Characterization of Ashes from Different Wood Parts of Norway Spruce Tree
|
|
|
- Betty Richards
- 9 years ago
- Views:
Transcription
1 A puliction of 37 CHEMICAL ENGINEERING TRANSACTIONS VOL. 37, 2014 Guest Editors: Eliseo Rnzi, Kthrin Kohse- Höinghus Copyright 2014, AIDIC Servizi S.r.l., ISBN ; ISSN The Itlin Assocition of Chemicl Engineering DOI: /CET Chrcteriztion of Ashes from Different Wood Prts of Norwy Spruce Tree Ling Wng*, Jnk Didikov SINTEF Energy Reserch, Sem Sælnds vei 11, Trondheim, Norwy Norwegin Forest nd Lndscpe Institute, NO-1431, Ås, Norwy Woody iomss from the forest sector is n undnt resource for renewle energy genertion. Conventionl woody iomss mterils such s timer nd stem re normlly high qulity solid fuels for comustion pplictions in terms of sh relted opertionl prolems. Recently, new rw woody mterils such s forest residue re gining interests for energy production purpose. Forest residue is the remining frction fter hrvest nd outtke of the wood timer, including tree tops, rnches nd rks. Compred to conventionl woody iomss, the forest residue hs wide vrition of sh content nd concentrtion of sh forming mtters. The im of this work ws to chrcterize nd investigte different prts from Norwy spruce trees regrding sh content, sh composition nd sh melting nd slgging ehviors. Different prts from spruce tree were studied in present work including stem wood, rk, rnch nd twigs. The sh content nd sh melting temperture of the four fuel smples were mesured through following stndrd procedures. Concentrtions of min sh forming elements were nlyzed y n inductively coupled plsm opticl emission spectroscopy (ICP-OES). The shes from stem wood, rk nd twigs were further investigted y scnning electron microscopy equipped with energy dispersive X-Ry nlysis (SEM- EDX) nd X-Ry diffrctometry (XRD). The results showed tht the rnches nd twigs contin higher contents of sh forming mtters thn tht of the stem wood. Chemicl compositions of shes from four prts of the spruce tree re dominted y C, K, nd Si. The K nd N contents in the rnches nd twigs re significntly higher thn tht of stem wood nd rk, indicting high tendency of sh melting nd slgging. The melting points of shes from rnch nd twigs were C lower thn those of the shes from stem wood nd rk, respectively. SEM-EDX nd XRD nlysis, melting of shes from rnch nd twigs re minly ttriuted to formtion nd fusion of low temperture melting lkli silictes. 1. Introduction Utiliztion of woody iomss for het nd power production hs een minly restricted to timer, swdust, wood chips nd shvings from swmills nd wood working industry (Boström et l., 2011). However, with the rpid increse of demnd of ioenergy, woody iomss mterils from forest residues re gining continuous interests recently. Forest residues re derived from hrvest of forests nd outtke of timer process. In Norwy, 37% of the Norwegin minlnd is covered y forest (119,000 Km 2 ). Aout 1.5 million m 3 re produced nnully in Norwy with lrge mounts ville for energy production. Norwy hs set gol to produce new 14 TWh ioenergy y 2020, nd extend use of forest residues will certinly help to meet the gol (Ling et l., 2013). With development of collecting nd undling technologies, the efficient recovery nd utiliztion of the forest residues ecome more importnt. Currently, comustion is still the most widely used technology for converting woody iomss into het nd power (Ling et l., 2013). However, s group of solid fuel for comustion pplictions, in contrst to ordinry woody iomsses, the forest residues hve lrge vritions in totl fuel sh content nd composition of sh forming elements (Werkelin et l., 2005). Therefore, the sh trnsformtion chemistry during comustion of forest residues my e considerly different thn those of conventionl woody iomss fuels (Ehsn et l., 2013). In previous studies, shes in pure smple of stem wood, rk nd folige from trees of pine, spruce, irch Plese cite this rticle s: Wng L., Didikov J., 2014, Chrcteriztion of shes from different wood prts of norwy spruce tree, Chemicl Engineering Trnsctions, 37, DOI: /CET
2 38 nd spen were nlysed. Both totl fuel sh content nd concentrtions of sh forming elements re significntly different for three prts of ech tree species (Werkelin et l., 2010). Compred to stem wood smple, the folige contins much higher contents of sh nd elements such s K, P nd S (Werkelin et l., 2011). Due to rther higher contents of fuel sh nd criticl sh forming elements in forest residues, sh relted prolems such slgging nd fouling re expected to occur during comustion process (Öhmn et l., 2004). Such sh relted opertionl prolems my cuse unscheduled shutdowns nd costly mintennces of comustion pplinces (Lindström et l., 2010). It ws stted tht sh rich rk nd logging residues hve high sh sintering tendency, which resulted in severe slgging prolems during comustion in different types of urners (Lindström et l., 2010). Ashes from comustion of the rk nd logging residues were investigted vi comintion of different nlyticl methods. The nlysis results reveled tht sh slgging tendency correlted well to content of Si nd K in the fuel (Öhmn et l., 2004). Formtion nd melting of different lkli silictes is one of min resons leding sh sintering nd slgging (Wng et l., 2011). However, ecuse of lrge heterogeneity of forest residues, the knowledge of sh chrcteristics is still limited. The ojectives of the present work were: 1) chrcteriztion of shes from different prts of Norwy spruce tree, 2) investigtion the studied fuel sh melting nd sintering ehviours t elevted tempertures, 3) studying the sh sintering chemistry through comintion of XRD nd SEM-EDX nlysis. 