Reconnaissance Study of Low-temperature Geothermal Resources in Southwestern Ontario

Size: px
Start display at page:

Download "Reconnaissance Study of Low-temperature Geothermal Resources in Southwestern Ontario"

Transcription

1 PROCEEDINGS, 44th Wrkshp n Gethermal Reservir Engineering Stanfrd University, Stanfrd, Califrnia, February 11-13, 2019 SGP-TR-214 Recnnaissance Study f Lw-temperature Gethermal Resurces in Suthwestern Ontari Sara Shahmhammadi 1, Pneh Maghul 2 1 HYBRIXCEL INC., 2 Civil Engineering Department, University f Manitba, Winnipeg, Canada 1 Sara.Shahmhammadi@hybrixcel.cm, 2 Pneh.Maghul@umanitba.ca Keywrds: Recnnaissance, gethermal resurces assessment, lw temperature, EGS, sedimentary basin, Canada gethermal ABSTRACT The interest in recvering the gethermal energy stred in sedimentary basins fr electricity prductin is grwing. Mst sedimentary basins have been explred fr il and gas and therefre reservir and gephysical data such as depth t basement and frmatin thickness are well knwn. The availability f this data reduces the explratin risk and allws the develpment f gelgic explratin mdels fr each basin. The main gal f this paper is t carry ut a recnnaissance study f the ptential thermal energy stred in deep subsurface (3-5 km depth) frm the Engineered Gethermal System (EGS) sedimentary resurces in Suthwestern Ontari and identify a prspective prductin area fr gethermal energy explitatin. The industrial thermal data frm the bttm-hle temperature resurces f the il sand regins f Michigan Basin was applied in rder t prvide a first rder assessment f deep gethermal ptential fr electricity and heat generatin. A technical and an ecnmical resurce assessment were perfrmed based n the USGS vlumetric estimatin methd t imprve current Canada gethermal resurces base estimates fr innvative applicatins. It is cncluded that lw-temperature between (80 C 120 C) EGS resurces in Suthwestern f Ontari cntain apprximately 175 millin MWh f heat-in-place and expected that within the crdinate ranges f ( )W and ( )N, there exist an area f interest within the regin fr gethermal energy explitatin. 1. INTRODUCTION 1.1. Backgrund Gethermal energy plays a key rle in realizing targets in energy security, ecnmic develpment and mitigating climate change. Thrugh harnessing the stred thermal energy trapped within rcks, this resurce can be utilized in generating electricity and in direct applicatins. Hwever, befre the energy can be extracted frm depths within the Earth, explratry methds are crucial in lcating and prspecting the ptential f a gethermal system (Sanyal, 2010). Canadian resurces include all types f gethermal energy frm high t lw temperature. Gethermal energy plays a small rle in the Canadian energy market - nly thrugh direct-use heating applicatins. Currently there are n gethermal pwer plants in Canada despite the presence f high temperature resurces assciated with the Pacific Ring f Fire (Grasby et al., 2012). The majrity f hightemperature gethermal sites are lcated in the western part f Canada, (British Clumbia and Yukn) (Jessp et al., 1991). The first attempts t extract gethermal energy in Canada g back t 1973 fllwing the first majr il crisis. But as il prices stabilized in the early 1980s essentially all gethermal explratin activities stpped in Clearly, gethermal pwer generatin des nt yet make even a small cntributin t the Canadian energy market despite the presence f high temperature resurces in the west. Hwever, in recent years, increasing energy prices and rising effrts t reduce greenhuse gas emissins may be turning the tide back t this resurce. The apprach f the paper is t prduce a resurce assessment f the thermal cnditins in the crust beneath Suthwestern regin f Ontari, in search f a gethermal prspect and an estimate f the energy ptential accessible by EGS technique. Fr this purpse, we have analyzed the nn-gethermal resurces identified in previus studies frm Michigan Basin int a single assessment f deep (3-5 km), lw-temperature ( C) gethermal resurce ptential within the regin. Insufficient data acrss many regins f Canada renders categrizing gethermal resurces a difficult task. As a result, cmputer mdeling cupled with labratry investigatins t fill data gaps are being encuraged under the Executive Summary, Research Needs f the Gelgical Survey f Canada Open File 6914 (Grasby et al., 2012). Suthwestern Ontari has been f prime interest fr gethermal explitatin lcated in the east f the Michigan Basin. The paper presents a preliminary thermal investigatin int this area and highlights a ptential prductin field regin. Figure 1.1 indicates the lcatin f the study t perfrm these investigatins. 1

