PHOTOVOLTAIC MODULE-INTEGRATED CONVERTER (MIC) BASED ON SEMI-Z-SOURCE INVERTERS (SZSI): A NEW SLIDING MODE CONTROL SCHEME

Size: px
Start display at page:

Download "PHOTOVOLTAIC MODULE-INTEGRATED CONVERTER (MIC) BASED ON SEMI-Z-SOURCE INVERTERS (SZSI): A NEW SLIDING MODE CONTROL SCHEME"

Transcription

1 Rcibido: 11 d sptimbr d 2013 Acptado: 13 d novimbr 2013 PHOTOVOLTAIC MODULE-INTEGRATED CONVERTER (MIC) BASED ON SEMI-Z-SOURCE INVERTERS (SZSI): A NEW SLIDING MODE CONTROL SCHEME CONVERTIDORES FOTOVOLTAICOS EN MÓDULOS INTEGRADOS BASADOS EN INVERSORES DE FUENTE-SEMI-CUASI Z: UN NUEVO ESQUEMA DE CONTROL POR MODOS DESLIZANTES PhD(c). Ramón A. Álvarz Lópz, MSc. Maritza A. García Angarita MSc. Angélica M. Torrgroza Espinosa Univrsidad d Sucr - Grupo d Automatización y lctrónica industrial. Tcnológico d Antioquia - Programa d Ingniría n Softwar. ramon.alvarz@unisucr.du.co, magangarita@gmail.com Abstract: A control schm for powr conditioning in a photovoltaic (PV) systm basd on smi-quasi-z-sourc invrtrs (SqZSI) is proposd. Th adoptd invrtr topology allows th indpndnt control of ach lg currnt, nabling th tracking of th maximum powr point (MPP). Th schm is an implmntation of a hystrtic currnt mod controllr that controls quasi-z-sourc singl-phas invrtr. Th good agrmnt btwn th analytical study and simulation rsults confirms th validity of th proposd control systm. Kywords: Modul intgratd convrtr (MIC), smi-quasi-z-sourc invrtr (SqZSI), sliding-mod control. Rsumn: S propon un squma d acondicionaminto d potncia para un sistma d gnración fotovoltaica (FV) basado n un invrsor d funt-smi-cuasi -Z. La topología d control slccionada facilita l control indpndint d corrint por rama, a la vz qu prmit sguir l punto d máxima potncia. El squma s basa n un control por histérsis n modo d corrint qu actúa sobr l invrsor d funt-smi-cuasi Z. Los bunos rsultados obtnidos ntr l studio analítico y las simulacions, confirman la valids dl sistma d control propusto. Palabras clav: Módulos d convrtidors intgrados, invrsor d funt-smi-cuasi Z, publicación, control n modo dslizant. 1. INTRODUCTION Th us of distributd gnration systms (DGSs) has facilitatd th dvlopmnt of modulintgratd convrtr (MIC), which allow to optimiz th xtractd powr from a grid connctd photovoltaic gnration systm (PV). Additionally, th MICs hav an xcllnt rlationship btwn cost, rliability, flxibility and asy installation. Howvr, compard with th string invrtrs, MICs hav lowr fficincis Th availabl commrcial MICs hav rachd 96.3% pak fficincy (Zhou t al., 2013). In most xisting MIC topologis, its low fficincy is du to th switching loss of th smiconductor dvics and transformr loss. Th rsarch and dvlopmnt of MICs hav rsultd in invrtrs ranging from 100 to 300 W. 61

2 In rcnt yar, MICs basd on Z-sourc invrtrs hav bn applid in PV systms (Araqu t al., 2013; Cao t al., 2011). Th Z-sourc invrtrs, show in Fig. 1, which by mploying fiv activ switchs (MOSFETs with thir anti-paralll diods) four of ths convrtrs can raliz bidirctional and bipolar opration. This family owns both buck and boost charactristics dpnding on control of th duty cycl. With on polar input voltag sourc this convrtr can produc ngativ and positiv voltag only by controlling duty cycl, which maks th invrtr simplr and mor conomical than othr invrtrs. This papr prsnts a MIC basd on smi-quasi-zsourc invrtr proposd in (Cao t al., 2011), as shown in Fig. 2. Th rason of using sqzsi is to rduc th numbr of th smiconductor dvics and thrby improv th invrtr fficincy. Howvr, compard with th H invrtr, two control loops ar ncssary for th sqzs invrtr. Th control schm proposd uss two slidingmod control loops, which will b xplaind in dtail in Sction III. A control loop to track th grid voltag is usd and anothr to xtract th maximum powr from th PV panls. Th applid maximum powr point trackr (MPPT) algorithm uss a typ of currnt control by sliding-mod control, which in turn allowing th sqzsi invrtr to xtract maximum powr from th PV array (Cabal t al., 2013). 2. ANALYSIS OF SqZSI CONVERTER Th circuit diagram of a convrtr is show in Fig. 3. A smi-quasi-z-sourc is a DC-DC convrtr, whos output voltag can b controlld for synthsis of sinusoidal wavforms. Fig. 3. Singl-phas Smi-quasi-Z-sourc invrtr. 2.1 Stat I (S1 is ON) Whn th switch S1 is ON (S2 is OFF), th inductor L1 absorbs nrgy from th sourc and th nrgy stord in capacitor C1 is transfrrd to inductor L2. Th stord nrgy in capacitor C2 is dlivrd to load R. Th inductor currnts i L1 and i L2 incras linarly during this mod and th input currnt i IN is th sum of i L1 and i L2. Th dynamic quations during a Stat I opration ar givn by: dil1 vin dil2 vc1 vc2 = = dt L1 dt L2 L2 dvc1 il2 dvc2 il2 io = = + dt C1 dt C2 C2 (1) Fig. 1. Singl-phas grid connctd PV MIC basd on ZSI. (a) (b) Fig. 4. Smi-quasi-Z-sourc invrtr opration mod. (a) Stat I S1is ON. (b) Stat II S2 is ON. 2.2 Stat II (S2 is ON). Fig. 2. Singl-phas grid connctd PV MIC basd on sqzsi. Whn switch S2 is turnd ON. Th inductor L1 transfrs th nrgy to capacitor C1. At th sam tim, i L2 flows through C2 R. This nrgy supplis th load currnt and rplnishs th charg draind away from th output capacitor C2 whn it alon was supplying th load currnt during th ON tim. Both currnts il1 and il2 dcras during this 62