2. Experimentl section The stem wood nd forest residues were otined from Norwy spruce forest in Est Norwy (Hoøl, Ltitude N nd Longitude E). The Norwy spruce tree were first cut down nd divided into four prts long the tree trunk from se level, ottom crown level, middle crown level nd top crown level. The stem wood, stem rk, rnches nd twigs from ech level were seprted fterwrds. Along the stem to needle top rdil direction, the rnch ws divided into four prts including se section, middle section, top section nd needle top. All fuel smples were collected nd ir dried first, which were milled to prticle size smller thn 1 mm nd dried gin t 105 C to get stle weight. The sh content of ech fuel smple ws mesured through following ASTM stndrd D Chemicl compositions of ech sh smple were nlyzed y n inductively coupled plsm opticl emission spectroscopy (ICP-OES). The smples for ICP-OES nlysis were prepred y following the stndrd CEN-TS Aout 50 mg sh smple produced t 550 C ws digested y mixture of cid H 2 O 2, HNO 3 nd HF in the first stge, nd H 3 BO 3 in the second stge. The melting temperture of one 550 C sh smple ws mesured ccording to procedures descried in the stndrd. ISO 540: Ech sh smple ws first shped into cuicl specimen. The sh specimen ws then put in n sh fusion nlyzer, in which it ws heted from room temperture to 1,500 C t heting rte of 2 C/min in n oxidizing tmosphere. Shpe chnges of the sh specimen t elevted tempertures were recorded, which were used for determine sh fusion chrcteristic tempertures. Four sh fusion chrcteristic tempertures were determined including initil deformtion temperture (IDT), softening temperture (ST), hemisphere temperture (HT) nd fluid temperture (FT). For ech sh smple, 6 tests were performed nd the verge test vlues re presented in Tle 3. In ddition, 50 g of ech fuel smple ws urned t 1000 C for 5 h. After comustion, the sh residues from ech fuel smple were visully evluted in terms of sintering degree. Prt of the sh residues were nlyzed y Bruker D8 Advnce X-ry diffrctometer using Cu k-lph rdition nd LynxEye detector. Identifiction of the crystlline components in ech smple ws done through n instrument integrted TOPAS evlution progrm nd the ICDD-PDF2 dtse. In ddition, the sh residues from four fuel smples were nlyzed y scnning electron microscopy (SEM) equipped with Energy Dispersive X-ry spectrometry (EDX). The sh residue smples were collected nd stick on cron tpe on smple holder. The SEM ws operted in ckscttered electron mode for illustrting distriution of detected elements in scnned re. EDX semi-quntittive spot/re nlyses were crried out for interesting res to get more detiled microchemistry informtion. 3. Results nd discussion 3.1 Ash content Ash contents of ech prt of the Norwy spruce tree re presented in Tle 1. The sh content in the stem wood ws %. The sh content of the rk ws %, which is 8-10 times of those of the corresponding stem wood. The rnch nd top hve high sh contents out %.
3 Tle 1: Ash content of fuel smples from different prts from summer hrvest Norwy spruce tree Ash content (wt %. d ) Stem wood Stem Brk Brnch nd top se Middle top Needle top Bse level Bottom crown level Middle crown level Top crown level : dry sis; : not detected. Tle 1 shows tht the sh content of fuel smples from different prts of tree incresed long trunk of the tree. The sh contents of fuel smples from higher level crown re evidently higher thn those of lower prt of the living crown. The similr correltion etween the sh content nd prts of the tree ws reported (Werkelin et l., 2005). In ddition, long the whole rnch, the sh content of ech smple ctegory incresed, nd the highest sh content ws in the needle top. In previous study, higher sh contents were lso mesured from the needles nd shoots of four tree species, which well-resemled the results showed in Tle Ash forming elements The wood discs contining stem wood nd rk were cut from the tree. The stem wood nd rk were seprted fterwrds. Brnches nd twigs were collected from the sme tree height level. The rnches contin lrge size rnches tht re from se nd middle section of the rnches. The twigs refer to thinner rnches together with ttched folige nd needles. The concentrtion of min sh forming elements in ech fuel smples from ech prt of the tree long the rdicl direction. As shown in Tle 2, the stem wood smple hs the lowest concentrtions of ll sh forming elements. The dominting element in the stem wood sh (550 C) is C, K nd Mn. The stem rk sh hs the similr chemicl compositions s those of the stem wood, ut the significnt higher mounts of Si, P nd Al. The rnches contined oth wood nd rk prts, nd the concentrtions of elements C, Al, Zn nd Mn re etween those of stem wood nd rk s shown in Tle 2. However, the Si content in the rnch sh is significntly higher thn those of the shes from stem wood nd rk. The sh produced from the twigs is dominted y C, Si, K, P nd Mn. The concentrtions of element Si, K nd P re much higher thn those in shes from the stem wood, rk nd rnch. The contents of Si, K, P, nd S in the shes from the four fuel smples incresed in the order stem wood < stem rk < rnch < twigs. The twigs hve considerly high contents of Si, K nd P, which were 100, 15 nd 50 times higher thn those in the stem wood sh, respectively. The K, P nd S re moile elements s reported in litertures of plnt physiology (Werkelin et l., 2010). They redily solve in sp solutions nd re rich in the young nd iologiclly ctive issues. High concentrtions of K, P nd S in prts of the tree (e.g. folige nd shoots) hve een reported (Werkelin et l., 2010). These prts of the tree contin lrge mount of living cells nd high content of K nd P s well. On the other hnd, the C nd Mn re chrcterized s rther immoile elements tht ccumulte esily in the phloem sp, mjor composition of the rk. It could explin the high concentrtions of C nd Mn in the stem rk. In ddition, the rnch contins oth rk nd wood, which is rich in C nd Mn s shown in Tle 2. Si is likely to solve in the certin phloem sp in the tree tissue, which keeps contct with ir (Werkelin et l., 2005). Twigs prt of the tree/rnch is such kind of tissue, which explins tht hs the highest Si content mong four prts of the tree. The lrge vritions of sh forming elements in different prts of the one spruce tree species hve een reported (Werkelin et l., 2010). The similr concentrtions of sh forming elements in different prts of tree were lso oserved from the other three tree species pine, irch nd spen in the sme study. 