2 Figure 1.1: Ontari Regins Map-Zne 1, 2 and 3 f Suthwestern Ontari (derived frm MROO) 1.2. Area f Study The sedimentary basin f Suthwestern Ontari cnsists f many aquifers cvering apprximately 37,000 km 2 land. It is surrunded by Canadian Shield t the nrth and east, and Great Lakes t the suth and n the west by the Detrit River, Lake St. Clair, the St. Clair River and Lake Hurn. The Canadian Shield stands ut as a lw heat flw area (Blackwell and Richards, 2004; Jaupart and Mareschal, 2008), with heat flux values within 30 t 50 mw/m 2 range in cntrast t values that ften exceed 80 mw/m 2 in the active regins f Western Nrth America. In Eastern Canada (Figure1.2), the average gethermal heat flux is much lwer than in Western Canada (Majrwicz and Grasby, 2010). This is because a large part f Eastern Canada, including the prvince f Ontari (East-central), is lcated in the gethermal cld Canadian Shield, while sme areas are lcated in a htter sedimentary platfrm related t the Appalachian basins. The first gethermal assessments by (Jessp et al., 1991) indicate the ptential fr the Eastern Prvinces t prduce pwer using ht dry rck technlgy. The chice f the heat extractin technique depends n gelgical factrs (sedimentary vs. crystalline rcks) and the thermal ptential f the available heat. In the case f deep dry ht rcks, artificially created Enhanced Gethermal Systems (EGS) (Tester et al., 2006) may be the nly way t tap int the high temperature heat >120 C available in the crystalline basement rcks. T achieve this, a thermal carrier fluid (water, etc.) needs t be pumped int a clsed lp system thrugh the undergrund reservir t extract the gethermal heat and thrugh the pwer plant biler, prir t being re-injected in the grund. 2

3 Figure 1.2.: Heat flw cntur map fr Eastern Canada based n IHFC (Internatinal Heat Flw Cmmissin) heat flw density data base. 2. GEOLOGICAL HISTORY OF SOUTHERN ONTARIO The Palezic rcks in suthern Ontari are principally shales, limestnes, dlmites and sandstnes. A large number f Palezic grups, frmatins, and members f Cambrian, Ordvician, Silurian, and Devnian age have been identified in suthern Ontari. Many il and gas explratin wells were drilled there in the past and il and gas reservirs in Ontari are fund at a variety f depths and in different rck types. Cmmn reservirs include Cambrian sandstnes (at depths f 800 t 1200 m), Ordvician carbnates (800 t 900 m), Silurian carbnates (500 t 700 m and 350 t 450 m), and Devnian carbnates (110 t 140 m) all f which ccur in suthwestern Ontari. With this prepnderance f wells in the area, there is an pprtunity t gain useful infrmatin fr gethermal purpses by analyzing the recrded brehle lgs f the wells. Hwever the well data is nt available fr all these wells. Fur majr sedimentary basins ccur within Ontari. The sedimentary basins cver apprximately 320,000 km 2, which is almst ne third f the ttal surface area f the prvince. It includes nrthern Ontari and Hudsn Bay and the entire area f suthern Ontari (Figure, 2.1). 3

4 Figure 2.1: Area f Sedimentary Basins in Ontari (mdified frm Jhnsn et al.) In suthern Ontari, thick accumulatins f sedimentary rcks are present between the Michigan and Appalachian basins (Figure, 3.2). Extensive develpment f prsity and permeability is evidenced by the presence f il and gas reservirs and reginal saline water aquifers in these basins. The sedimentary rcks within the Michigan and Appalachian basins are distinguished by gelgic age and further subdivided int frmatins that can be mapped in the subsurface. The ldest and lwer mst rcks are f Cambrian age and cnsist mainly f sandstnes. Yunger sandstne, shale, and limestne rcks f Ordvician, Silurian, and Devnian age verlie the Cambrian rcks. Figure 2.2: Majr rck types and sedimentary basins ccur within Ontari 4

