hmical Enginring Tchnology, Malaysian Insiu of hmical and Bionginring Tchnology, Univrsii Kuala Lumpur, Vndor iy, Taboh Naning, 78 Alor Gajah, Mlaka, Malaysia. raing waswar wih low concnraion of havy mals [] [4]. Thrfor, alrnaiv mhod has bn ampd using low cos marials such as chickn ggshll o rmov havy mals by a simpl adsorpion procss. hickn ggshll can b usd o adsorb havy mal in waswar du o is calcium carbona conn which is rsponsibl for mal adsorpion [5]. This alrnaiv mhod will no produc chmical sludg, hnc no scondary polluion and i is mor fficin and asy o opra compard o ohr mhods []. Th objcivs of his projc ar o sudy h ffcs of diffrn opraing paramrs including ph, agiaion ra and conac im on h adsorpion fficincy of u(ii) from war by chickn ggshll. Bsids, h prsn sudy is also aimd o valua h uilibrium of adsorpion procss using Langmuir and Frundlich isohrms. Manwhil, h kinics of u(ii) adsorpion on chickn ggshll will also b analyzd using diffrn modls including h psudo-firs-ordr and psudo-scond-ordr kinic modls. II. MATERIALS AND METHODS A. Marials oppr sulfa (uso 4 ) was usd for h prparaion of sock sandard soluions of u(ii) in disilld war. For ph adjusmn hroughou h xprimn,. M hydrochloric acid (Hl) and/or. M sodium hydroxid (NaOH) wr usd as ncssary. All chmical usd in h prsn sudy wr of analyical grad from Mrck, Grmany. Aomic adsorpion spcromr (AAS Modl HGA 85, USA) was usd o masur h u(ii) concnraion. B. Prparaion of Adsorbn Th chickn ggshlls wr collcd from kichn was and washd by dionizd war for svral ims o rmov h dir paricls. Th ggshlls wr hn drid ovrnigh in h ovn a 4. Th drid ggshlls wr ground ino small paricls and sord in an airigh conainr for fuur us.. Effc of ph on u(ii) Adsorpion Th ffc of soluion ph on adsorpion of u(ii) was sudid by mixing.5 g of adsorbn wih ml of coppr soluion of 5 mg/l concnraion a diffrn ph valu (4 8) undr 3. Th ph was adjusd wih. M NaOH or. M Hl soluions and masurd by ph mr. Agiaion was mad a a consan sirring spd of 5 rpm for 8 minus. Th rmaining concnraion of u(ii) afr adsorpion was IJET-IJENS Fbruary 3 IJENS
2 Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: 4 masurd using aomic adsorpion spcromr (AAS). D. Effc of Agiaion Ra on u(ii) Adsorpion Th ffc of agiaion ra on u(ii) adsorpion was invsigad by adding.5 g of adsorbn ino ml of coppr soluion of 5 mg/l concnraion a opimum ph drmind prviously. Th soluion was agiad using war bah shakr a diffrn sirring ras (5 35 rpm) undr consan mpraur of 3. Th rmaining concnraion of u(ii) afr adsorpion was masurd using AAS. E. Euilibrium Sudis of u(ii) Adsorpion A sris of soluions conaining diffrn iniial concnraions of u(ii) ions (in h rang of 5 35 mg/l) was prpard and mployd for h bach adsorpion sudis a 3 o chck h applicabiliy of h Langmuir and Frundlich adsorpion isohrms undr opimum condiions obaind prviously. Th rmaining concnraion of u(ii) afr adsorpion was masurd using AAS and h amoun of adsorpion a uilibrium, (mg/g) was calculad by: W V whr and (mg/l) ar h liuid-phas concnraion of coppr a iniial and uilibrium, rspcivly, V (L) is h volum of h soluion and W (g) is h mass of dry adsorbn usd. Th adsorpion fficincy of u(ii) can b calculad as: Adsorpion prcnag = () F. Kinics Sudis of u(ii) Adsorpion Th kinics sudis of u(ii) adsorpion wr carrid ou by bach adsorpion a opimum condiions valuad prviously. Th sampls wr akn a prs im inrvals up o 8 minus undr mpraur of 3. Th rmaining concnraion of u(ii) afr adsorpion was masurd using AAS and h amoun of adsorpion a im, (mg/g) was calculad by: W V whr (mg/l) is h liuid-phas concnraions of u(ii) soluions a any im,. III. RESULTS AND DISUSSION A. Effc of ph on u(ii) Adsorpion Soluion ph is on of h mos imporan paramrs conrolling adsorpion of havy mals from auous soluions bcaus waswar from various sourcs will hav diffrn ph valus. Thrfor, in his sudy h ffc of ph on rmoval of u(ii) was xamind in h ph rang of 4 8. Th () (3) concnraion of u(ii), h amoun of chickn ggshlls and conac im wr kp consan a 5 mg/l,.5 g and 8 minus, rspcivly. Fig. shows ha h adsorpion capaciis of u(ii) incrasd significanly as h ph incrasd from 4 7 and approachd a plaau a ph rang of 7 8. Th adsorpion capaciis rachd almos % a highr ph. A lowr ph, lil adsorpion could b ascribd o h hydrogn ions comping wih mal ions for adsorpion si [6]. Th ffc of ph can b xplaind by ion-xchang mchanism of adsorpion in which h imporan rol is playd by carbona groups on h chickn ggshlls ha hav caion-xchang propris. A lowr ph valus, coppr adsorpion was inhibid du o h compiion bwn hydrogn and coppr ions on h adsorpion sis, which rsrics h approach of mal caions. As h ph incrasd, h carbona groups in chickn ggshlls would b xposd, incrasing h ngaiv chargs on h adsorbn surfac, aracing h mal caions and allowing h adsorpion ono h adsorbn surfac [7]. B. Effc of Agiaion Ra on u(ii) Adsorpion Agiaion ra plays an imporan rol in h adsorpion procss and h ffc of agiaion spd on adsorpion capaciy of coppr has bn sudid by varying h agiaion spd from 5 35 rpm. Th coppr adsorpion prcnag a diffrn agiaion spds by chickn ggshlls is shown in Fig.. I has bn obsrvd ha h prcnag of