3 mod of opration. Th dynamic quations during this mod: dil1 vc1 dil2 vin vc2 = = dt L1 dt L2 L2 dvc1 il2 dvc2 il2 io = = + dt C1 dt C2 C2 3. PROPOSED CONTROL SCHEME FOR MIC BASED ON Sqzsi INVERTER (2) In this sction, w aim at dsigning a controllr that will b abl to nsur: (i) a prfct MPPT (whatvr th powr of th PV panl), (ii) synthsis of th grid voltag (Álvarz y Arango, 2013). A control schm proposd for Singl-phas grid connctd PV MIC basd on sqzsi is shown in Fig. 5. Th structur is composd of two smiquasi-z-sourc invrtr (sqzsi). Each sqzsi consists of two powr switchs with anti-paralll diods and th sam DC-bus (PV panl). Morovr, ach sqzsi invrtr has its own control loop. 3.1 MPPT basd on sliding mod control for SqZSI convrtr Du to its potntial to significantly rduc th rror signal and high prformanc in DC/DC convrtrs for photovoltaic systms, th hystrtic currnt mod controllrs has rcivd an incrasing attntion rcntly (Alaa t al., 2009; Fadil t al., 2012; Farjah t al., 2012; Kavitha & Uma, 2012). In th continuous condition mod th SqZSI convrtr can b rprsntd by th following st of diffrntial quations: di v v L1 C1 IN = (1 u) + u dt L1 L1 dv i i C1 L1 L2 = (1 u) + u dt C1 C1 di v v v L2 C1 C2 IN = u u+ (1 u) dt L2 L2 L2 dv i i C2 L2 O = + dt C2 C2 Whr u=1 during T ON (i.. S 1 ON and S 1 OFF) (3) Rcall that th control objctiv is to nforc th currnt i PV to track th optimal point i PV = I PV +Asin wt. To this nd, currnt sliding-mod control dsign principls ar invokd (Bil t al., 2004; Cao t al., 2011; Carpita & Marchsoni, 1996; Gupta & Ghosh, 2006; Lopz t al., 2013). Lt us introduc th following tracking rror: x = i i i L1 L2 PV Th switching function slctd is: S(x ) = i i i S(x ) = il1 il2 i L1 L2 PV Th control law is: L1 PV L1 PV PV ut () = 1 if i < i or quivalntly ut () = 1 if S(x )<0 (4) ut () = 1 if i > i or quivalntly ut () = 0 if S(x )>0 Achiving th tracking objctiv amounts to nforcing th rror x to vanish. To this nd, th invarianc condition S(x )=0 and S(x )=0 is imposd. It follows from (3) and (4) that, th xprssion of th quivalnt control is: u q L2vC1 L1vIN + L1L2Awcos wt = (L1-L2) v + L1 v + (L2-L1) v C1 C2 IN (5) Fig. 5. Control schm proposd for Singl-phas grid connctd PV MIC basd on sqzsi. Assuming L1=L2=L, lad to th following xprssion of u u q v v + LAwcos wt C1 IN q = (6) vc2 63

4 From (6) w conclud that a sliding rgim will xist sinc v C2 0. Th constraints imposd on th lowr and uppr bounds of th quivalnt u q control 0< < 1rsult in th condition: LAw v v v v < min 1 +, vc2 vc2 vc2 IN C1 IN C1 (7) 3.2 Slid-mod control for synthsis of grid voltag, Vg As in th prcding sction, th control slidingmod control stratgy is dsignd. Th slctd sliding surfac is: S(x ) = v v v S(x ) = v v v g C2A C2B g C2A C2B 4. SIMULATION RESULTS (8) Th proposd control schm has bn implmntd in PSIM softwar for a PV grid connctd systm with paramtrs givn in Tabl I. Tabl I: simulation paramtrs Paramtr Valu C1 1 µf C2 200 µf L1=L2 47 mh PV Panl KC200GT Fig. 6 dpicts th transint bhavior of th systm input currnt and output voltag for positiv suddn chang of PV charactristics, which is carrid out by th incras th input currnt rfrnc. (b) (c) Fig. 6. Input currnts, inductor currnt and output voltag wavforms for stp load variations. (a) Input currnts for positiv variation of PV powr, (b) inductor currnt for positiv variation of PV powr, (c) output voltag for positiv variation of PV powr. Not that thr is a vry small stat-stat rror btwn currnt ipv and iin (i PV and i PV rspctivly), showing th fficacy of th tracking by mans of th sliding-mod control. As prdictd by th thory, th sliding surfac is a highfrquncy signal of vry small amplitud oscillating around zro. A similar intrprtation can b drivd from Fig. 7 whn th systm undrgos a ngativ suddn chang of PV powr, which is conductd by a chang of th radiation conditions. It can b obsrvd that th nw stady stat is rachd aftr 0.08 ms approximatly, and that th currnt and powr ar in phas opposition during th transintstat. Hnc, th sarch starts at th right of th MPP yilding a dcrmnt of th inductor currnt rfrnc and thus vrifying th thortical prdiction of th MPPT algorithm. (a) 64