3.3 Ash melting nd sintering ehviours The sh melting nd sintering ehviors of shes from four prts of the spruce tree were investigted. Firstly, the melting tempertures of shes from the four prts (stem wood, rk, rches nd twigs) produced t 550 C were mesured nd the results re shown in Figure 1. Tle 2: Concentrtions of mjor sh forming elements (mg/kg D.S.) in fuels smples Smple C Si K N Al P S Mg Fe Zn Mn Stem wood 25, ,752 8, ,758 Stem rk 221,064 8,147 70,668 6,217 3,086 25,359 9,710 7, ,054 18,284 Brnch 163,671 26,673 85,830 5,403 2,541 31,290 11,873 4,461 1,111 4,758 16,032 Twigs 120,663 58, ,051 3,564 1,646 52,197 13,320 3, ,486 12,511 39
4 40 Figure 1: ) Ash fusion chrcteristic temperture of shes from four prts of the spruce tree, ) The initil deformtion temperture is more interesting, since one sh strts to melt nd ecome sticky, cusing sh relted opertionl prolems. As Figure 1 shows, the stem wood sh hs the highest initil melting temperture, indicting the lowest sintering tendency. During the sh fusion test, only the sh initil deformtion temperture ws identified t out 1,400 C. The other three sh fusion chrcteristic tempertures (ST, HT nd FT) were not le to e mesured, since not evident shpe chnges were hrd to e oserved t elevted tempertures. The sh fusion test results from the stem wood greed with oserved results from comustion tests. The stem wood sh hs n evidently porous structure without oservtion of sintering nd melting. On the contrry, the sh from twigs hs the lowest sh initil deformtion temperture out 1,100 C tht is considerly lower thn those of the other three shes. As the temperture higher thn 1,100 C, the swelling nd uling of the twig sh were oserved, indicting the sh ws pssing through sever molten stge nd ehved s liquid. After mesuring the sh fusion temperture, the sh specimen melted completely nd residues left s thin lyer. After the fuel comustion test, even no sintering, the slightly ggregtion of twig sh grins ws lredy oserved. Microscopic oservtion showed vritions of prticle shpe, structure nd morphology of ll sh residues fter fuel comustion t 1,000 C. Figure 2 shows one representtive SEM imge of stem wood sh with porous structures. The sh residue contins long flkes like grins nd some smll prticles with irregulr shpes. The former one is proly the sh left comustion of wood tissue, which somehow keeps tissue like structure with lyers nd pores s shown in Figure 2-. From the flke like prticle, C ws detected s dominting element with smll mount of Mg nd Mn. Therefore, detection of these elements implies presence of metl oxide, which ws confirmed y XRD nlysis (Tle 3). However, from the smll irregulr prticles, rther smll mount of S ws lso detected, with detection of C s mjor element in the sme re. The strong correltion etween the S nd C cn e found from the EDX element mpping indicting formtion of CSO 4 in the stem wood sh. The stem rk sh is comprised of medium nd smll sized prticles s shown in Figure 3-. Some of sh grins hve porous structures with smll pores on the surfce. Elements C, K nd P were detected from the porous sh grins, indicting presence of potssium clcium phosphtes. On the other hnd, there re some cuicl grins cn e oserved from the lrger sh grin surfces s shown in Figure 3-. Over thn 95 wt% of clcium ws detected from these cuicl grins ( 20 µm). Therefore these grins re smll C rich crystls tht were detected y XRD nlysis (Tle 3). The similr clcium rich crystls in the rk sh hve een oserved nd reported y Werkelin et l (Werkelin et l., 2011). During the urnout stge, the clcium dispersed in chr structure will diffuse to chr prticle surfce s smll crystllites. With further migrtion nd colescence, lrge clcium rich crystls will form nd sintered together s shown in Figure 3-. Figure 4 displys the twig sh contins two kinds of grins in terms of morphology nd structure. Some of sh grins ppered s lrge fused, homogenous structures with minor sh prticles emed. The K nd Si were detected s min elements from the fused portion tht re melted potssium silictes ccordingly. The fused silictes in the sh tht explins presence of morphous phse mterils s reveled y XRD nlysis, which ppers s hump in the se line of the spectrum of the twig sh. Due to the high concentrtion of K nd Si in the twig, different potssium silictes redily form during the comustion process. Some of potssium silictes hve melting points s low s 600 C. Formtion nd melting of the potssium silictes mke the sh grins sticky nd ggregte, inititing sh sintering nd slgging consequently. It hs een reported tht K-silictes chemistry plys min role for sh slgging during comustion of K nd Si rich forest ssortments such s needle nd thinning from trees (Werkelin et l.,