coppr adsorpion incrasd wih incrasing agiaion spd du o h propr conac bwn h mal ions in soluion and h adsorbns binding sis ha promos ffciv ransfr of coppr ions o h adsorbns sis. Rsuls indicad ha h u(ii) adsorpion by chickn ggshlls rachd almos % a 35 rpm. A lowr spd, h adsorbn will accumula a boom and rsul in burial of various aciv sis undr h abov layrs of adsorbn [8].. Analysis of Adsorpion Isohrm Th uilibrium sudy is imporan for an adsorpion procss as i shows h capaciy of h adsorbn and h adsorpion isohrm is normally applid o dscrib h adsorpion mchanism for h inracion of caions on h adsorbn surfac. In h prsn sudy, xprimnal daa wr analyzd o xamin h adsorpion isohrm using Langmuir and Frundlich modls. Th Langmuir isohrm is applicabl o monolayr adsorba covrag on h adsorbn surfac [9], whras h Frundlich isohrm is an mpirical modl ha considrs hrognous adsorpion on h adsorbn surfac []. Th linarizd uaions for h Langmuir and Frundlich isohrms ar xprssd as (4) and (5), rspcivly: IJET-IJENS Fbruary 3 IJENS
3 Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: 4 log b m m n logk F log (5) whr is h adsorba concnraion a uilibrium (mg/l), is h adsorpion capaciy a uilibrium (mg/g), b is h adsorpion uilibrium consan (L/mg) rlad o h apparn nrgy of adsorpion, m is h maximum adsorpion capaciy of absorbn (mg/g), n indicas h bond nrgis bwn mal ion and h adsorbn, and k F (L/g) is rlad o bond srngh []. Th linar plos of Langmuir and Frundlich uaions rprsning u(ii) adsorpion by h chickn ggshlls ar illusrad in Figs. 3 and 4. Th adsorpion consans of Langmuir and Frundlich uaions and hir corrlaion cofficins (R ) ar prsnd in Tabl I. Th valu of R is a masur of h goodnss-of-fi of xprimnal daa on h isohrm modls []. Rsuls showd ha h adsorpion procss by chickn ggshlls was br rprs nd by h Frundlich uaion compard o h Langmuir isohrm, whr h R valus wr found o b.988 and.736, rspcivly. This indicad ha h upak of coppr on chickn ggshlls was happnd hrough hrognous adsorpion. From Tabl I, h k F consan of Frundlich isohrm, which xprsss h slciv upak of coppr and affiniy of adsorbn was L/g, whras h /n valu was found o b Gnrally, h valu of /n ha is rlad o h disribuion of si bonding nrgis is ranging bwn..7 []. If /n is highr han, i indicas ha h surfac aras of adsorbn covrd by h mal ions incras, and h nrgis of adsorpion will dcras []. D. Analysis of Adsorpion Kinics Th kinic sudy of mal ion adsorpion is imporan o giv insigh ino h adsorpion ra, provid informaion on h conac im ruird for considrabl adsorpion o ak plac and also h facors affcing or conrolling h adsorpion ra. Th adsorpion of u(ii) by chickn ggshlls a diffrn conac im is shown in Fig. 5. Th adsorpion occurrd rapidly a h firs 5 minus and almos % adsorpion fficincy of u(ii) was aaind afr 6 minus. In ordr o invsiga h mchanism of u(ii) adsorpion by chickn ggshlls and h ponial ra-conrolling sps, wo of h mos commonly usd kinic modls, psudo-firsordr and psudo-scond-ordr kinic modls wr mployd o valua h adsorpion of u(ii). Th linar form of uaions for h psudo-firs-ordr and psudo-scond-ordr kinic modls can b rprsnd by (6) and (7), rspcivly. log k (6).33 log (4) (7) k whr is h adsorpion capaciy a im (mg/g), k is h firs-ordr racion ra consan (L/min) and k rprsns h scond-ordr racion ra consan (g/mg.min). Th plos of psudo-firs-ordr and psudo-scond-ordr modls ar illusrad in Figs. 6 and 7, rspcivly. A comparison of h racion ra consans and R valus simad from h psudo-firs-ordr and scond-ordr uaions is prsnd in Tabl II. From Tabl II, h R valu for h psudo-scond-ordr modl was highr han h psudo-firs-ordr modl. This showd ha h adsorpion of coppr on chickn ggshlls was wll-fid o h psudo-scond-ordr kinics modl compard o h firs-ordr modl. I can b concludd ha h psudo-scond-ordr kinics modl provids a good corrlaion for h adsorpion of u(ii) on chickn ggshlls and i also suggss ha h chmisorpion procss could b h ra-limiing sp in h adsorpion procss. Similar conclusion was also rpord for h adsorpion of havy mal ions by ohr adsorbns such as modifid groundnu husks, oil palm fibrs, was a lavs and r lavs was []. IV. ONLUSION Th rmoval of u(ii) from war by using chickn ggshlls has bn xprimnd undr svral condiions such as a diffrn ph, agiaion ra and conac im. Th opimum ph for coppr adsorpion was found a ph 7, whras h opimum agiaion ra was drmind a 35 rpm. From h analysis of adsorpion uilibrium, h corrlaion rgrssion cofficins showd ha h adsorpion procss was br dfind by Frundlich uaion. Rsuls also indicad ha adsorpion kinics of u(ii) adsorpion on chickn ggshlls followd h psudo-scond-ordr kinic modl whr h chmisorpion procss may b h ra-limiing sp in h adsorpion procss. This sudy shows ha chickn ggshlls hav high ponial o b usd as low-cos adsorbn for h rmoval of coppr from war. Sinc h mals upak by chickn ggshlls is highly dpndan on h numbr of aciv binding sis or funcional groups on h adsorbns, furhr rsarch can b ampd o nhanc h xising rsuls by modifying h chickn ggshll adsorbns using acids or bass. As a rsul of chmical modificaion, i is xpcd ha h numbr of aciv binding sis or funcional groups on h adsorbns migh b incrasd o improv h adsorpion capaciy of adsorbns. REFERENES [] S. Rahnakumar, R. Y. Shja, and T. Murugsan, Rmoval of coppr (II) from auous soluions using ak (Tcona grandis L.f) lavs, Inrnaional onfrnc on hmical Enginring and Tchnology, Augus 6-8, 9, Singapor IJET-IJENS Fbruary 3 IJENS