5 (a) Fig. 8. Bhaviour of u q for sqzsi invrtr proposd. 5. CONCLUSIONS (b) (c) Fig. 7. Input currnts, inductor currnt and output voltag wavforms for stp load variations. (a) Input currnts for ngativ variation of PV powr, (b) inductor currnt for ngativ variation of PV powr, (c) output voltag for ngativ variation of PV powr. Fig. 8 dpicts th Bhaviour of u q for sqzsi invrtr proposd. Th voltags vc2a and vc2b of th systm to b controlld is asily masurd and compard with th grid voltag. Th lattr is only affctd by th input quantity v g and provids th rquird trajctoris that th controlld systm will hav to follow, indpndntly of paramtr variations or disturbancs rlatd to th load currnt. 65 A nw sliding mod control dsign of SqZSI invrtr was dvlopd in this papr. A control schm that improvs th prformancs of th invrtr PV systm was proposd. Th influnc of th control paramtrs on th prformancs of th systm was studid. An optimization algorithm was dvlopd in ordr to calculat th optimal valus of paramtrs basd on a prdfind spcification. Th importanc of th application of this typ of controllrs for th high fficincy PV invrtr is highlightd. Rsults show xcllnt dynamic rspons of controllr and robustnss to load and input voltag with larg variations around nominal valus. Furthr rsarch may focus to th study of th obsrvation of load currnt, and on th stability of th controllr-obsrvr closd loop. REFERENCES Alaa, H., Di Lorto, M., Eric, B., Pascal, V., Guy, C., & Grard, R. (2009). Sliding mod control of boost convrtr: Application to nrgy storag systm via suprcapacitors. In Powr Elctronics and Applications, EPE th Europan Confrnc on (pp. 1 10). Álvarz Lópz, R. A., y Arango Manriqu, A. (2013). Aplicación d gnración fotovoltaica como apoyo a la falla n rds d distribución. Tcnologías Avanzadas, 2(22). Rtrivd from s/indx.php/rcta/indx Arango Manriqu, A., y Álvarz Lópz, R. A. (2013). Microgrids: nuvo paradigma n las rds léctricas.

6 Tcnologías Avanzadas, 2(22). Rtrivd from s/indx.php/rcta/indx Araqu, J. A., Díaz, J. L., y Gualdrón, O. E. (2013). Optimización dl THD n un convrtidor multinivl monofásico usando algoritmos gnéticos. Tcnologías Avanzadas, 1(21). Rtrivd from s/indx.php/rcta/articl/viw/297 Bil, D., Guinjoan, F., Fossas, E., & Chavarria, J. (2004). Sliding-mod control dsign of a boostbuck switching convrtr for AC signal gnration. Circuits and Systms I: Rgular Paprs, IEEE Transactions on, 51(8), doi: /tcsi Cabal, C., Martínz-Salamro, L., Séguir, L., Alonso, C., & Guinjoan, F. (2013). Maximum powr point tracking basd on slidingmod control for output-sris connctd convrtrs in photovoltaic systms. Publishd in IET Powr Elctronics. doi: /it-pl Cao, D., Jiang, S., Yu, X., & Png, F.-Z. (2011). Low-Cost Smi-Z-sourc Invrtr for Singl- Phas Photovoltaic Systms. Powr Elctronics, IEEE Transactions on, 26(12), doi: /tpel Carpita, M., & Marchsoni, M. (1996). Exprimntal study of a powr conditioning systm using sliding mod control. Powr Elctronics, IEEE Transactions on, 11(5), doi: / Fadil, H. E., Giri, F., & Gurrro, J. M. (2012). Grid-connctd of photovoltaic modul using nonlinar control. In Powr Elctronics for Distributd Gnration Systms (PEDG), rd IEEE Intrnational Symposium on (pp ). doi: /pedg Farjah, E., Rza, S., & Ghanbari, T. (2012). Sliding mod control of a novl multi-input split-inductor Buck-Boost convrtr. In Elctrical Computr Enginring (CCECE), th IEEE Canadian Confrnc on (pp. 1 4). doi: /ccece Gupta, R., & Ghosh, A. (2006). Frquncy-domain charactrization of sliding mod control of an invrtr usd in DSTATCOM application. Circuits and Systms I: Rgular Paprs, IEEE Transactions on, 53(3), doi: /tcsi Kavitha, A., & Uma, G. (2012). Comparativ study btwn pak currnt mod and hystrtic currnt mod control of a singl-ndd primary inductanc convrtr. Powr Elctronics, IET, 5(7), doi: /it-pl Lopz Santos, O., Martinz Salamro, L., Garcia, G., Valdrrama Blavi, H., & Mrcuri, D. O. (2013). Efficincy analysis of a sliding-mod controlld quadratic boost convrtr. Powr Elctronics, IET, 6(2), doi: / it-pl Zhou, Y., Liu, L., & Li, H. (2013). A High- Prformanc Photovoltaic Modul-Intgratd Convrtr (MIC) Basd on Cascadd Quasi-Z- Sourc Invrtrs (qzsi) Using GaN FETs. Powr Elctronics, IEEE Transactions on, 28(6), doi: /tpel

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption

More information

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS

EFFECT 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 information

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE 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 information

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

More information

Question 3: How do you find the relative extrema of a function?