5 2011). In ddition, K in the iomss fuel hs high ffinity to rect with P during comustion processes. It leds to formtion of low temperture melting K-phosphtes tht my melt nd promote sintering of the iomss sh (Boström et l., 2011). As the K-silictes melts encounter lkli erth metls C nd Mg, the C nd Mg my dissolve into the melts nd drive out the K (Boström et l., 2011). As result of this, the mount of K-silictes melts will reduce nd sintering degree of the sh s well. Moreover, C nd Mg in iomss sh will lso incorporte into the K-phosphte, enhncing formtion of K-C-phosphtes with high melting tempertures. Therefore, s the C nd Mg content increse, the sh melting points is lso incresing. Figure 2- shows good correltion etween concentrtions of key sh forming elements (indicted s mole rtio etween Si+K+P/C+Mg) with the sh fusion temperture µm 100 µm Figure 2: SEM imge of stem wood sh produced t 1000 C 500 µm 100 µm Figure 3: SEM imge of stem rk sh produced t 1000 C 500 µm 100 µm Figure 4: SEM imge of twigs sh produced t 1000 C
6 42 Tle 3: Mjor minerl phses oserved from rley strw sh with nd without dditive ddition Mjor minerl phses Stem wood sh CO, MgO, trce mount CSO 4 Stem rk sh CO, MgO, C 5 (PO 4 ) 3, smll mount CSiO 3, Brnch sh K 2 SO 4, C 5 (PO 4 ) 3, CSiO 3, CO, MgO Twig sh CSiO 3, C 5 (PO 4 ) 3 OH, CMgSi 2 O 6, MgO, trce morphous mteril 4. Conclusions The sh contents of different prts from the Norwy spruce tree re different. Compred to the stem wood, the rk, rnch nd twig contining lrge mount living tissues generlly hve higher sh content. In ddition, concentrtions of sh forming elements in different prts of the Norwy spruce tree re significntly different. Contents of Si nd K re low in the stem wood, ut cn e considerly higher in the twig. The sh from the studied twig showed high sintering tendency due to high content of fuel sh nd certin sh forming elements such Si nd K. The SEM-EDX together with XRD nlyses indicted tht melting of the twig sh is minly due to formtion of low temperture melting potssium silictes. Thus, the lrge vrition of mjor sh forming elements in different prts of the tree should e considered for more efficient comustion of different wood iomsses for comustion pplictions. Acknowledgement The uthors cknowledge the finncil support y the Bioenergy Innovtion Centre (CenBio), which is funded y the Reserch Council of Norwy, lrge numer of industry prtners nd seven R&D institutions. References Boström D., Skoglund N., Grimm A., Bomn C., Öhmn, M., Broström M., Bckmn R., 2011, Ash Trnsformtion chemistry during comustion of iomss, Energy Fuels, 26(1), Wng L., Sndquist J., Vrhegyi G., Mts Güell B., 2013, CO 2 Gsifiction of Chrs Prepred from Wood nd Forest Residue: A Kinetic Study, Energy & Fuels, 27, Wng L., Becidn M., Skreierg, O. 2013, Testing of Zeolite nd Kolin for Preventing Ash Sintering nd Fouling during Biomss Comustion. Chemicl Engineering Trnsctions, Werkelin J., Skrifvrs B.-J., Hup M., 2005, Ash-forming elements in four Scndinvin wood species. Prt 1: Summer hrvest, Biomss nd Bioenergy, 29, Werkelin J; Linderg, D; Boström D., Skrifvrs B.-J., Hup M., 2011, Ash-forming elements in four Scndinvin wood species prt 3: Comustion of five spruce smples, Biomss nd Bioenergy, 35, Houshfr E., Wng L., Vähä-Svo N., Brink A., Løvås T. 2013, Experimentl Study of Single Prticle Rector t Comustion nd Pyrolysis Conditions. Chemicl Engineering Trnsctions, Werkelin J., Skrifvrs B.-J., Zevenhoven M., Holmom B., Hup M., 2010, Chemicl forms of sh-forming elements in woody iomss fuels, Fuel, 89, Öhmn M., Bomn C., Hedmn H., Nordin A., Boström D., 2004, Slgging tendencies of wood pellet sh during comustion in residentil pellet urners, Biomss nd Bioenergy, 27, Lindström E., Lrsson S.H., Boström D., Öhmn M., 2010, Slgging Chrcteristics during Comustion of Woody Biomss Pellets Mde from Rnge of Different Forestry Assortments, Energy Fuels, 24, Wng L., Skjevrk G., Hustd J., Grønli M., 2011, Effects of Sewge Sludge nd Mrle Sludge Addition on Slg Chrcteristics during Wood Wste Pellets Comustion, Energy Fuels, 25, Wu H., Cstro M., Jensen P.A., Frndsen F.J., Glrorg P., Johnsen Dm K., Røkke M., Lundtorp K., 2001, Relese nd Trnsformtion of Inorgnic Elements in Comustion of High-Phosphorus Fuel, Energy Fuels, 25,
Small Businesses Decisions to Offer Health Insurance to Employees
Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults
** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand
Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl
Effect of viscosity on C sugar in Beet sugar factories
ANNUAL TRANSACTIONS OF THE NORDIC RHEOLOGY SOCIETY, VOL. 16, 2008 Effect of on C sugr in Beet sugr fctories Mohmmd Hojjtoleslmy 1, Rez Shokrni 2 nd Ahmd Krsi 3 1 Deprtment of food technology, College of
Utilization of Magnesium Hydroxide Produced by Magnesia Hydration as Fire Retardant for Nylon 6-6,6
C O M U N I C A Ç Ã O Utiliztion of Mgnesium Hydroxide Produced y Mgnesi Hydrtion s Fire Retrdnt for Nylon 6-6,6 Sôni D.F. Roch Deprtmento de Engenhri Químic, UFMG Virgíni S.T. Ciminelli Deprtmento de
THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY
GEOCHRONOMETRIA Vol. 2, pp 15-2, 21 Journl on Methods nd Applictions of Asolute Chronology THE PARAMETERS OF TRAPS IN K-FELDSPARS AND THE TL BLEACHING EFFICIENCY ALICJA CHRUŒCIÑSKA 1, HUBERT L. OCZKOWSKI
All pay auctions with certain and uncertain prizes a comment
CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin
The Effect of Crumb Rubber Modifier (CRM) on the Performance Properties of Rubberized Binders in HMA pavements
The Effect of Crum Ruer Modifier (CRM) on the Performnce Properties of Ruerized Binders in HMA pvements Soon-Je Lee* Ph.D. Grdute Student Deprtment of Civil Engineering Clemson University Clemson, SC 29634-0911
Reasoning to Solve Equations and Inequalities
Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing
1. In the Bohr model, compare the magnitudes of the electron s kinetic and potential energies in orbit. What does this imply?