5 3. LITERATURE REVIEW 3.1. Gethermal Lw-Temperature EGS systems Gethermal resurces can be categrized int tw mdels: hydrthermal and EGS. Each categry is then subdivided int multiple system types. A hydrthermal system is a reservir with the fllwing characteristics: Prsity and/r permeability levels permitting the flw f water, Higher than average reginal thermal gradients, A surce and recharge system f flwing water. In cntrast t hydrthermal systems, EGS systems are gelgic systems that wuld require additinal stimulatin and enhanced recvery methds fr extractin f the available heat cntent. This categry includes tw primary subtypes: Sedimentary basins differ frm hydrthermal sedimentary systems in that they may lack water and/r permeability. Lw cnductivity, ht dry rck (HDR) ht rck that lacks ne r mre f the abve stated characteristics; in thery, may be accessed in any lcatin given sufficient depth and reservir stimulatin. (Breede et al., 2013), (Olasl et al., 2016), and (Dipipp, 2012) prvided cmprehensive reviews f existing enhanced gethermal systems including reservir stimulatin techniques that have been applied Vlumetric Heat in Place Assessments Saring prices f fssil fuels caused by the il-crises f 1973 and 1979 stimulated research t quantify the ptential f alternative energy surces including gethermal energy. At early stages f gethermal develpment, the size r ptential megawatt utput f a gethermal resurce can be estimated by different methds with relatively little data available. A theretical maximum ptential utput can be determined by the vlumetric heat-in-place methd develped by the U. S. Gelgical Survey (USGS) decades ag. In this methd, the amunt f heat in a blck f earth is largely assumed with cmmnly used factrs. Fr this methd, the area r regin belw the Earth's surface is divided int separate vlumes. Fr each vlume, the thermal energy in place (heat in place) is estimated based n measured r mdeled subsurface temperatures. Estimating the heat in place is straightfrward, but it is mre difficult t delimit the share that is technically prducible. T direct this issue, it is cmmn t apply an average value fr the recvery factr t btain the technical ptential. Hwever, little data is available n actual recvery factrs, making it hard t assess whether a chsen recvery factr is realistic and apprpriate fr resurce assessments f individual basins r entire regins. Mre realistic recvery factrs are used when data n lcatin-specific aquifer permeability and temperature are available. Fr areas withut any prir infrmatin r fr glbal-scale assessments, a lw recvery factr is mre apprpriate. One f the main challenges fr all resurce assessments is uncertainty quantificatin, especially when dealing with gelgical data. Vlumetric resurce assessments are therefre ften cmbined with prbabilistic methds like the Mnte-Carl methd. Multiple mdel runs yield a prbability distributin f the ptential, by allwing variatin in parameters. Uncertainty quantificatin fr a gethermal resurce assessment is challenging because it requires assumptins n suitable ranges fr parameters that can shw a strng spatial variatin and that depend n lcal unknwn gelgical cnditins. 4. TECHNICAL AND ECONOMICAL RESOURCE ASSESSMENT This sectin is used t describe the methd we use fr ur resurce assessment and t present the results Methdlgy In rder t assess the ptential amunt f heat that culd be extracted frm deep gethermal reservirs, the fllwing assumptins have been made: (i) tw temperature limits, i.e. minimum f 90 C and maximum f 110 C, are taken as examples fr the extreme gethermal cnditins available (see figure 4.1 fr the predicted depths t reach 120 C); (ii) the rejectin temperature is taken t be 40 C; a typical standard value fr the cndenser temperature (Tester et al., 2006); (iii) an average thermal gradient f 30 C/Km; (iv) a minimum recvery factr f was chsen accrding t Srey et al., (1982); and (v) an efficiency f 10% after passing the fluid thrugh a binary Organic Rankin Cycle. We defined a set f bth rck and fluid parameters fr describing and quantifying as listed in Table 1. 5

6 Figure 4.1: New cntur map f predicted drilling depths t ptentially reach 120 C in Eastern Canada, including the prvince f Ontari, and part f the United States. Table 1: Input variables with assciated units and default values. Parameters Range Unit Area km 2 Thickness (Interval) 500 m Rck Density (the average fr sediment and sandstne) 2.30E 12 kg/km 3 Prsity 0.1 Thermal Recvery Factr Rck Specific Heat (typical dlmite rck and sandstne) 0.92 kj/kg C Reservir Temperature (90-110) C Fluid Specific Heat 4.18 kj/kg C Fluid Density 1E 12 kg/m 3 Re-injectin Temperature 40 C Cnversin Efficiency 0.10 Plant Life 30 Plant Capacity Factr (%) 90% It is difficult t predict the actual temperature and pressure gradients fr sme selected areas due t the absence f necessary field data related t subsurface temperatures and pressures and the drilling depth required t reach the temperatures needed fr pwer r heat prductin. Frm Bttm Hle Temperature (BHT) datasets, and thrugh different methdlgies, the thermal prfile f sedimentary 6