Question 3: How do you find the relative extrema of a function? ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating

More information

Incomplete 2-Port Vector Network Analyzer Calibration Methods

Incomplete 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 information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 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 information

SIMULATION AND ASSESSMENT OF SINGLE PHASE SEMI-Z-SOURCE INVERTER (S-ZSI)

SIMULATION AND ASSESSMENT OF SINGLE PHASE SEMI-Z-SOURCE INVERTER (S-ZSI) International Journal of Electrical Engineering & Technology (IJEET) Volume 7, Issue 1, Jan-Feb, 2016, pp.30-34, Article ID: IJEET_07_01_003 Available online at http:// http://www.iaeme.com/ijeet/issues.asp?jtype=ijeet&vtype=7&itype=1

More information

REPORT' Meeting Date: April 19,201 2 Audit Committee

REPORT' Meeting Date: April 19,201 2 Audit Committee REPORT' Mting Dat: April 19,201 2 Audit Committ For Information DATE: March 21,2012 REPORT TITLE: FROM: Paul Wallis, CMA, CIA, CISA, Dirctor, Intrnal Audit OBJECTIVE To inform Audit Committ of th rsults

More information

Fredy Vélez. Centro Tecnológico CARTIF, Valladolid, España. frevel@cartif.es

Fredy 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 information

Keywords Cloud Computing, Service level agreement, cloud provider, business level policies, performance objectives.

Keywords 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 information

Rural and Remote Broadband Access: Issues and Solutions in Australia

Rural 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 information

New Basis Functions. Section 8. Complex Fourier Series

New Basis Functions. Section 8. Complex Fourier Series Nw Basis Functions Sction 8 Complx Fourir Sris Th complx Fourir sris is prsntd first with priod 2, thn with gnral priod. Th connction with th ral-valud Fourir sris is xplaind and formula ar givn for convrting

More information

Vector Network Analyzer

Vector Network Analyzer Cours on Microwav Masurmnts Vctor Ntwork Analyzr Prof. Luca Prrgrini Dpt. of Elctrical, Computr and Biomdical Enginring Univrsity of Pavia -mail: luca.prrgrini@unipv.it wb: microwav.unipv.it Microwav Masurmnts

More information

Global Sourcing: lessons from lean companies to improve supply chain performances

Global Sourcing: lessons from lean companies to improve supply chain performances 3 rd Intrnational Confrnc on Industrial Enginring and Industrial Managmnt XIII Congrso d Ingniría d Organización Barclona-Trrassa, Sptmbr 2nd-4th 2009 Global Sourcing: lssons from lan companis to improv

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000

More information

Whole Systems Approach to CO 2 Capture, Transport and Storage

Whole Systems Approach to CO 2 Capture, Transport and Storage Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr

More information

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE

I. INTRODUCTION. Figure 1, The Input Display II. DESIGN PROCEDURE Ballast Dsign Softwar Ptr Grn, Snior ighting Systms Enginr, Intrnational Rctifir, ighting Group, 101S Spulvda Boulvard, El Sgundo, CA, 9045-438 as prsntd at PCIM Europ 0 Abstract: W hav dvlopd a Windows

More information

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials Rvista Invstigación Cintífica, ol. 4, No. 3, Nuva época, sptimbr dicimbr 8, IN 187 8196 Thortical approach to algorithm for mtrological comparison of two photothrmal mthods for masuring of th proprtis

More information

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among

More information

Developing Software Bug Prediction Models Using Various Software Metrics as the Bug Indicators

Developing Software Bug Prediction Models Using Various Software Metrics as the Bug Indicators Dvloping Softwar Bug Prdiction Modls Using Various Softwar Mtrics as th Bug Indicators Varuna Gupta Rsarch Scholar, Christ Univrsity, Bangalor Dr. N. Ganshan Dirctor, RICM, Bangalor Dr. Tarun K. Singhal

More information

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:

More information

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW HEAT EXCHANGERS WITH DIFFERENT FLOW ARRANGEMENTS

NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW HEAT EXCHANGERS WITH DIFFERENT FLOW ARRANGEMENTS Prodings of COBEM 2009 20th Intrnational Congrss of Mhanial Enginring Novmbr 15-20, 2009, Gramado, RS, Brazil NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW

More information

Traffic Flow Analysis (2)

Traffic 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 information

(Analytic Formula for the European Normal Black Scholes Formula)

(Analytic Formula for the European Normal Black Scholes Formula) (Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually

More information

Dehumidifiers: A Major Consumer of Residential Electricity

Dehumidifiers: 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 information

Parallel and Distributed Programming. Performance Metrics

Parallel 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 information

Gold versus stock investment: An econometric analysis

Gold 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 information

Development of Financial Management Reporting in MPLS

Development of Financial Management Reporting in MPLS 1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr

More information

Current and Resistance

Current and Resistance Chaptr 6 Currnt and Rsistanc 6.1 Elctric Currnt...6-6.1.1 Currnt Dnsity...6-6. Ohm s Law...6-4 6.3 Elctrical Enrgy and Powr...6-7 6.4 Summary...6-8 6.5 Solvd Problms...6-9 6.5.1 Rsistivity of a Cabl...6-9

More information

Entity-Relationship Model

Entity-Relationship Model Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction

More information

STATEMENT OF INSOLVENCY PRACTICE 3.2

STATEMENT OF INSOLVENCY PRACTICE 3.2 STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr

More information

Natural Gas & Electricity Prices

Natural Gas & Electricity Prices Click to dit Mastr titl styl Click to dit Mastr txt styls Scond lvl Third lvl Natural Gas & Elctricity Prics Fourth lvl» Fifth lvl Glnn S. Pool Manufacturing Support Mgr. Enrgy April 4, 2013 Click Vrso

More information

Sharp bounds for Sándor mean in terms of arithmetic, geometric and harmonic means

Sharp 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 information

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg

Key Management System Framework for Cloud Storage Singa Suparman, Eng Pin Kwang Temasek Polytechnic {singas,engpk}@tp.edu.sg Ky Managmnt Systm Framwork for Cloud Storag Singa Suparman, Eng Pin Kwang Tmask Polytchnic {singas,ngpk}@tp.du.sg Abstract In cloud storag, data ar oftn movd from on cloud storag srvic to anothr. Mor frquntly

More information

The price of liquidity in constant leverage strategies. Marcos Escobar, Andreas Kiechle, Luis Seco and Rudi Zagst

The price of liquidity in constant leverage strategies. Marcos Escobar, Andreas Kiechle, Luis Seco and Rudi Zagst RACSAM Rv. R. Acad. Cin. Sri A. Mat. VO. 103 2, 2009, pp. 373 385 Matmática Aplicada / Applid Mathmatics Th pric of liquidity in constant lvrag stratgis Marcos Escobar, Andras Kichl, uis Sco and Rudi Zagst

More information

Far Field Estimations and Simulation Model Creation from Cable Bundle Scans

Far Field Estimations and Simulation Model Creation from Cable Bundle Scans Far Fild Estimations and Simulation Modl Cration from Cabl Bundl Scans D. Rinas, S. Nidzwidz, S. Fri Dortmund Univrsity of Tchnology Dortmund, Grmany dnis.rinas@tu-dortmund.d stphan.fri@tu-dortmund.d Abstract

More information

Ethanolic Extraction of Soybean Oil: Oil Solubility Equilibria and Kinetic Studies

Ethanolic Extraction of Soybean Oil: Oil Solubility Equilibria and Kinetic Studies Ethanolic Extraction of Soyban Oil: Oil Solubility Equilibria and Kintic Studis Christiann E. C. Rodrigus*, Natália M. Longo, Cibl C. Silva, Kila K.. Aracava, Bruna R. Garavazo Sparation Enginring Laboratory

More information

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009 Volum 3, Issu 1, 29 Statistical Approach for Analyzing Cll Phon Handoff Bhavior Shalini Saxna, Florida Atlantic Univrsity, Boca Raton, FL, shalinisaxna1@gmail.com Sad A. Rajput, Farquhar Collg of Arts

More information

Constraint-Based Analysis of Gene Deletion in a Metabolic Network

Constraint-Based Analysis of Gene Deletion in a Metabolic Network Constraint-Basd Analysis of Gn Dltion in a Mtabolic Ntwork Abdlhalim Larhlimi and Alxandr Bockmayr DFG-Rsarch Cntr Mathon, FB Mathmatik und Informatik, Fri Univrsität Brlin, Arnimall, 3, 14195 Brlin, Grmany

More information

EVALUATING EFFICIENCY OF SERVICE SUPPLY CHAIN USING DEA (CASE STUDY: AIR AGENCY)

EVALUATING EFFICIENCY OF SERVICE SUPPLY CHAIN USING DEA (CASE STUDY: AIR AGENCY) Indian Journal Fundamntal and Applid Lif Scincs ISSN: 22 64 (Onlin) An Opn Accss, Onlin Intrnational Journal Availabl at www.cibtch.org/sp.d/jls/20/0/jls.htm 20 Vol. (S), pp. 466-47/Shams and Ghafouripour

More information

Host Country: Czech Republic Other parties: Denmark Expected ERUs in 2008 2012: ~ 1,250,000 tco 2

Host Country: Czech Republic Other parties: Denmark Expected ERUs in 2008 2012: ~ 1,250,000 tco 2 Projct CZ1000033: Nitrous Oxid Emission Rductions at Lovochmi Host Country: Czch Rpublic Othr partis: Dnmark Expctd ERUs in 2008 2012: ~ 1,250,000 tco 2 Th projct at Lovochmi in th Czch Rpublic aims to

More information

Increasing Net Debt as a percentage of Average Equalized ValuaOon

Increasing Net Debt as a percentage of Average Equalized ValuaOon City of Orang Township Warning Trnd: Incrasing Nt Dbt as a prcntag of avrag qualizd valuation Nt Dbt 3 yr. Avg. qualizd Valuation Incrasing Nt Dbt as a prcntag of Avrag Equalizd ValuaOon rc 1.20% 1.00%

More information

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore

An Broad outline of Redundant Array of Inexpensive Disks Shaifali Shrivastava 1 Department of Computer Science and Engineering AITR, Indore Intrnational Journal of mrging Tchnology and dvancd nginring Wbsit: www.ijta.com (ISSN 2250-2459, Volum 2, Issu 4, pril 2012) n road outlin of Rdundant rray of Inxpnsiv isks Shaifali Shrivastava 1 partmnt

More information

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final.