Assignment 3: Bohr s model nd lser fundmentls 1. In the Bohr model, compre the mgnitudes of the electron s kinetic nd potentil energies in orit. Wht does this imply? When n electron moves in n orit, the
APPLICATIONS OF X-RAY MICRODIFFRACTION IN THE IMAGING INDUSTRY
352 APPLICATIONS OF X-RAY MICRODIFFRACTION IN THE IMAGING INDUSTRY Thoms N. Blnton Estmn Kodk Compny, Reserch Lortories Foundtion Science Center, Rochester, New York 14650-2106, USA ABSTRACT Chrcteriztion
Treatment Spring Late Summer Fall 0.10 5.56 3.85 0.61 6.97 3.01 1.91 3.01 2.13 2.99 5.33 2.50 1.06 3.53 6.10 Mean = 1.33 Mean = 4.88 Mean = 3.
The nlysis of vrince (ANOVA) Although the t-test is one of the most commonly used sttisticl hypothesis tests, it hs limittions. The mjor limittion is tht the t-test cn be used to compre the mens of only
Or more simply put, when adding or subtracting quantities, their uncertainties add.
Propgtion of Uncertint through Mthemticl Opertions Since the untit of interest in n eperiment is rrel otined mesuring tht untit directl, we must understnd how error propgtes when mthemticl opertions re
Section 5-4 Trigonometric Functions
5- Trigonometric Functions Section 5- Trigonometric Functions Definition of the Trigonometric Functions Clcultor Evlution of Trigonometric Functions Definition of the Trigonometric Functions Alternte Form
Rate and Activation Energy of the Iodination of Acetone
nd Activtion Energ of the Iodintion of Acetone rl N. eer Dte of Eperiment: //00 Florence F. Ls (prtner) Abstrct: The rte, rte lw nd ctivtion energ of the iodintion of cetone re detered b observing the
DlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report
DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of
Why is the NSW prison population falling?
NSW Bureu of Crime Sttistics nd Reserch Bureu Brief Issue pper no. 80 September 2012 Why is the NSW prison popultion flling? Jcqueline Fitzgerld & Simon Corben 1 Aim: After stedily incresing for more thn
THERMAL EXPANSION OF TUNGSTEN
. THERMAL EXPANSION OF TUNGSTEN S515 By Peter Hidnert nd W. T. Sweeney ABSTRACT This pper gives the results of n investigtion on the therml expnsion of tungsten (99.98 per cent) over vrious temperture
Answer, Key Homework 10 David McIntyre 1
Answer, Key Homework 10 Dvid McIntyre 1 This print-out should hve 22 questions, check tht it is complete. Multiple-choice questions my continue on the next column or pge: find ll choices efore mking your
Simulation of operation modes of isochronous cyclotron by a new interative method
NUKLEONIKA 27;52(1):29 34 ORIGINAL PAPER Simultion of opertion modes of isochronous cyclotron y new intertive method Ryszrd Trszkiewicz, Mrek Tlch, Jcek Sulikowski, Henryk Doruch, Tdeusz Norys, Artur Srok,
New Internet Radio Feature
XXXXX XXXXX XXXXX /XW-SMA3/XW-SMA4 New Internet Rdio Feture EN This wireless speker hs een designed to llow you to enjoy Pndor*/Internet Rdio. In order to ply Pndor/Internet Rdio, however, it my e necessry
COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION
COVER CROP VARIETY AND SEEDING RATE EFFECTS ON WINTER WEED SEED PRODUCTION Nthn S. Boyd nd Eric B. Brennn, USDA-ARS, Orgnic Reserch Progrm, 1636 E. Alisl Street, Slins, CA 93905 Astrct Weed mngement is
COMPONENTS: COMBINED LOADING
LECTURE COMPONENTS: COMBINED LOADING Third Edition A. J. Clrk School of Engineering Deprtment of Civil nd Environmentl Engineering 24 Chpter 8.4 by Dr. Ibrhim A. Asskkf SPRING 2003 ENES 220 Mechnics of
Utilization of Smoking Cessation Benefits in Medicaid Managed Care, 2009-2013
Utiliztion of Smoking Cesstion Benefits in Medicid Mnged Cre, 2009-2013 Office of Qulity nd Ptient Sfety New York Stte Deprtment of Helth Jnury 2015 Introduction According to the New York Stte Tocco Control
In addition, the following elements form an integral part of the Agency strike prevention plan:
UNITED STTES DEPRTMENT OF GRICULTURE Wshington, DC 20250 Federl Grin Inspection Service FGIS Directive 4711.2 6/16/80 STRIKE PREVENTION ND STRIKE CONTINGENCY PLNS I PURPOSE This Instruction: Estlishes
Experiment 6: Friction
Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht
Module 2. Analysis of Statically Indeterminate Structures by the Matrix Force Method. Version 2 CE IIT, Kharagpur
Module Anlysis of Stticlly Indeterminte Structures by the Mtrix Force Method Version CE IIT, Khrgpur esson 9 The Force Method of Anlysis: Bems (Continued) Version CE IIT, Khrgpur Instructionl Objectives
Economics Letters 65 (1999) 9 15. macroeconomists. a b, Ruth A. Judson, Ann L. Owen. Received 11 December 1998; accepted 12 May 1999
Economics Letters 65 (1999) 9 15 Estimting dynmic pnel dt models: guide for q mcroeconomists b, * Ruth A. Judson, Ann L. Owen Federl Reserve Bord of Governors, 0th & C Sts., N.W. Wshington, D.C. 0551,