7 frmatins can be estimated. The fllwing equatin results f a linear regressin f 405 BHT vs. assciated depths frm Michigan s Peninsula prvided by (Raymnd Vugrinvich, 1989): BHT ( C) = depth (m), is used t determine the subsurface temperatures Resurce estimatin Fr ur assessment the available heat in place is estimated based n equatin, as used by Brk et al. (1978): Q = ρ Cp V ΔT [kj] (1) in which ρ is the density f the rck, Cp is the heat capacity f the rck, V is the vlume f the rck, and ΔT is the change in temperature, respectively. The assumed interplated hrizntal surface areas frm the 90 C+, 100 C+, and 110 C+ intervals were multiplied with the 0.5 kilmeter (km) thicknesses, yields the ttal effective vlume. Table 2: Parameters and available heat in place fr the meter depth interval Area Vlume Average ΔT Q (J) Recverable MWt Interval (km 2 ) (km 3 ) ( C) (J) 90 C , C 36.9 C 14, , , C C 36.9 C C C 36.9 C MWh= J Table 3: Parameters and available heat in place fr the meter depth interval Area Vlume Average ΔT Q (J) Recverable MWt Interval (km 2 ) (km 3 ) (J) ( C) 90 C , C 46.5 C 8, , , C C 46.5 C 7, , , C C 46.5 C , Table 4: Parameters and available heat in place fr the meter depth interval Area Vlume Average ΔT Q (J) Recverable MWt Interval (km 2 ) (km 3 ) (J) ( C) 90 C , C 56.1 C 5, , , C , C 56.1 C 10, , , C C 56.1 C ,

8 Table 5: Parameters and available heat in place fr the meter depth interval Area Vlume Average ΔT Q (J) Recverable MWt Interval (km 2 ) (km 3 ) (J) ( C) 90 C , C 65.7 C 4, , , C C 65.7 C 8, , , C C 65.7 C , Table 6: Final estimate f energy in place, after recvery factr and taking pwer plant efficiency int accunt Range ( C) Recverable (J) MWt After Efficiency f (10%) (MWt) 90 33, , , The heat in place that can be realistically explited is limited by technical and ecnmic cnditins. These include surface and subsurface limitatins, such as plant facilities and drilling technlgies. Fllwing recmmendatins frm the review paper by (Grant, 2014), and (Srey et al., 1982) the technical ptential is calculated as a fractin f the heat in place using a recvery factr f By assuming a pwer plant lifetime f 30 years and capacity factr f 90%, there is the pssibility t develp a pwer plant with a capacity f 600 MWe ver the prductin perid. 5. RESULTS & CONCLUSIONS The Suthwestern Ontari basin has temperatures ver 90 C belw a depth f 3000 meters. An analysis fr meter depth interval was carried ut. The available energy in place fr each depth interval is listed in Tables 2 t 5. Althugh the Suthwestern Ontari has limited ptential fr large-scale pwer prductin, the subsurface findings clearly pint twards a ptential prductin field within the crdinate ranges f ( )W and ( )N displaying knwn temperature between (80 C-120 C). It is expected that lw temperature gethermal electricity generatin and direct use may still be viable with the develpment f deep EGS sedimentary resurces and by means f a binary cycle pwer plant. The energy summary, alng with the estimate after passing the fluid thrugh a binary Organic Rankin Cycle with an efficiency f 10% can be fund in Table 6. Accrdingly the ttal accessible resurce base in this assessment was fund t be arund 175 millin MWt. Hwever given physical and technical limitatins, the prtin f this resurce that can be extracted culd be significantly less. REFERENCES Blackwell, D. and M. Richards, Gethermal map f Nrth America., American Assciatin f Petrleum Gelgists (AAPG). 1 sheet, scale 1:6,500,000. Breede K, Dzebisashvili K, Liu X, Falcne G. A systematic review f enhanced (r engineered) gethermal systems: past, present and future, Gethermal Energy 1 (2013) Brk, C. A., Mariner, R. H., Mabey, D. R., Swansn, J. R., Guffanti, M., and L. J. P. Muffler, (1978). Hydrthermal Cnvectin Systems with Reservir Temperatures 90 C, in Assessment f Gethermal Resurces f the United States 1978, United States Gelgical Survey Circular 790, p