4 Adsorpion (%) Adsorpion (%) Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: 43 [] E. S. Z. El-Ashoukhy, N. K. Amin, and O. Abdlwahab, Rmoval of lad(ii) and coppr(ii) from auous soluion using pomgrana pl as a nw adsorbn, Dsalinaion, vol. 3, pp. 6-73, 8. [3] A. Dabrowski, Z. Hubicki, P. Podkoscilny, and E. Robns, Slciv rmoval of h havy mal ions from wars and indusrial waswars by ion-xchang mhod, hmosphr, vol. 56, pp. 9-6, 4. [4] B. Volsky, and A. Lusch, Th influnc of film diffusion on cadmium biosorpion by marin biomass, Journal of Biochnology, vol. 43, pp. -, 995. [5] W. T. Tsai, J. M. Yang,.W. Lai, Y. H. hng,.. Lin, and. W. Yh, haracrizaion and adsorpion propris of ggshlls and ggshll mmbran, Biorsourc Tchnology, vol. 97, pp , 6. [6] A. Sad, Muhammad Ibal, and M. Wahd Akhar, Rmoval and rcovry of lad (II) from singl and mulimal (d, u, Ni, Zn) soluions by crop milling was (black gram husk), Journal of Hazardous Marials, vol. 7, pp , 5. [7] G. Kalyani, G. B. Rao, V. Saradhi, and P. Kumar, Euilibrium kinic sudis on biosorpion of zinc ono Gallus domsicus Shll Powdr, ARPN Journal of Enginring and Applid Scincs, vol. 4, pp , 9. [8] J. Anwar, Wahd-uz-Zaman, Umar Shafiu, Muhammad Salman, Amara Dar, and Shafiu Anwar, Rmoval of Pb(II) and d(ii) from war by adsorpion on pls of banana, Biorsours Tchnology, vol., pp ,. [9] O. O. Abdulrasa, and O. G. Basiru, Rmoval of coppr (II), iron (III) and lad (II) ions from mono-componn simulad was fflun by adsorpion on coconu husk, Acadmic Journals, vol. 4, pp ,. []. Arunlrar, W. Kawsomboon, A. Kumsopa, P. Pokhiiyook, and P. Panyawahanaki, Rmoval of lad from bary manufacuring waswar by gg shll, Songklanakarin Journal of Scinc and Tchnology, vol. 9, pp , 7. [] W. Kawsomboon, Rmoval of Lad from Bary Manufacuring Waswar by Egg Shll, Masr Thsis, Mahindol Univrsiy, Thailand, 6. [] M. Horsfall, and L. V. Jos, Kinic sudy of liuid phas adsorpiv rmoval of havy mal ions by almond r lavs was, African Journals Onlin, vol., pp , ph Fig.. Effc of ph on h adsorpion of u(ii) by chickn ggshlls Sirring ra (rpm) Fig.. Effc of sirring ra on h adsorpion of u(ii) by chickn ggshlls IJET-IJENS Fbruary 3 IJENS
5 Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: c/ Adsorpion (%).5..5 y =.57x +.79 R = Euilibrium oncnraion of u(ii), c (mg/l) Fig. 3. Linar plo of Langmuir isohrm for h adsorpion of u(ii) by chickn ggshlls.5 log.5.5 y =.6473x +.43 R = log c Fig. 4. Linar plo of Frundlich isohrm for h adsorpion of u(ii) by chickn ggshlls onac im (min) Fig. 5. Effc of conac im on h adsorpion of u(ii) by chickn ggshlls IJET-IJENS Fbruary 3 IJENS
6 / (g.min/mg) log ( - ) Inrnaional Journal of Enginring & Tchnology IJET-IJENS Vol:3 No: y = -.98x R =.96 - Tim, (min) Fig. 6. Linar plo of psudo-firs-ordr kinic modl for h adsorp ion of u(ii) by chickn ggshlls y =.474x +.34 R = Tim, (min) Fig. 7. Linar plo of psudo-scond-ordr kinic modl for h adsorpion of u(ii) by chickn ggshlls T ABLE I ISOTHERM PARAMETERS FOR THE ADSORPTION OF U(II) BY HIKEN EGGSHELLS Langmuir isohrm Frundlich isohrm R m (mg/g) b (L/mg) R /n k F (mg/l) T ABLE II PARAMETERS OF KINETI MODELS FOR THE ADSORPTION OF U(II) BY HIKEN EGGSHELLS Psudo-firs-ordr modl Psudo-scond-ordr modl k (L/min) R k (g/mg.min) R IJET-IJENS Fbruary 3 IJENS
Numerical Algorithm for the Stochastic Present Value of Aggregate Claims in the Renewal Risk Model
Gn. Mah. Nos, Vol. 9, No. 2, Dcmbr, 23, pp. 4- ISSN 229-784; Copyrigh ICSRS Publicaion, 23 www.i-csrs.org Availabl fr onlin a hp://www.gman.in Numrical Algorihm for h Sochasic Prsn Valu of Aggrga Claims
More informationTechnological Entrepreneurship : Modeling and Forecasting the Diffusion of Innovation in LCD Monitor Industry
0 Inrnaional Confrnc on Economics and Financ Rsarch IPEDR vol.4 (0 (0 IACSIT Prss, Singaor Tchnological Enrrnurshi : Modling and Forcasing h Diffusion of Innovaion in LCD Monior Indusry Li-Ming Chuang,
More informationRapid Estimation of Water Flooding Performance and Optimization in EOR by Using Capacitance Resistive Model
Iranian Journal of Chmical Enginring Vol. 9, No. 4 (Auumn), 22, IAChE Rapid Esimaion of War Flooding Prformanc and Opimizaion in EOR by Using Capacianc Rsisiv Modl A.R. Basami, M. Dlshad 2, P. Pourafshary
More informationGENETIC ALGORITHMS IN SEASONAL DEMAND FORECASTING
forcasing, dmand, gnic algorihm Grzgorz Chodak*, Wiold Kwaśnicki* GENETIC ALGORITHMS IN SEASONAL DEMAND FORECASTING Th mhod of forcasing sasonal dmand applying gnic algorihm is prsnd. Spcific form of usd
More informationMany quantities are transduced in a displacement and then in an electric signal (pressure, temperature, acceleration). Prof. B.
Displacmn snsors Many quaniis ar ransducd in a displacmn and hn in an lcric signal (prssur, mpraur, acclraion). Poniomrs Poniomrs i p p i o i p A poniomr is basd on a sliding conac moving on a rsisor.