P.3 Polynomials and Factoring. P.3 an 1. Polynomial STUDY TIP. Example 1 Writing Polynomials in Standard Form. What you should learn
33337_0P03.qp 2/27/06 24 9:3 AM Chpter P Pge 24 Prerequisites P.3 Polynomils nd Fctoring Wht you should lern Polynomils An lgeric epression is collection of vriles nd rel numers. The most common type of
Operations with Polynomials
38 Chpter P Prerequisites P.4 Opertions with Polynomils Wht you should lern: Write polynomils in stndrd form nd identify the leding coefficients nd degrees of polynomils Add nd subtrct polynomils Multiply
2 DIODE CLIPPING and CLAMPING CIRCUITS
2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of
Scalable Mining of Large Disk-based Graph Databases
Sclle Mining of Lrge Disk-sed Grph Dtses Chen Wng Wei Wng Jin Pei Yongti Zhu Bile Shi Fudn University, Chin, {chenwng, weiwng1, 2465, shi}@fudn.edu.cn Stte University of New York t Bufflo, USA & Simon
Basic Analysis of Autarky and Free Trade Models
Bsic Anlysis of Autrky nd Free Trde Models AUTARKY Autrky condition in prticulr commodity mrket refers to sitution in which country does not engge in ny trde in tht commodity with other countries. Consequently
Dynamic TDMA Slot Assignment in Ad Hoc Networks
Dynmic TDMA Slot Assignment in Ad Hoc Networks Akimitsu KANZAKI, Toshiki UEMUKAI, Tkhiro HARA, Shojiro NISHIO Dept. of Multimedi Eng., Grd. Sch. of Informtion Science nd Technology, Osk Univ. Dept. of
CHARACTERIZATION OF HASS AVOCADO PROLEPTIC AND SYLLEPTIC SHOOT PROPORTION IN VALPARAISO REGION, CHILE
Proceedings VI World Avocdo Congress (Acts VI Congreso Mundil del Agucte) 2007. Viñ Del Mr, Chile. 12 16 Nov. 2007. ISBN No 978-956-17-0413-8. CHARACTERIZATION OF HASS AVOCADO PROLEPTIC AND SYLLEPTIC SHOOT
Quick Reference Guide: One-time Account Update
Quick Reference Guide: One-time Account Updte How to complete The Quick Reference Guide shows wht existing SingPss users need to do when logging in to the enhnced SingPss service for the first time. 1)
Vendor Rating for Service Desk Selection
Vendor Presented By DATE Using the scores of 0, 1, 2, or 3, plese rte the vendor's presenttion on how well they demonstrted the functionl requirements in the res below. Also consider how efficient nd functionl
Study on enzyme-assisted aqueous extraction of oil from soybean
8 Journl Scientific & Industril Reserch J SCI IND RES VOL 69 NOVEMBER 2010 Vol. 69, November 2010, pp. 8-865 Study on enzyme-ssisted queous extrction oil from soyben Jun-Qing Qin*, De-Hui Qin, Xing-Mo
CS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001
CS99S Lortory 2 Preprtion Copyright W. J. Dlly 2 Octoer, 2 Ojectives:. Understnd the principle of sttic CMOS gte circuits 2. Build simple logic gtes from MOS trnsistors 3. Evlute these gtes to oserve logic
INVESTIGATION OF THE EXTINGUISHING FEATURES FOR LIQUID FUELS AND ORGANIC FLAMMABLE LIQUIDS ATOMIZED BY A WATER FLOW
EPJ Web of Conferences 110, 01083 (2016) DOI: 10.1051/ epjconf/ 201611001083 C Owned by the uthors, published by EDP Sciences, 2016 INVESTIGATION OF THE EXTINGUISHING FEATURES FOR LIQUID FUELS AND ORGANIC
1. Find the zeros Find roots. Set function = 0, factor or use quadratic equation if quadratic, graph to find zeros on calculator
AP Clculus Finl Review Sheet When you see the words. This is wht you think of doing. Find the zeros Find roots. Set function =, fctor or use qudrtic eqution if qudrtic, grph to find zeros on clcultor.
Section 5.2, Commands for Configuring ISDN Protocols. Section 5.3, Configuring ISDN Signaling. Section 5.4, Configuring ISDN LAPD and Call Control
Chpter 5 Configurtion of ISDN Protocols This chpter provides instructions for configuring the ISDN protocols in the SP201 for signling conversion. Use the sections tht reflect the softwre you re configuring.
Welch Allyn CardioPerfect Workstation Installation Guide
Welch Allyn CrdioPerfect Worksttion Instlltion Guide INSTALLING CARDIOPERFECT WORKSTATION SOFTWARE & ACCESSORIES ON A SINGLE PC For softwre version 1.6.5 or lter For network instlltion, plese refer to
Pentominoes. Pentominoes. Bruce Baguley Cascade Math Systems, LLC. The pentominoes are a simple-looking set of objects through which some powerful
Pentominoes Bruce Bguley Cscde Mth Systems, LLC Astrct. Pentominoes nd their reltives the polyominoes, polycues, nd polyhypercues will e used to explore nd pply vrious importnt mthemticl concepts. In this
Bayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom
Byesin Updting with Continuous Priors Clss 3, 8.05, Spring 04 Jeremy Orloff nd Jonthn Bloom Lerning Gols. Understnd prmeterized fmily of distriutions s representing continuous rnge of hypotheses for the
NQF Level: 2 US No: 7480
NQF Level: 2 US No: 7480 Assessment Guide Primry Agriculture Rtionl nd irrtionl numers nd numer systems Assessor:.......................................... Workplce / Compny:.................................