9 DiPipp, R. (2005). Gethermal pwer plants-principles, applicatins, and case studies and envirnmental impact: Elsevier, Oxfrd, 450 p. Gargs, S., Cmbs J.: A refrmulatin f USGS vlumetric heat in place resurce es-timatin methd. Gethermics 2015;55: GethermEx, Inc. (2004). New Gethermal Site Identificatin and Qualificatin, Cnsultant Reprt fr the Califrnia Energy Cmmissin PIER Reprt N. P , April 2004, lcated at ( PIER_Reprts.htm). Grant, M. Stred-heat assessments: a review in the light f field experience. Getherm Energy Sci 2014; 2: Grasby SE, Allen DM, Bell S, Chen Z, Fergusn G, Jessp A, et al. Kelman M, K M, Majrwicz J, Mre M, Raymnd J, Therrien R. Gethermal Energy Resurce Ptential f Canada., Gelgical survey f Canada pen file 6914, Hbbs, M.Y., Frape S.K. (University f Waterl), O. Shuakar-Stash (University f Waterl), L.R. Kennell. Reginal Hydrgechemistry Suthern Ontari Ontari Pwer Generatin, March Jessp, A., Ghmshei, M., & Drury, M. (1991). Gethermal Energy in Canada. Gethermics, 20(5-6), Minea,V., Majrwicz, J. Gelgical, Ecnmical and Envirnmental Assessment f Cmbined Gethermal Pwer and Heat Generatin in Québec, Canada Wrld Gethermal Cngress 2015 Melburne, Australia, (2015), April, Muffler, P. & Cataldi, R., (1978). Methds fr reginal assessment f gethermal resurces. Gethermics, 7(2-4), pp Olasl P, Juárez M, D'Amic S, Liarte I. Enhanced gethermal systems (EGS). a review. Renew Sustain Energy Rev 2016; 56: Rybach L. Classificatin f gethermal resurces by ptential. Getherm Energy Sci 2015; 3:13 7. Shafeen, A., Criset, E., Duglas, P. and Chatzis, I. 2004a, CO2 sequestratin in Ontari, Canada. Part I: Strage evaluatin f ptential reservirs. Energy Cnversin and Management 45: Sanyal SK. Future f Gethermal Energy, Prceedings the Thirty-Fifth Wrkshp n Gethermal Reservir Engineering, Stanfrd University, 2010, SGP-TR-188. Srey, M.L., Nathensn, M., and Smith, C Methds fr Assessing Lw-Temperature Gethermal Resurces. in Reed, M.J., ed., Assessment f Lw-temperature Gethermal Resurces f the United States -1982: U.S. Gelgical Survey Circular 892, p Tester, J.W., et al (2006). The Future f Gethermal Energy: The Impact f Enhanced Gethermal Systems n the United States in the 21st Century (Cambridge, MA: MIT Press) Vaught, T.L., (1980). TEMPERATURE GRADIENTS IN A PORTION OF MICHIGAN: A REVIEW OF THE USEFULNESS OF DATA FROM THE AAPG GEOTHERMAL SURVEY OF NORTH AMERICA Vugrinvich, R., (1989). Subsurface temperatures and surface heat flw in the Michigan Basin and their relatinships t reginal subsurface fluid mvement Williams C. Updated methds fr estimating recvery factrs fr gethermal resurces. In: Prceedings f the thirty-secnd wrkshp n gethermal reservir engineering 2007, Stanfrd University, Stanfrd, Califrnia, USA;

Prospective OIIP volumes in near field exploration prospects at Cliff Head

Prospective OIIP volumes in near field exploration prospects at Cliff Head ASX Annuncement 10 July 2018 ASX:TEG Prspective OIIP vlumes in near field explratin prspects at Cliff Head HIGHLIGHTS Triangle s static mdel includes seven prspective targets acrss fur near field explratin

More information

Plate Tectonics and the Fossil Record

Plate Tectonics and the Fossil Record Plate Tectnics and the Fssil Recrd Accrding t the thery f plate tectnics, the earth's surface is dynamic. The current cnfiguratin f its land and cean masses is the result f mtins that have ccurred ver

More information

Technical Bulletin. Generation Interconnection Procedures. Revisions to Cluster 4, Phase 1 Study Methodology