More informationThe Sensitivity of Beta to the Time Horizon when Log Prices follow an Ornstein- Uhlenbeck Process
T Snsiiviy of Ba o Tim Horizon wn Log Prics follow an Ornsin- Ulnbck Procss Oc 8, 00) KiHoon Jimmy Hong Dparmn of Economics, Cambridg Univrsiy Ocobr 4, 00 Sv Sacll Triniy Collg, Cambridg Univrsiy Prsnaion
More informationTransient Thermoelastic Behavior of Semi-infinite Cylinder by Using Marchi-Zgrablich and Fourier Transform Technique
Inrnaional Journal of Mahmaical Enginring and Scinc ISSN : 77-698 Volum 1 Issu 5 (May 01) hp://www.ijms.com/ hps://sis.googl.com/si/ijmsjournal/ Transin Thrmolasic Bhavior of Smi-infini Cylindr by Using
More informationBiosorption of Heavy Metals from Aqueous Solutions Using Water Hyacinth as a Low Cost Biosorbent
Biosorption of Havy Mtals from Auous Solutions Using Watr Hyacinth as a Low Cost Biosorbnt Achanai Buasri 1,2* Nattawut Chaiyut 1,2 Kssarin Tapang 1 Supparok Jaronsin 1 Suthra Panphrom 1 1. Dpartmnt of
More informationCFD-Calculation of Fluid Flow in a Pressurized Water Reactor
Journal of Scincs, Islamic Rpublic of Iran 19(3): 73-81 (008) Univrsiy of Thran, ISSN 1016-1104 hp://jscincs.u.ac.ir CFD-Calculaion of Fluid Flow in a Prssurizd War Racor H. Farajollahi, * A. Ghasmizad,
More informationEstimating Powers with Base Close to Unity and Large Exponents
Divulgacions Mamáicas Vol. 3 No. 2005), pp. 2 34 Esimaing Powrs wih Bas Clos o Uniy and Larg Exponns Esimacón d Poncias con Bas Crcana a la Unidad y Grands Exponns Vio Lampr Vio.Lampr@fgg.uni-lj.si) FGG,
More informationMTBF: Understanding Its Role in Reliability
Modul MTBF: Undrsanding Is Rol in Rliabiliy By David C. Wilson Foundr / CEO March 4, Wilson Consuling Srvics, LLC dav@wilsonconsulingsrvics.n www.wilsonconsulingsrvics.n Wilson Consuling Srvics, LLC Pag
More informationAdsorption of Malachite Green Dye onto Activated Carbon Derived from Durian Peel
Adsorption of Malachit Grn Dy onto Activatd Carbon Drivd from Durian Pl SARAWUT SRIKHUN, SAMORN HIRUNPRADITKUN, KAMCHAI NUITHITIKUL* Dpartmnt of Chmical Enginring King Mongkut s Univrsity of Tchnology
More informationOption Pricing with Constant & Time Varying Volatility
Opion Pricing wih Consan & im arying olailiy Willi mmlr Cnr for Empirical Macroconomics Bilfld Grmany; h Brnard chwarz Cnr for Economic Policy Analysis Nw York NY UA and Economics Dparmn h Nw chool for
More informationEstimating Private Equity Returns from Limited Partner Cash Flows
Esimaing Priva Equiy Rurns from Limid Parnr Cash Flows Andrw Ang, Bingxu Chn, William N. Gozmann, and Ludovic Phalippou* Novmbr 25, 2013 W inroduc a mhodology o sima h hisorical im sris of rurns o invsmn
More informationEXTRACTION OF FINANCIAL MARKET EXPECTATIONS ABOUT INFLATION AND INTEREST RATES FROM A LIQUID MARKET. Documentos de Trabajo N.
ETRCTION OF FINNCIL MRKET EPECTTIONS OUT INFLTION ND INTEREST RTES FROM LIQUID MRKET 2009 Ricardo Gimno and José Manul Marqués Documnos d Trabajo N.º 0906 ETRCTION OF FINNCIL MRKET EPECTTIONS OUT INFLTION
More informationYou can recycle all your cans, plastics, paper, cardboard, garden waste and food waste at home.
Your 4 bin srvic You can rcycl all your cans, plasics, papr, cardboard, gardn was and food was a hom. This guid conains imporan informaion abou wha can b rcycld in your bins. Plas ak a momn o rad i. for
More informationEFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS
25 Vol. 3 () January-March, pp.37-5/tripathi EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS *Shilpa Tripathi Dpartmnt of Chmical Enginring, Indor Institut
More informationQUALITY OF DYING AND DEATH QUESTIONNAIRE FOR NURSES VERSION 3.2A
UNIVERSITY OF WASHINGTON SCHOOL OF MEDICINE QUALITY OF DYING AND DEATH QUESTIONNAIRE FOR NURSES VERSION 3.2A Plas rurn your compld qusionnair in h nclosd nvlop o: [Rurn Addrss] RNID PID Copyrigh by h Univrsiy
More informationIntroduction to Measurement, Error Analysis, Propagation of Error, and Reporting Experimental Results
Inroducion o Masurmn, Error Analysis, Propagaion of Error, and Rporing Exprimnal Rsuls AJ Pinar, TD Drummr, D Caspary Dparmn of Chmical Enginring Michigan Tchnological Univrsiy Houghon, MI 4993 Spmbr,
More informationCEO Björn Ivroth. Oslo, 29 April 2015. Q1 2015 Presentation
CEO Björ Ivroh Oslo, 29 April 2015 2015 Prsaio Par I `15 Rpor o Highlighs o Group o Sgms o Fiac Par II Mark oulook Summary Appdix 2015 prsaio 2 Highlighs Lyg Bidco AS has acquird 88 % of h shars o No icludig
More informationPSYCHOLOGY AT SUNY POTSDAM
PSYCHOLOGY AT SUNY POTSDAM Ars & Scincs Awards Crmony A Fall 2014 Easrn Psychological Ars Associaion & Scincs Confrnc 1 Award Crmony 1 Psychology 2014 Awards..2 2 Gradua Gradua School School upda Upda..4
More informationQUANTITATIVE METHODS CLASSES WEEK SEVEN
QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.