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final. Vrsion.0 Gnral Crtificat of Education (A-lvl) January 0 Mathmatics MPC (Spcification 660) Pur Cor Final Mark Schm Mark schms ar prpard by th Principal Eaminr and considrd, togthr with th rlvant qustions,

More information

Hardware Modules of the RSA Algorithm

Hardware Modules of the RSA Algorithm SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 11, No. 1, Fbruary 2014, 121-131 UDC: 004.3`142:621.394.14 DOI: 10.2298/SJEE140114011S Hardwar Moduls of th RSA Algorithm Vlibor Škobić 1, Branko Dokić 1,

More information

Review and Analysis of Cloud Computing Quality of Experience

Review and Analysis of Cloud Computing Quality of Experience Rviw and Analysis of Cloud Computing Quality of Exprinc Fash Safdari and Victor Chang School of Computing, Crativ Tchnologis and Enginring, Lds Mtropolitan Univrsity, Hadinly, Lds LS6 3QR, U.K. {F.Safdari,

More information

A Theoretical Model of Public Response to the Homeland Security Advisory System

A Theoretical Model of Public Response to the Homeland Security Advisory System A Thortical Modl of Public Rspons to th Homland Scurity Advisory Systm Amy (Wnxuan) Ding Dpartmnt of Information and Dcision Scincs Univrsity of Illinois Chicago, IL 60607 wxding@uicdu Using a diffrntial

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

Data warehouse on Manpower Employment for Decision Support System

Data warehouse on Manpower Employment for Decision Support System Data warhous on Manpowr Employmnt for Dcision Support Systm Amro F. ALASTA, and Muftah A. Enaba Abstract Sinc th us of computrs in businss world, data collction has bcom on of th most important issus du

More information

A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY ÖMER GÖKSU

A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY ÖMER GÖKSU SHAFT TRANSDUCERLESS VECTOR CONTROL OF THE INTERIOR PERMANENT MAGNET MOTOR WITH SPEED AND POSITION ESTIMATION USING HIGH FREQUENCY SIGNAL INJECTION AND FLUX OBSERVER METHODS A THESIS SUBMITTED TO THE GRADUATE

More information

A Secure Web Services for Location Based Services in Wireless Networks*

A Secure Web Services for Location Based Services in Wireless Networks* A Scur Wb Srvics for Location Basd Srvics in Wirlss Ntworks* Minsoo L 1, Jintak Kim 1, Shyun Park 1, Jail L 2 and Sokla L 21 1 School of Elctrical and Elctronics Enginring, Chung-Ang Univrsity, 221, HukSuk-Dong,

More information

Modeling Motorcycle Accident on Rural Highway

Modeling Motorcycle Accident on Rural Highway Modling Motorcycl Accidnt on Rural Highway A.K.Sharma, V.S. Landg, and N.V.Dshpand Abstract Motorcyclists ar th most crash-pron road-usr group in many Asian countris including India. Statistics of accidnt

More information

TEMPERATURE COMPENSATION OF A THERMAL FLOW SENSOR BY USING TEMPERATURE COMPENSATION NETWORK. *Corresponding author: sima@tatiuc.edu.

TEMPERATURE COMPENSATION OF A THERMAL FLOW SENSOR BY USING TEMPERATURE COMPENSATION NETWORK. *Corresponding author: sima@tatiuc.edu. National Confrnc on Postgraduat sarch (NCON-PG) 2009 st Octobr 2009, UMP Confrnc Hall, Malaysia Cntr for Graduat Studis, Univrsiti Malaysia Pahang Editors: M.M. Noor; M.M. ahman and K. Kadirgama EMPEAUE

More information

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000 hsn uknt Highr Mathmatics UNIT Mathmatics HSN000 This documnt was producd spcially for th HSNuknt wbsit, and w rquir that any copis or drivativ works attribut th work to Highr Still Nots For mor dtails

More information

Lecture 3: Diffusion: Fick s first law

Lecture 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 information

ME 612 Metal Forming and Theory of Plasticity. 6. Strain

ME 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 information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

More information

CIRCUITS AND ELECTRONICS. Basic Circuit Analysis Method (KVL and KCL method)

CIRCUITS AND ELECTRONICS. Basic Circuit Analysis Method (KVL and KCL method) 6. CIRCUITS AND ELECTRONICS Basic Circuit Analysis Mthod (KVL and KCL mthod) Cit as: Anant Agarwal and Jffry Lang, cours matrials for 6. Circuits and Elctronics, Spring 7. MIT 6. Fall Lctur Rviw Lumpd

More information

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production From: ICAPS-03 Procdings. Copyright 2003, AAAI (www.aaai.org). All rights rsrvd. A Multi-Huristic GA for Schdul Rpair in Prcast Plant Production Wng-Tat Chan* and Tan Hng W** *Associat Profssor, Dpartmnt