Technical Bulletin. Generation Interconnection Procedures. Revisions to Cluster 4, Phase 1 Study Methodology Technical Bulletin Generatin Intercnnectin Prcedures Revisins t Cluster 4, Phase 1 Study Methdlgy Release Date: Octber 20, 2011 (Finalizatin f the Draft Technical Bulletin released n September 19, 2011)

More information

Principles of Carbonate Reservoirs

Principles of Carbonate Reservoirs Online In-Service Training and Supprt Prgram Hands-n technical presentatins and exercises, tls, techniques, wrkflws, vide recrdings, and case studies Principles f Carbnate Reservirs Understand the micr

More information

LECTURE 4 THE CONTENTS OF THIS LECTURE ARE AS FOLLOWS: 1.0 INTRODUCTION 2.0 SOURCES OF HEAT IN MINES 3.0 STRATA HEAT

LECTURE 4 THE CONTENTS OF THIS LECTURE ARE AS FOLLOWS: 1.0 INTRODUCTION 2.0 SOURCES OF HEAT IN MINES 3.0 STRATA HEAT LECTURE 4 THE CONTENTS OF THIS LECTURE ARE AS FOLLOWS: 1.0 INTRODUCTION 2.0 SOURCES OF HEAT IN MINES 3.0 STRATA HEAT 3.1 Gethermal Step and Gethermal Gradient 3.2 Thermal Cnductivity f Rcks 3.3 Heat Flux

More information

Module 4: General Formulation of Electric Circuit Theory

Module 4: General Formulation of Electric Circuit Theory Mdule 4: General Frmulatin f Electric Circuit Thery 4. General Frmulatin f Electric Circuit Thery All electrmagnetic phenmena are described at a fundamental level by Maxwell's equatins and the assciated

More information

Panel Analysis of Well Production History in the Barnett Shale

Panel Analysis of Well Production History in the Barnett Shale Panel Analysis f Well Prductin Histry in the Barnett Shale Kenneth Medlck, Likeleli Seitlhek, Gürcan Gülen, Svetlana Iknnikva, and Jhn Brwning fr the study The Rle f Shale Gas in the U.S. Energy Transitin:

More information

Study Group Report: Plate-fin Heat Exchangers: AEA Technology

Study Group Report: Plate-fin Heat Exchangers: AEA Technology Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery

More information

Nye County Groundwater Evaluation Drilling Program. Levi Kryder Nye County NWRPO May 5, 2011

Nye County Groundwater Evaluation Drilling Program. Levi Kryder Nye County NWRPO May 5, 2011 Nye Cunty Grundwater Evaluatin Drilling Prgram Levi Kryder Nye Cunty NWRPO May 5, 2011 Outline Grundwater Evaluatin prgram Drilling prgram bjectives Brehle lcatins Data cllectin Results by gegraphic lcatin

More information

Land Information New Zealand Topographic Strategy DRAFT (for discussion)

Land Information New Zealand Topographic Strategy DRAFT (for discussion) Land Infrmatin New Zealand Tpgraphic Strategy DRAFT (fr discussin) Natinal Tpgraphic Office Intrductin The Land Infrmatin New Zealand Tpgraphic Strategy will prvide directin fr the cllectin and maintenance

More information

The calculation method of small-scale water injection multiple in water drive reservoirs

The calculation method of small-scale water injection multiple in water drive reservoirs Available nline.jcpr.cm Jurnal f Chemical and Pharmaceutical Research, 04, 6(5):04-09 Research Article ISSN : 0975-7384 CODEN(USA) : JCPRC5 The calculatin methd f small-scale ater injectin multiple in

More information

Determining the Accuracy of Modal Parameter Estimation Methods

Determining the Accuracy of Modal Parameter Estimation Methods Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system

More information

ALE 21. Gibbs Free Energy. At what temperature does the spontaneity of a reaction change?