More informationSilvercrest Asset Management Group, LLC
Silvrcrs Small Cap Valu Silvrcrs Ass Managmn Group, LLC 1330 Avnu of h Amricas, 38h Floor Nw York, Nw York 10019 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Small Cap Valu laiv Valu Yar Foundd: GIMA Saus:
More informationCONTINUOUS TIME KALMAN FILTER MODELS FOR THE VALUATION OF COMMODITY FUTURES AND OPTIONS
CONTINUOUS TIME KALMAN FILTER MODELS FOR THE VALUATION OF COMMODITY FUTURES AND OPTIONS ANDRÉS GARCÍA MIRANTES DOCTORAL THESIS PhD IN QUANTITATIVE FINANCE AND BANKING UNIVERSIDAD DE CASTILLA-LA MANCHA
More informationMinneapolis Portfolio Management Group, LLC
Minnapolis Porfolio Managmn Group, 80 LLC Souh 8h Sr, Sui 1902 Minnapolis, Minnsoa 55402 PODUCT OVEVIEW Minnapolis Por. Mgm. Group (MPMG) blivs ha pric is vryhing. I is hir obsrvaion ha Wall Sr is as much
More informationInterest Parity Conditions. Interest parity conditions are no-arbitrage profit conditions for capital. The easiest way to
World Economy - Inrs Ra Pariy (nry wrin for h Princon Encyclopdia of h World Economy) Inrs Pariy Condiions Th pariy condiions Inrs pariy condiions ar no-arbirag profi condiions for capial. Th asis way
More informationDensity Forecasting of Intraday Call Center Arrivals. using Models Based on Exponential Smoothing
Dnsiy Forcasing of Inraday Call Cnr Arrivals using Modls Basd on Exponnial Soohing Jas W. Taylor Saïd Businss School Univrsiy of Oxford Managn Scinc, 0, Vol. 58, pp. 534-549. Addrss for Corrspondnc: Jas
More informationInternational Capital Flows and U.S. Interest Rates
IIIS Discussion Papr No.3/Dcmbr 2005 Inrnaional Capial Flows and U.S. Inrs Ras Francis E. Warnock Global Economis and Marks Group Dardn Businss School Univrsiy of Virginia Vronica C. Warnock Dparmn of
More informationCharacterization of semi-insulating GaAs:Cr by means of DC-CPM technique
Rvu ds Enrgis Rnouvlabls Vol. 12 N 1 (2009) 125 135 Characrizaion of smi-insulaing GaAs:Cr by mans of DC-CPM chniqu. ibrmacin 1* and A. Mrazga 2 1 Laboraoir ds Maériaux Smi-conducurs Méalliqus, Univrsié
More informationInvestment Grade Fixed Income Fiduciary Services Cincinnati Asset Management
Invsmn Grad Fixd Incom Cincinnai Ass Managmn 8845 Govrnor's Hill Driv Cincinnai, Ohio 45249 Syl: US Taxabl Cor Sub-Syl: Taxabl Corpora Firm AUM: $2.5 billion Firm Sragy AUM: $1.7 billion Yar Foundd: GIMA
More informationTerm Structure of Interest Rates: The Theories
Handou 03 Econ 333 Abdul Munasb Trm Srucur of Inrs Ras: Th Thors Trm Srucur Facs Lookng a Fgur, w obsrv wo rm srucur facs Fac : Inrs ras for dffrn maurs nd o mov oghr ovr m Fac : Ylds on shor-rm bond mor
More informationShort Term Taxable Fixed Income Fiduciary Services Sage Advisory Services, Ltd. Co.
Shor Trm Taxabl Fixd Incom Sag Advisory Srvics, Ld. Co. 5900 Souhws Parkway Building 1 Ausin, Txas 78735 Syl: Shor Trm Fixd Incom Sub-Syl: Shor Trm Fixd Incom Firm AUM: $11.2 billion Firm Sragy AUM: $1.9
More informationUniplan REIT Portfolio Fiduciary Services Uniplan Investment Counsel, Inc.
Uniplan EIT Porfolio Uniplan Invsmn Counsl, Inc. 22939 W Ovrson d Union Grov, Wisconsin 53182 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: EITs EITs Domsic $2.2 billion $1.3 billion Yar Foundd: GIMA Saus: Firm
More informationSmall Cap Fiduciary Services
Sragy Saus: Closd Sragy closd o nw accouns and opn o addiional asss Th London Company 1800 Baybrry Cour, Sui 301 ichmond, Virginia 23226 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Valu-orind $10.0 billion
More informationSubject: Quality Management System Requirements SOP 4-1-0-1 -
SOP 4-1-0-1 - 1.) Scop: This SOP covrs h rquirmns for Pharmco s Qualiy Managmn Sysm. 2.) Normaiv Rfrncs: SOP 4-4-2: Qualiy Manual. SOP 4-2-3-A: Masr Lis of Conrolld Documns SOP 5-6-0 Managmn Rsponsibiliy
More informationANNUAL ENERGY-USING SIMULATION OF SEPARATE HEAT-PIPE HEAT EXCHANGER
Procdings of Building Simulaion : h Confrnc of Inrnaional Building Prformanc Simulaion Associaion Sydny 4-6 ovmbr. AUAL EERG-USIG SIMULATIO OF SEPARATE HEAT-PIPE HEAT EXCHAGER Dan-dan Zhu Da an and Zhn
More informationLateef Investment Management, L.P. 300 Drakes Landing Road, Suite 210 Greenbrae, California 94904
Laf Invsmn Managmn, L.P. 300 Draks Landing oad, Sui 210 Grnbra, California 94904 Sragy Saus: Closd Sragy closd o nw accouns and opn o addiional asss Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Larg Cap
More informationUS Small Cap Value. $8.2 billion $1.3 billion
Sysmaic Financial Managmn, L.P. 300 Frank W. Burr Blvd. - 7h Floor Tanck, Nw Jrsy 07666 PODUCT OVEVIEW Sysmaic Financial Managmn, L.P blivs focusing on companis ha can rir all ousanding db wihin n yars
More informationApplied Eq Adv-Gbl Concen Fiduciary Services Applied Equity Advisors
Applid Eq Adv-Gbl Concn Applid Equiy Advisors 440 S. LaSall Sr, 38h Floor Chicago, Illinois 60605 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: Global Equiis Blnd $5.1 billion $1.8 billion^ Yar Foundd: GIMA
More informationUS Large Cap. $15.6 billion $5.4 million
Alana Capial Managmn Co. 1075 Pachr Sr, Sui 2100 Alana, Gorgia 30309 PODUCT OVEVIEW High Qualiy Slc Equiy is a fundamnal cor approach ha invss in mid- o larg-cap companis in srong financial condiion and
More informationRIG Global Growth Fiduciary Services RiverFront Investment Group, LLC
IG Global Growh ivrfron Invsmn Group, LLC 1214 E. Cary Sr ichmond, Virginia 23219 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: Global Muli Ass Global Tacical Ass Alloc $2.9 billion^ $522.1 million Yar Foundd:
More informationME 612 Metal Forming and Theory of Plasticity. 6. Strain
Mtal Forming and Thory of Plasticity -mail: azsnalp@gyt.du.tr Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.