More information

Entry Voice Mail for HiPath Systems. User Manual for Your Telephone

Entry Voice Mail for HiPath Systems. User Manual for Your Telephone Entry Voic Mail for HiPath Systms Usr Manual for Your Tlphon About This Usr Manual About This Usr Manual This usr manual is intndd for Entry Voic Mail usrs and traind oprators who ar rsponsibl for confiurin

More information

1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 2007

1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 2007 1754 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 6, NO. 5, MAY 007 On th Fasibility of Distributd Bamforming in Wirlss Ntworks R. Mudumbai, Studnt Mmbr, IEEE, G. Barriac, Mmbr, IEEE, and U. Madhow,

More information

C H A P T E R 1 Writing Reports with SAS

C H A P T E R 1 Writing Reports with SAS C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd

More information

Design of Four Input Buck-Boost DC-DC Converter for Renewable Energy Application

Design of Four Input Buck-Boost DC-DC Converter for Renewable Energy Application Design of Four Input Buck-Boost DC-DC Converter for Renewable Energy Application A.Thiyagarajan Assistant Professor, Department of Electrical and Electronics Engineering Karpagam Institute of Technology

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse 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 information

Analysis of Trade Before and After the WTO: A Case Study of India

Analysis of Trade Before and After the WTO: A Case Study of India Global Journal of Financ and Managmnt. ISSN 0975-6477 Volum 6, Numbr 8 (2014), pp. 801-808 Rsarch India Publications http://www.ripublication.com Analysis of Trad Bfor and Aftr th WTO: A Cas Study of India

More information

A Loadable Task Execution Recorder for Hierarchical Scheduling in Linux

A Loadable Task Execution Recorder for Hierarchical Scheduling in Linux A Loadabl Task Excution Rcordr for Hirarchical Schduling in Linux Mikal Åsbrg and Thomas Nolt MRTC/Mälardaln Univrsity PO Box 883, SE-721 23, Västrås, Swdn {mikalasbrg,thomasnolt@mdhs Shinpi Kato Carngi

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

High Intensify Interleaved Converter for Renewable Energy Resources

High Intensify Interleaved Converter for Renewable Energy Resources High Intensify Interleaved Converter for Renewable Energy Resources K. Muthiah 1, S.Manivel 2, Gowthaman.N 3 1 PG Scholar, Jay Shriram Group of Institutions,Tirupur 2 Assistant Professor, Jay Shriram Group

More information

Analyzing the Economic Efficiency of ebaylike Online Reputation Reporting Mechanisms

Analyzing the Economic Efficiency of ebaylike Online Reputation Reporting Mechanisms A rsarch and ducation initiativ at th MIT Sloan School of Managmnt Analyzing th Economic Efficincy of Baylik Onlin Rputation Rporting Mchanisms Papr Chrysanthos Dllarocas July For mor information, plas

More information

Efficiency Losses from Overlapping Economic Instruments in European Carbon Emissions Regulation

Efficiency Losses from Overlapping Economic Instruments in European Carbon Emissions Regulation iscussion Papr No. 06-018 Efficincy Losss from Ovrlapping Economic Instrumnts in Europan Carbon Emissions Rgulation Christoph Böhringr, Hnrik Koschl and Ulf Moslnr iscussion Papr No. 06-018 Efficincy Losss

More information

AP Calculus AB 2008 Scoring Guidelines

AP 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 information

Enforcing Fine-grained Authorization Policies for Java Mobile Agents

Enforcing Fine-grained Authorization Policies for Java Mobile Agents Enforcing Fin-graind Authorization Policis for Java Mobil Agnts Giovanni Russllo Changyu Dong Narankr Dulay Dpartmnt of Computing Imprial Collg London South Knsington London, SW7 2AZ, UK {g.russllo, changyu.dong,

More information

Policies for Simultaneous Estimation and Optimization

Policies for Simultaneous Estimation and Optimization Policis for Simultanous Estimation and Optimization Migul Sousa Lobo Stphn Boyd Abstract Policis for th joint idntification and control of uncrtain systms ar prsntd h discussion focuss on th cas of a multipl

More information

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2)

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2) MEASURING MOOR PARAMEERS Fil: Motor paramtrs hs ar th motor paramtrs that ar ndd: Motor voltag constant (volts-sc/rad Motor torqu constant (lb-in/amp Motor rsistanc R a (ohms Motor inductanc L a (Hnris

More information

Have Debit Cards Changed Thai Consumer Shopping Behavior?

Have Debit Cards Changed Thai Consumer Shopping Behavior? Intrnational Journal of Markting Studis Novmbr, 2009 Hav Dbit Cards Changd Thai Consumr Shopping Bhavior? Chtsada Noknoi Economics and Businss Administration Faculty, Thaksin Univrsity 140 Moo 4, Kanajanavanit

More information

CUTTING METHODS AND CARTESIAN ROBOTS KESME YÖNTEMLERİ VE KARTEZYEN ROBOTLAR

CUTTING 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 information

Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131

Sci.Int.(Lahore),26(1),131-138,2014 ISSN 1013-5316; CODEN: SINTE 8 131 Sci.Int.(Lahor),26(1),131-138,214 ISSN 113-5316; CODEN: SINTE 8 131 REQUIREMENT CHANGE MANAGEMENT IN AGILE OFFSHORE DEVELOPMENT (RCMAOD) 1 Suhail Kazi, 2 Muhammad Salman Bashir, 3 Muhammad Munwar Iqbal,

More information

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability

More information

Foreign Exchange Markets and Exchange Rates

Foreign 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 information

Performance Evaluation

Performance Evaluation Prformanc Evaluation ( ) Contnts lists availabl at ScincDirct Prformanc Evaluation journal hompag: www.lsvir.com/locat/pva Modling Bay-lik rputation systms: Analysis, charactrization and insuranc mchanism

More information

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM

SPREAD 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 information

Circuits with Transistors

Circuits with Transistors ircuits with Transistors ontnts 1 Transistors 1 2 Amplifirs 2 2.1 h paramtrs.................................... 3 3 Bipolar Junction Transistor (BJT) 3 3.1 BJT as a switch...................................