ALE 21. Gibbs Free Energy. At what temperature does the spontaneity of a reaction change? Name Chem 163 Sectin: Team Number: ALE 21. Gibbs Free Energy (Reference: 20.3 Silberberg 5 th editin) At what temperature des the spntaneity f a reactin change? The Mdel: The Definitin f Free Energy S

More information

Subject description processes

Subject description processes Subject representatin 6.1.2. Subject descriptin prcesses Overview Fur majr prcesses r areas f practice fr representing subjects are classificatin, subject catalging, indexing, and abstracting. The prcesses

More information

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical

More information

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION NUROP Chinese Pinyin T Chinese Character Cnversin NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION CHIA LI SHI 1 AND LUA KIM TENG 2 Schl f Cmputing, Natinal University f Singapre 3 Science

More information

Chapter 1 Notes Using Geography Skills

Chapter 1 Notes Using Geography Skills Chapter 1 Ntes Using Gegraphy Skills Sectin 1: Thinking Like a Gegrapher Gegraphy is used t interpret the past, understand the present, and plan fr the future. Gegraphy is the study f the Earth. It is

More information

1. Introduction. Lab 4 - Geophysics 424, October 29, One-dimensional Interpretation of Magnetotelluric Data

1. Introduction. Lab 4 - Geophysics 424, October 29, One-dimensional Interpretation of Magnetotelluric Data Lab 4 - Gephysics 424, Octber 29, 2018 One-dimensinal Interpretatin f Magnettelluric Data Lab reprt is due by 5 p.m. Nvember 5, 2018 All late reprts require a valid reasn t be accepted. Include answers

More information

A Polarimetric Survey of Radio Frequency Interference in C- and X-Bands in the Continental United States using WindSat Radiometry

A Polarimetric Survey of Radio Frequency Interference in C- and X-Bands in the Continental United States using WindSat Radiometry A Plarimetric Survey f Radi Frequency Interference in C- and X-Bands in the Cntinental United States using WindSat Radimetry Steven W. Ellingsn Octber, Cntents Intrductin WindSat Methdlgy Analysis f RFI

More information

AGM PRESENTATION 22 nd MAY Exploration Opportunities in Tanzania: Why Aminex believes in the potential of the Nyuni and Ruvuma PSAs

AGM PRESENTATION 22 nd MAY Exploration Opportunities in Tanzania: Why Aminex believes in the potential of the Nyuni and Ruvuma PSAs AGM PRESENTATION 22 nd MAY 2013 Explratin Opprtunities in Tanzania: Why Aminex believes in the ptential f the Nyuni and Ruvuma PSAs Intrductin Aminex has been in Tanzania since 2002 when the East African

More information

How do scientists measure trees? What is DBH?

How do scientists measure trees? What is DBH? Hw d scientists measure trees? What is DBH? Purpse Students develp an understanding f tree size and hw scientists measure trees. Students bserve and measure tree ckies and explre the relatinship between

More information

Biocomputers. [edit]scientific Background

Biocomputers. [edit]scientific Background Bicmputers Frm Wikipedia, the free encyclpedia Bicmputers use systems f bilgically derived mlecules, such as DNA and prteins, t perfrm cmputatinal calculatins invlving string, retrieving, and prcessing

More information

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) > Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);

More information

BOUNDED UNCERTAINTY AND CLIMATE CHANGE ECONOMICS. Christopher Costello, Andrew Solow, Michael Neubert, and Stephen Polasky

BOUNDED UNCERTAINTY AND CLIMATE CHANGE ECONOMICS. Christopher Costello, Andrew Solow, Michael Neubert, and Stephen Polasky BOUNDED UNCERTAINTY AND CLIMATE CHANGE ECONOMICS Christpher Cstell, Andrew Slw, Michael Neubert, and Stephen Plasky Intrductin The central questin in the ecnmic analysis f climate change plicy cncerns

More information

Numerical Simulation of the Thermal Resposne Test Within the Comsol Multiphysics Environment

Numerical Simulation of the Thermal Resposne Test Within the Comsol Multiphysics Environment Presented at the COMSOL Cnference 2008 Hannver University f Parma Department f Industrial Engineering Numerical Simulatin f the Thermal Respsne Test Within the Cmsl Multiphysics Envirnment Authr : C. Crradi,

More information

MAJOR 40,000m GOLD EXPLORATION DRILLING PROGRAM COMMENCES

MAJOR 40,000m GOLD EXPLORATION DRILLING PROGRAM COMMENCES 2 Nvember 2016 MAJOR 40,000m GOLD EXPLORATION DRILLING PROGRAM COMMENCES Highlights A majr explratin drilling prgram has cmmenced n the Tampia Gld Prject t scpe the extent f the knwn gld resurce thrugh

More information

Uncertainties in TRP Measurements Due to Finite Range Lengths

Uncertainties in TRP Measurements Due to Finite Range Lengths Uncertainties in TRP Measurements Due t Finite Range Lengths James D Huff Carl W Sirles The Hwland Cmpany, Inc 4540 Atwater Curt, Suite 107 Bufrd, Gergia 30518 Abstract Ttal Radiated Pwer (TRP) and Ttal

More information

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must M.E. Aggune, M.J. Dambrg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment f pwer systems using artificial neural netwrks", Prceedings f the NSF Wrkshp n Applicatins

More information

The standards are taught in the following sequence.