More informationGold versus stock investment: An econometric analysis
Intrnational Journal of Dvlopmnt and Sustainability Onlin ISSN: 268-8662 www.isdsnt.com/ijds Volum Numbr, Jun 202, Pag -7 ISDS Articl ID: IJDS20300 Gold vrsus stock invstmnt: An conomtric analysis Martin
More informationHigh Quality High Yield Select UMA Seix Advisors
Six Advisors On Maynard Driv, Sui 3200 Park idg, Nw Jrsy 07656 Syl: High Yild Fixd Incom Sub-Syl: High Qualiy High Yild Fixd Incom Firm AUM: $28.2 billion Firm Sragy AUM: $4.4 billion Yar Foundd: GIMA
More informationAvailable on line at Association of the Chemical Engineers of Serbia AChE. www.ache.org.rs/ciceq. Chem. Ind. Chem. Eng. Q. 20 (1) 97 107 (2014)
Availabl on lin at Association of th Chmical Enginrs of Srbia AChE Chmical Industry & Chmical Enginring Quartrly www.ach.org.rs/ciceq Chm. Ind. Chm. Eng. Q. 2 (1) 97 17 (214) CI&CEQ MOHAMMAD A. BEHNAJADY
More informationTraffic Flow Analysis (2)
Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,
More informationForecasting Demand of Potential Factors in Data Centers
Iformaica Ecoomică vol. 3, o. /29 9 Forcasig Dmad of Poial Facors i Daa rs Alxadr PINNOW, Sfa OSTERBURG, Lars HANISH Oo-vo-Guric-Uivrsiy, Magdburg, Grmay {alxadr.piow sfa.osrburg lars.haisch}@ii.cs.ui-magdburg.d
More informationLarge Cap Equity Fiduciary Services Fayez Sarofim & Co.
Larg Cap Equiy Fayz & Co. Two Houson Cnr, 909 Fannin Sr - Sui 2907 Houson, Txas 77010 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Larg Cap Blnd $23.3 billion $17.1 billion Yar Foundd: GIMA Saus: Firm Ownrship:
More informationHigh Dividend Value Select UMA Schafer Cullen Capital Management
Schafr Culln Capial Managmn 645 Fifh Av., Sui 1201 Nw York, Nw York 10022 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Larg Cap Valu Tradiional Valu $16.7 billion $10.3 billion Yar Foundd: GIMA Saus: Firm
More informationSpeed Tracking Control of a Vehicle Robot Driver System Using Multiple Sliding Surface Control Schemes
Inrnaional Journal of Avanc Roboic Sysms ARTICLE Sp Tracking Conrol of a Vhicl Robo Drivr Sysm Using Mulipl Sliing Surfac Conrol Schms Rgular Papr Gang Chn 1,*, Wi-gong Zhang 2 an Xiao-na Zhang 3 1 School
More informationSelf-rescue in quantitative risk analysis
Slf-rscu n quanav rsk analyss I.J.M. Trjssnaar- Buhr & I.M.E. Rabn & T. Wrsma & S.I. Wjnan TNO, Apldoorn, Th Nhrlands ABSTRACT: In quanav rsk analyss (QRA) mhods, h damag of oxc and fr ffcs o prsons s
More informationIncomplete 2-Port Vector Network Analyzer Calibration Methods
Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina ahnz@inti.gov.ar
More informationMid Cap Growth Select UMA Congress Asset Management Company
Mid Cap Growh Congrss Ass Managmn Company 2 Sapor Lan, 5h Floor Boson, Massachuss 02210 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Mid Cap Growh Consrvaiv Growh $5.9 billion $1,035,925.3 billion Yar Foundd:
More informationRemoval of Sulfate from Waste Water by Activated Carbon. Mohammed Sadeq Salman Computer Centre/ University of Baghdad
Al-Khwarizmi Engineering Journal, Vol. 5, No. 3, PP 72-76 (29) Al-Khwarizmi Engineering Journal Removal of Sulfate from Waste Water by Activated Carbon Mohammed Sadeq Salman Computer Centre/ University
More informationLabour market matching the case of Poland
Bank i Krdy 43 (3), 202, 346 wwwbankikrdynbl wwwbankandcrdinbl Labour mark maching h cas of Poland Ewa Gałcka-Burdziak* Submid: 3 January 202 Accd: 26 Aril 202 Absrac Par dscribs maching on Polish labour
More informationHigh Yield Corporate Fixed-Income Select UMA Cincinnati Asset Management
High Yild Corpora Fixd-Incom Cincinnai Ass Managmn 8845 Govrnor's Hill Driv Cincinnai, Ohio 45249 Syl: High Yild Fixd Incom Sub-Syl: High Qualiy High Yild Fixd Incom Firm AUM: $2.7 billion Firm Sragy AUM:
More informationInvestment Grade Fixed Income Select UMA Cincinnati Asset Management
Invsmn Grad Fixd Incom Cincinnai Ass Managmn 8845 Govrnor's Hill Driv Cincinnai, Ohio 45249 Syl: US Taxabl Cor Sub-Syl: Taxabl Corpora Firm AUM: $2.7 billion Firm Sragy AUM: $2.0 billion Yar Foundd: GIMA
More information81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct
Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv
More informationUniplan REIT Portfolio Select UMA Uniplan Investment Counsel, Inc.