RTL Power Optimization with Gate-level Accuracy
RTL Power Optimiztion with Gte-level Accurcy Qi Wng Cdence Design Systems, Inc Sumit Roy Clypto Design Systems, Inc 555 River Oks Prkwy, Sn Jose 95125 2903 Bunker Hill Lne, Suite 208, SntClr 95054 [email protected]
Sensorless Force Estimation for Robots with Friction
Proc. Austrlsin Conference on Rootics nd Automtion Aucklnd, 7-9 Novemer Sensorless orce Estimtion for Roots with riction John W.L Simpson, Chris D Cook, Zheng Li School of Electricl, Computer nd Telecommunictions
2013 Flax Weed Control Trial
2013 Flx Weed Control Tril Dr. Hether Drby, UVM Extension Agronomist Susn Monhn, Conner Burke, Eric Cummings, nd Hnnh Hrwood UVM Extension Crops nd Soils Technicins 802-524-6501 Visit us on the web: http://www.uvm.edu/extension/cropsoil
Combined Liability Insurance. Information and Communication Technology Proposal form
Comined Liility Insurnce Informtion nd Communiction Technology Proposl form Comined Liility Insurnce Informtion nd Communiction Technology - Proposl form This proposl form must e completed nd signed y
The International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O
The Interntionl Assocition for the Properties of Wter nd Stem Lucerne, Sitzerlnd August 7 Relese on the Ioniztion Constnt of H O 7 The Interntionl Assocition for the Properties of Wter nd Stem Publiction
Introducing Kashef for Application Monitoring
WextWise 2010 Introducing Kshef for Appliction The Cse for Rel-time monitoring of dtcenter helth is criticl IT process serving vriety of needs. Avilbility requirements of 6 nd 7 nines of tody SOA oriented
Econ 4721 Money and Banking Problem Set 2 Answer Key
Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in
Pyrolysis of Seaweeds for Bio-oil and Bio-char Production
121 A publiction of VOL. 37, 2014 CHEMICAL ENGINEERING TRANSACTIONS Guest Editors: Eliseo Rnzi, Kthrin Kohse- Höinghus Copyright 2014, AIDIC Servizi S.r.l., ISBN 978-88-95608-28-0; ISSN 2283-9216 The Itlin
5 a LAN 6 a gateway 7 a modem
STARTER With the help of this digrm, try to descrie the function of these components of typicl network system: 1 file server 2 ridge 3 router 4 ckone 5 LAN 6 gtewy 7 modem Another Novell LAN Router Internet
Network Configuration Independence Mechanism
3GPP TSG SA WG3 Security S3#19 S3-010323 3-6 July, 2001 Newbury, UK Source: Title: Document for: AT&T Wireless Network Configurtion Independence Mechnism Approvl 1 Introduction During the lst S3 meeting
How To Set Up A Network For Your Business
Why Network is n Essentil Productivity Tool for Any Smll Business TechAdvisory.org SME Reports sponsored by Effective technology is essentil for smll businesses looking to increse their productivity. Computer
TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING
TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING Sung Joon Kim*, Dong-Chul Che Kore Aerospce Reserch Institute, 45 Eoeun-Dong, Youseong-Gu, Dejeon, 35-333, Kore Phone : 82-42-86-231 FAX
Antibody Screening. Antibody Screening in Pre-transfusion Testing and Antenatal Screening
Antiody Screening in Pre-trnsfusion Testing nd Antentl Screening Antiody Screening in Pre-trnsfusion Testing nd Antentl Screening Q. Wht re nturlly occurring or expected ntiodies? Q. Wht re typicl or unexpected
Effect of microscopic damage events on static and ballistic impact strength of triaxial braid composites
Astrct Sumitted to CompTest 2008 4th Interntionl Conference on Composites Testing nd Model Identifiction 20-22 Octoer, 2008 Dton, OH Effect of microscopic dmge events on sttic nd llistic impct strength
Helicopter Theme and Variations
Helicopter Theme nd Vritions Or, Some Experimentl Designs Employing Pper Helicopters Some possible explntory vribles re: Who drops the helicopter The length of the rotor bldes The height from which the
ClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment
ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks
9 CONTINUOUS DISTRIBUTIONS
9 CONTINUOUS DISTIBUTIONS A rndom vrible whose vlue my fll nywhere in rnge of vlues is continuous rndom vrible nd will be ssocited with some continuous distribution. Continuous distributions re to discrete
ARTICLE IN PRESS. i n t e r n a t i o n a l j o u r n a l o f m e d i c a l i n f o r m a t i c s x x x ( 2 0 1 2 ) xxx xxx
IJB-2938; No. of Pges 12 i n t e r n t i o n l j o u r n l o f m e d i c l i n f o r m t i c s x x x ( 2 0 1 2 ) xxx xxx j ourn l homepge: www.ijmijournl.com Description nd comprison of qulity of electronic
J4.12 REGIONAL HYDROLOGICAL CYCLE AND WEATHER AND CLIMATE IN THE CONTIGUOUS UNITED STATES
J4.12 REGIONAL HYDROLOGICAL CYCLE AND WEATHER AND CLIMATE IN THE CONTIGUOUS UNITED STATES 1. INTRODUCTION i Hu 1 nd Song Feng Climte nd Bio-Atmospheric Sciences rogrm School of Nturl Resource Sciences
Graphs on Logarithmic and Semilogarithmic Paper
0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl
Regular Sets and Expressions
Regulr Sets nd Expressions Finite utomt re importnt in science, mthemtics, nd engineering. Engineers like them ecuse they re super models for circuits (And, since the dvent of VLSI systems sometimes finite
PROBLEMS 13 - APPLICATIONS OF DERIVATIVES Page 1
PROBLEMS - APPLICATIONS OF DERIVATIVES Pge ( ) Wter seeps out of conicl filter t the constnt rte of 5 cc / sec. When the height of wter level in the cone is 5 cm, find the rte t which the height decreses.