More information

ESA Support to ESTB Users

ESA Support to ESTB Users ESA Support to ESTB Usrs Dr. Javir Vntura-Travst Europan Spac Agncy 3 rd ESTB Workshop Nic 12 Novmbr 2002 OUTLINE! ESA ESTB wbsit support! Th ESTB/EGNOS Hlpdsk! Th ESTB Nwslttr! Th ESA SISNET tchnology!

More information

Major Portions in Climate Change: Physical Approach

Major Portions in Climate Change: Physical Approach Intrnational Rviw of Physics (I.R.E.PHY.), Vol. 5, N. 5 Octobr 20 Major Portions in Climat Chang: Physical Approach Jyrki Kauppinn, Jorma. Hinonn, Pkka J. Malmi Abstract h dstroying of rainforsts can warm

More information

IBM Healthcare Home Care Monitoring

IBM Healthcare Home Care Monitoring IBM Halthcar Hom Car Monitoring Sptmbr 30th, 2015 by Sal P. Causi, P. Eng. IBM Halthcar Businss Dvlopmnt Excutiv scausi@ca.ibm.com IBM Canada Cloud Computing Tigr Tam Homcar by dfinition 1. With a gnsis

More information

Relationship between Cost of Equity Capital And Voluntary Corporate Disclosures

Relationship between Cost of Equity Capital And Voluntary Corporate Disclosures Rlationship btwn Cost of Equity Capital And Voluntary Corporat Disclosurs Elna Ptrova Eli Lilly & Co, Sofia, Bulgaria E-mail: ptrova.lnaa@gmail.com Gorgios Gorgakopoulos (Corrsponding author) Amstrdam

More information

Theoretical Aspects of Fault Isolation on High-Power DC Lines Using Resonant. DC/DC Converters

Theoretical Aspects of Fault Isolation on High-Power DC Lines Using Resonant. DC/DC Converters Thortical Aspcts of Fault Isolation on High-Powr DC ins Using Rsonant DC/DC Convrtrs Dr Dragan Jovcic, School of Enginring, Univrsity of Abrdn, Abrdn, AB4 3UE, UK Tl 4 7 336 Email: d.jovcic@abdn.ac.uk

More information

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct

81-1-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 information

Design, Analysis, and Implementation of Solar Power Optimizer for DC Distribution System

Design, Analysis, and Implementation of Solar Power Optimizer for DC Distribution System Design, Analysis, and Implementation of Solar Power Optimizer for DC Distribution System Thatipamula Venkatesh M.Tech, Power System Control and Automation, Department of Electrical & Electronics Engineering,

More information

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring

Meerkats: A Power-Aware, Self-Managing Wireless Camera Network for Wide Area Monitoring Mrkats: A Powr-Awar, Slf-Managing Wirlss Camra Ntwork for Wid Ara Monitoring C. B. Margi 1, X. Lu 1, G. Zhang 1, G. Stank 2, R. Manduchi 1, K. Obraczka 1 1 Dpartmnt of Computr Enginring, Univrsity of California,

More information

AC Circuits Three-Phase Circuits

AC Circuits Three-Phase Circuits AC Circuits Thr-Phs Circuits Contnts Wht is Thr-Phs Circuit? Blnc Thr-Phs oltgs Blnc Thr-Phs Connction Powr in Blncd Systm Unblncd Thr-Phs Systms Aliction Rsidntil Wiring Sinusoidl voltg sourcs A siml

More information

Advances in GNSS Equipment

Advances in GNSS Equipment Advancs in GNSS Equipmnt Todd Humphrys With Input From: Thomas Pany, Brnhard Ridl IFEN, Carstn Strobr UFAF Larry Young, JPL David Munton, UT/ARL 2010 IGS Workshop, Nwcastl Upon Tyn Q: What advancs in GNSS

More information

Theoretical aspects of investment demand for gold

Theoretical aspects of investment demand for gold Victor Sazonov (Russia), Dmitry Nikolav (Russia) Thortical aspcts of invstmnt dmand for gold Abstract Th main objctiv of this articl is construction of a thortical modl of invstmnt in gold. Our modl is

More information

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through Liquidity and Information-Basd Trading on th Ordr Drivn Capital Markt: Th Cas of th Pragu tock Exchang Libor 1ÀPH³HN Cntr for Economic Rsarch and Graduat Education, Charls Univrsity and Th Economic Institut

More information

ISO 9001 DIL UNIVERSAL CONTACTORS

ISO 9001 DIL UNIVERSAL CONTACTORS GANZ KK Kft ISO 0 crtifid DIL UNIVERSAL CONTACTORS 00.0. GANZ KK Ltd. applis a Quality control systm according to th rquirmnts of th standard ENISO0 Bridg Moving magnt Coil Fixd magnt Auxiliary contactunit

More information