Uniplan EIT Porfolio Uniplan Invsmn Counsl, Inc. 22939 W Ovrson d Union Grov, Wisconsin 53182 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: EITs EITs Domsic $2.2 billion $1.3 billion Yar Foundd: GIMA Saus: Firm
More informationForeign Exchange Markets and Exchange Rates
Microconomics Topic 1: Explain why xchang rats indicat th pric of intrnational currncis and how xchang rats ar dtrmind by supply and dmand for currncis in intrnational markts. Rfrnc: Grgory Mankiw s Principls
More informationWestern Asset Core Plus Portfolios Select UMA Western Asset Management
Wsrn Ass Cor Plus Porfolios Wsrn Ass Managmn 100 Inrnaional Driv Balimor, Maryland 21202 Syl: US Taxabl Cor Sub-Syl: Taxabl Cor Plus Firm AUM: $446.1 billion Firm Sragy AUM: $2.5 billion^ Yar Foundd: GIMA
More informationNBER WORKING PAPER SERIES INTERNATIONAL CAPITAL FLOWS AND U.S. INTEREST RATES. Francis E. Warnock Veronica Cacdac Warnock
NBER WORKING PAPER SERIES INTERNATIONAL CAPITAL FLOWS AND U.S. INTEREST RATES Francis E. Warnock Vronica Cacdac Warnock Working Papr 2560 hp://www.nbr.org/paprs/w2560 NATIONAL BUREAU OF ECONOMIC RESEARCH
More informationDept. of Heating, Ventilation and Air-Conditioning. Zentralschweizerisches Technikum Luzern Ingenieurschule HTL
Znralshwizrishs Thnikum Luzrn Ingniurshul HTL Dp. o Haing, Vnilaion Elkrohnik - Mashinnhnik - Hizungs-, Lüungs-, Klimahnik - Arhikur - Bauingniurwsn Dvlopd in h proj Low Tmpraur Low Cos Ha Pump Haing Sysm
More informationKrebs (1972). A group of organisms of the same species occupying a particular space at a particular time
FW 662 Lcur 1 - Dnsiy-indpndn populaion modls Tx: Golli, 21, A Primr of Ecology Wha is a populaion? Krbs (1972). A group of organisms of h sam spcis occupying a paricular spac a a paricular im Col (1957).
More informationDividend payout ratios and subsequent earnings growth: evidence from Taiwanese stock-listing companies
Invsmn Managmn and Financial Innovaions, Volum 6, Issu 2, 2009 Chin-Shng Huang (Taiwan), Chun-Fan You (Taiwan), Szu-Hsin Lin (Taiwan) Dividnd payou raios and subsqun arnings growh: vidnc from Taiwans sock-lising
More informationRural and Remote Broadband Access: Issues and Solutions in Australia
Rural and Rmot Broadband Accss: Issus and Solutions in Australia Dr Tony Warrn Group Managr Rgulatory Stratgy Tlstra Corp Pag 1 Tlstra in confidnc Ovrviw Australia s gographical siz and population dnsity
More informationEcon 371: Answer Key for Problem Set 1 (Chapter 12-13)
con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc
More informationDevelopment Strategy, Technology Choice and Inequality
Dvlopmn Sragy, Tchnology Choic and Inqualiy Absrac Jusin Yifu Lin China Cnr for Economic Rsarch, Ping Univrsiy jlin@ccr.pu.du.cn Binai Chn China Cnr for Economic Rsarch, Ping Univrsiy cbai@pu.du.cn This
More informationKeywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.
Volum 3, Issu 6, Jun 2013 ISSN: 2277 128X Intrnational Journal of Advancd Rsarch in Computr Scinc and Softwar Enginring Rsarch Papr Availabl onlin at: wwwijarcsscom Dynamic Ranking and Slction of Cloud
More informationIT Update - August 2006
IT Nws Saus: No Aciv Til: Da: 7726 Summay (Opional): Body: Wlcom Back! Offic of Infomaion Tchnology Upda: IT Upda - Augus 26 Rob K. Blchman, Ph.D. Associa Dico, Offic of Infomaion Tchnology Whil You W
More informationISSeG EGEE07 Poster Ideas for Edinburgh Brainstorming
SSG EGEE07 Pos das fo Edinbugh Bainsoming 3xposs, plus hoizonal and vical banns (A0=841mm x 1189mm) Why SSG: anion gabbing: hadlins/shock phoos/damaic ycaching imag Wha is SSG: pojc ovviw: SSG ino, diffnc
More informationDynamic Innovation of Incentives, Risk Management and Banking Performance: State-owned Commercial Banks in China
Dynamic Innovaion of Incnivs, isk Managmn an Banking Prformanc: a-own Commrcial Banks in China Huang Yingli Qiao Yu Qiu Zhaown 3 chool of Economics an Managmn, Norh-as Forsry Univrsiy, Harbin, China,50040
More informationCUTTING METHODS AND CARTESIAN ROBOTS KESME YÖNTEMLERİ VE KARTEZYEN ROBOTLAR
ournal of Naval Scinc and Enginring 2009, Vol. 5, No.2, pp. 35-42 CUTTING METHODS AND CARTESIAN ROBOTS Asst. Prof. Ugur SIMSIR, Lt.Cdr. Turkish Naval Acady Mchanical Enginring Dpartnt Tuzla, Istanbul,Turkiy
More informationAdverse Selection and Moral Hazard in a Model With 2 States of the World
Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,
More informationBrussels, February 28th, 2013 WHAT IS
Brussls, Fbruary 28h, 2013 WHAT IS 1 OPEN SOURCE 2 CLOUD 3 SERVICES 4 BROKER 5 INTERMEDIATION AGGREGATION ARBITRAGE Cloud Srvics Brokr provids a singl consisn inrfac o mulipl diffring providrs, whhr h
More informationKidde International, Mathisen Way, Colnbrook, Slough, SL3 OHB UK Tel: +44 1753 683245 Fax: +44 1753 683810
Th Dvlopmnt of a Small Scal Class A Fir Tst A Chattawayt, G G Cox, S R Prc & D J Spring Kidd Intrnational, Mathisn Way, Colnbrook, Slough, SL3 OHB UK Tl: +44 1753 683245 Fax: +44 1753 683810 1. Introduction
More informationA SOFTWARE RELIABILITY MODEL FOR CLOUD-BASED SOFTWARE REJUVENATION USING DYNAMIC FAULT TREES
Inrnaional Journal of Sofwar Enginring and Knowldg Enginring World Scinific ublihing Company A SOTWARE RELIABILITY MODEL OR CLOUD-BASED SOTWARE REJUVENATION USING DYNAMIC AULT TREES JEAN RAME and AIING
More informationEXTERNAL DEBT, GROWTH AND SUSTAINABILITY. Abstract. Introduction
ETERNAL EBT, GROWTH AN SUSTAINABILIT Absrac Robro Frnkl * Th papr prsns a odl inndd o dfin and discuss h susainabili of rnal dbs in rgn arks. Th firs susainabili condiion is h isnc of a aiu in h dboupu
More informationParallel and Distributed Programming. Performance Metrics
Paralll and Distributd Programming Prformanc! wo main goals to b achivd with th dsign of aralll alications ar:! Prformanc: th caacity to rduc th tim to solv th roblm whn th comuting rsourcs incras;! Scalability:
More informationFredy Vélez. Centro Tecnológico CARTIF, Valladolid, España. frevel@cartif.es
Slcting working fluids in an organic Rankin cycl for powr gnration from low tmpratur hat sourcs Frdy Vélz Cntro Tcnológico CARTIF, Valladolid, España. frvl@cartif.s Rcivd: January 21th, d 2014. Rcivd in
More informationSharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means
Qian t al. Journal of Inqualitis and Applications (015) 015:1 DOI 10.1186/s1660-015-0741-1 R E S E A R C H Opn Accss Sharp bounds for Sándor man in trms of arithmtic, gomtric and harmonic mans Wi-Mao Qian
More informationa seed career program in the s indus tr career handbook for school counselors and college advisors
a sd carr program No o s Thr a lf : r los o f job opp or uni is in h s d indus r y. ns d u s o k Tal. r u u f h abou g r o f n o D ny a m h u abo s. c r u o s r onlin carr handbook for school counslors
More informationLecture 3: Diffusion: Fick s first law
Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th
More informationSPE Paper Number 93879
SPE Papr Numbr 93879 Monioring Warflood Opraions: Hall s Mhod Rvisid D. B. Silin, SPE, Lawrnc Brkly Naional Laboraory and Univrsiy of California, Brkly; R. Holzman, Univrsiy of California, Brkly; T. W.