UNIVERSITY OF NOTTINGHAM. Discussion Papers in Economics STRATEGIC SECOND SOURCING IN A VERTICAL STRUCTURE
UNVERSTY OF NOTTNGHAM Discussion Ppers in Economics Discussion Pper No. 04/15 STRATEGC SECOND SOURCNG N A VERTCAL STRUCTURE By Arijit Mukherjee September 004 DP 04/15 SSN 10-438 UNVERSTY OF NOTTNGHAM Discussion
AntiSpyware Enterprise Module 8.5
AntiSpywre Enterprise Module 8.5 Product Guide Aout the AntiSpywre Enterprise Module The McAfee AntiSpywre Enterprise Module 8.5 is n dd-on to the VirusScn Enterprise 8.5i product tht extends its ility
Assessing authentically in the Graduate Diploma of Education
Assessing uthenticlly in the Grdute Diplom of Eduction Dr Mree DinnThompson Dr Ruth Hickey Dr Michelle Lsen WIL Seminr JCU Nov 12 2009 Key ides plnning process tht embeds uthentic ssessment, workintegrted
Small Business Cloud Services
Smll Business Cloud Services Summry. We re thick in the midst of historic se-chnge in computing. Like the emergence of personl computers, grphicl user interfces, nd mobile devices, the cloud is lredy profoundly
Lecture 3 Gaussian Probability Distribution
Lecture 3 Gussin Probbility Distribution Introduction l Gussin probbility distribution is perhps the most used distribution in ll of science. u lso clled bell shped curve or norml distribution l Unlike
Performance Monitoring Fundamentals: Demystifying Performance Assessment Techniques
Performnce Monitoring Fundmentls: Demystifying Performnce Assessment Techniques Roert C. Rice, PhD Rchelle R. Jyringi Dougls J. Cooper, PhD Control Sttion, Inc. Deprtment of Chemicl Engineering Control
10. Testing of Welded Joints
1. Testing of Welded Joints S S S S S S S S S S 1. Testing of Welded Joints 126 d = specimen dimeter d 1 = hed dimeter depending on clmping device L C = test length = L + d/2 r = 2 mm r r L s L L c L t
Health insurance exchanges What to expect in 2014
Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 02/13 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount
Appendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered:
Appendi D: Completing the Squre nd the Qudrtic Formul Fctoring qudrtic epressions such s: + 6 + 8 ws one of the topics introduced in Appendi C. Fctoring qudrtic epressions is useful skill tht cn help you
GENERAL APPLICATION FOR FARM CLASSIFICATION
SCHEDULE 1 (section 1) Plese return to: DEADLINE: Plese return this form to your locl BC Assessment office y Octoer 31. Assessment Roll Numer(s) GENERAL APPLICATION FOR FARM CLASSIFICATION Section 23 (1)
Correction methods for pulsed neutron source reactivity measurement in accelerator driven systems
NUKLEONIKA 2013;58(2):287 293 ORIGINAL PAPER Correction methods for pulsed neutron source rectivity mesurement in ccelertor driven systems Pweł Gjd, Jerzy Jnczyszyn, Włdysłw Pohorecki Astrct. Importnt
EQUATIONS OF LINES AND PLANES
EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint
, and the number of electrons is -19. e e 1.60 10 C. The negatively charged electrons move in the direction opposite to the conventional current flow.
Prolem 1. f current of 80.0 ma exists in metl wire, how mny electrons flow pst given cross section of the wire in 10.0 min? Sketch the directions of the current nd the electrons motion. Solution: The chrge
2006 IPCC Software for National Greenhouse Gas Inventories: Application and use for India
2006 IPCC Softwre for Ntionl Greenhouse Gs Inventories: Appliction nd use for Indi Presenttion for NGGIP Side Event Bonn, June 8, 2013 Prof. Amit Grg ([email protected]), INDIA GHG Inventory Softwre
Chapter. Contents: A Constructing decimal numbers
Chpter 9 Deimls Contents: A Construting deiml numers B Representing deiml numers C Deiml urreny D Using numer line E Ordering deimls F Rounding deiml numers G Converting deimls to frtions H Converting
Unit 6: Exponents and Radicals
Eponents nd Rdicls -: The Rel Numer Sstem Unit : Eponents nd Rdicls Pure Mth 0 Notes Nturl Numers (N): - counting numers. {,,,,, } Whole Numers (W): - counting numers with 0. {0,,,,,, } Integers (I): -
Advanced Treatment of Wastewater from Food Waste Disposer in Modified Ludzack-Ettinger Type Membrane Bioreactor
Environ. Eng. Res. June,7() : 59-6 Reserch Pper http://dx.doi.org/.449/eer..7..59 pissn 6-5 eissn 5-968X Advnced Tretment of Wstewter from Food Wste Disposer in Modified Ludzck-Ettinger Type Membrne Biorector
Warm-up for Differential Calculus
Summer Assignment Wrm-up for Differentil Clculus Who should complete this pcket? Students who hve completed Functions or Honors Functions nd will be tking Differentil Clculus in the fll of 015. Due Dte:
JaERM Software-as-a-Solution Package
JERM Softwre-s--Solution Pckge Enterprise Risk Mngement ( ERM ) Public listed compnies nd orgnistions providing finncil services re required by Monetry Authority of Singpore ( MAS ) nd/or Singpore Stock
Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00
COMP20212 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE Digitl Design Techniques Dte: Fridy 16 th My 2008 Time: 14:00 16:00 Plese nswer ny THREE Questions from the FOUR questions provided
Health insurance marketplace What to expect in 2014
Helth insurnce mrketplce Wht to expect in 2014 33096VAEENBVA 06/13 The bsics of the mrketplce As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum
THE EFFECTS OF INCREASED PROTEIN INTAKE ON KIDNEY SIZE AND FUNCTION
The Journl of Experimentl iology 21, 281 29 (1998) Printed in Gret ritin The Compny of iologists Limited 1998 JE1492 281 THE EFFECTS OF INCRESED PROTEIN INTKE ON KIDNEY SIZE ND FUNCTION KIMERLY. HMMOND
10.6 Applications of Quadratic Equations
10.6 Applictions of Qudrtic Equtions In this section we wnt to look t the pplictions tht qudrtic equtions nd functions hve in the rel world. There re severl stndrd types: problems where the formul is given,
The Velocity Factor of an Insulated Two-Wire Transmission Line
The Velocity Fctor of n Insulted Two-Wire Trnsmission Line Problem Kirk T. McDonld Joseph Henry Lbortories, Princeton University, Princeton, NJ 08544 Mrch 7, 008 Estimte the velocity fctor F = v/c nd the
Corporate Compliance vs. Enterprise-Wide Risk Management
Corporte Complince vs. Enterprise-Wide Risk Mngement Brent Sunders, Prtner (973) 236-4682 November 2002 Agend Corporte Complince Progrms? Wht is Enterprise-Wide Risk Mngement? Key Differences Why Will