More informationEnterprise. Welcome. Enterprise. Highlights. Issue 8 - Spring 2014. That s Zen thinking
Enrpris Issu 8 - Spring 2014 Wlcom Wlcom o anohr diion of Zn Inrn s Enrpris Nwslr. I s an xciing im for UK businsss, wih nw opions for connciviy, nw applicaions in h cloud, and mos of all nw opporuniis
More informationunion scholars program APPLICATION DEADLINE: FEBRUARY 28 YOU CAN CHANGE THE WORLD... AND EARN MONEY FOR COLLEGE AT THE SAME TIME!
union scholars YOU CAN CHANGE THE WORLD... program AND EARN MONEY FOR COLLEGE AT THE SAME TIME! AFSCME Unitd Ngro Collg Fund Harvard Univrsity Labor and Worklif Program APPLICATION DEADLINE: FEBRUARY 28
More informationTreatment of Dye Wastewater Using Granular Activated Carbon and Zeolite Filter
www.ccsnt.org/mas Modrn Applid Scinc Vol. 6, No. 2; Fbruary 212 Tratmnt of Dy Wastwatr Using Granular Activatd Carbon and Zolit Filtr Syafalni S. School of Civil Enginring, Univrsiti Sains Malaysia Enginring
More informationVertical externalities with lump-sum taxes: how much difference does unemployment make?
Eropan Jornal o ovrnmn and Economics Volm 3, mr (Jn 204) I: 2254-7088 Vrical xrnaliis wih lmp-sm axs: how mch dirnc dos nmploymn mak? Digo Marinz, Univrsidad Palo d Olavid, pain omas jögrn, Umå Univrsiy,
More informationADSORPTION OF COPPER FROM AQUEOUS SOLUTION BY ELAIS GUINEENSIS KERNEL ACTIVATED CARBON
Journal of Enginring Scinc and Tchnology Vol. 3, No. 2 (2008) 180-189 School of Enginring, Taylor s Univrsity Collg ADSORPTION OF COPPER FROM AQUEOUS SOLUTION BY ELAIS GUINEENSIS KERNEL ACTIVATED CARBON
More informationBasis risk. When speaking about forward or futures contracts, basis risk is the market
Basis risk Whn spaking about forward or futurs contracts, basis risk is th markt risk mismatch btwn a position in th spot asst and th corrsponding futurs contract. Mor broadly spaking, basis risk (also
More informationUnit 2. Unit 2: Rhythms in Mexican Music. Find Our Second Neighborhood (5 minutes) Preparation
Uni 2 Prparaion Uni 2: Rhyhms in Mxican Music Find Our Scond Nighborhood (5 minus) Th Conducor now aks us on a journy from Morningsid Highs, Manhaan, o Eas Harlm, Manhaan, o m our nx singr, Clso. Hav sudns
More informationSPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM
RESEARCH PAPERS IN MANAGEMENT STUDIES SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM M.A.H. Dmpstr & S.S.G. Hong WP 26/2000 Th Judg Institut of Managmnt Trumpington Strt Cambridg CB2 1AG Ths paprs
More informationAP Calculus AB 2008 Scoring Guidelines
AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.
More informationGIS Strategic 10 Dividend Select UMA Global Investment Solutions - Strategic Portfolios
Global Invsmn Soluions - Sragic Porfolios 2000 Wschsr Av. Purchas, Nw York 10577 Syl: Sub-Syl: Firm AUM: Firm Sragy AUM: US Larg Cap Valu $4.7 billion^ $86.8 million^ Yar Foundd: GIMA Saus: Firm Ownrship:
More informationwww.akcp.com Virtual Sensors
www.akcp.cm Irduci: Virual Ssrs Virual ssrs ca b a vry pwrful l i yur mirig sysm. O h scuriyprb yu ca hav up 80 f hs virual ssrs ad hy allw fr a muliud f applicais. Igrai wih MODBUS wrks wih h scuriyprb
More informationFree ACA SOLUTION (IRS 1094&1095 Reporting)
Fr ACA SOLUTION (IRS 1094&1095 Rporting) Th Insuranc Exchang (301) 279-1062 ACA Srvics Transmit IRS Form 1094 -C for mployrs Print & mail IRS Form 1095-C to mploys HR Assist 360 will gnrat th 1095 s for
More informationhttp://www.wwnorton.com/chemistry/tutorials/ch14.htm Repulsive Force
ctivation nrgis http://www.wwnorton.com/chmistry/tutorials/ch14.htm (back to collision thory...) Potntial and Kintic nrgy during a collision + + ngativly chargd lctron cloud Rpulsiv Forc ngativly chargd
More informationDehumidifiers: A Major Consumer of Residential Electricity
Dhumidifirs: A Major Consumr of Rsidntial Elctricity Laurn Mattison and Dav Korn, Th Cadmus Group, Inc. ABSTRACT An stimatd 19% of U.S. homs hav dhumidifirs, and thy can account for a substantial portion
More informationAP Calculus AB 2013 Scoring Guidelines
AP Calculus AB 1 Scoring Guidelines The College Board The College Board is a mission-driven no-for-profi organizaion ha connecs sudens o college success and opporuniy. Founded in 19, he College Board was
More informationVector Autoregressions (VARs): Operational Perspectives
Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians
More information