The standards are taught in the following sequence. B L U E V A L L E Y D I S T R I C T C U R R I C U L U M MATHEMATICS Third Grade In grade 3, instructinal time shuld fcus n fur critical areas: (1) develping understanding f multiplicatin and divisin and

More information

SOIL PROPERTIES STUDY NOTES

SOIL PROPERTIES STUDY NOTES SOIL PROPERTIES STUDY NOTES UNIT I SOIL PROPERTIES Objectives and Values f Getechnical Engineering Physical prperties f sil Phase relatins, Grain size distributin, Atterberg Limits, Sil descriptin and

More information

Effect of Conductivity Between Fasteners and Aluminum Skin On Eddy Current Specimens. Abstract

Effect of Conductivity Between Fasteners and Aluminum Skin On Eddy Current Specimens. Abstract Effect f Cnductivity Between Fasteners and Aluminum Skin n Eddy Current Specimens David G. Mre Sandia Natinal Labratries Federal Aviatin Administratin Airwrthiness Assurance ND Validatin Center Albuquerque,

More information

DEFENSE OCCUPATIONAL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE

DEFENSE OCCUPATIONAL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE DEFENSE OCCUPATIOL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE 20 JUNE 2017 V1.0 i TABLE OF CONTENTS 1 INTRODUCTION... 1 2 CONCEPT

More information

RN52-STK2 Starter Kit

RN52-STK2 Starter Kit The RN52-STK2 Starter Kit has everything yu need t kick-start yur prject and is a great tl fr develpers: Prf f cncept prttypes as well as final cmmercial slutins. fr educatinal use: Natural sciences curses

More information

SIGNIFICANT GOLD RESULTS FROM BARLEE

SIGNIFICANT GOLD RESULTS FROM BARLEE A Level 2, 46 Ord Street West Perth WA 6005 P 08 9476 9200 F 08 9476 9099 E admin@beacnminerals.cm ASX ANNOUNCEMENT 20 March 2007 The Manager Cmpany Annuncements Office Australian Stck Exchange Limited

More information

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax .7.4: Direct frequency dmain circuit analysis Revisin: August 9, 00 5 E Main Suite D Pullman, WA 9963 (509) 334 6306 ice and Fax Overview n chapter.7., we determined the steadystate respnse f electrical

More information

UN Committee of Experts on Environmental Accounting New York, June Peter Cosier Wentworth Group of Concerned Scientists.

UN Committee of Experts on Environmental Accounting New York, June Peter Cosier Wentworth Group of Concerned Scientists. UN Cmmittee f Experts n Envirnmental Accunting New Yrk, June 2011 Peter Csier Wentwrth Grup f Cncerned Scientists Speaking Ntes Peter Csier: Directr f the Wentwrth Grup Cncerned Scientists based in Sydney,

More information

Slope Stability Model of the Questa Rock Pile Phase 1

Slope Stability Model of the Questa Rock Pile Phase 1 2 Prceedings Tailings and Mine Waste 2011 Slpe Stability Mdel f the Questa Rck Pile Phase 1 Murray Fredlund SilVisin Systems Ltd., Saskatn, Canada Rbert Thde SilVisin Systems Ltd., Saskatn, Canada Dirk

More information

Main Menu. SEG Houston 2009 International Exposition and Annual Meeting. Summary

Main Menu. SEG Houston 2009 International Exposition and Annual Meeting. Summary CO elcity Measurements and Mdels r Temperatures dwn t -10 C and up t 00 C and Pressures up t 100 MPa Min Sun* and De-hua Han, Rck Physics Lab, University Hustn Micheal Batzle, Clrad Schl Mines Summary

More information

AMERICAN PETROLEUM INSTITUTE API RP 581 RISK BASED INSPECTION BASE RESOURCE DOCUMENT BALLOT COVER PAGE

AMERICAN PETROLEUM INSTITUTE API RP 581 RISK BASED INSPECTION BASE RESOURCE DOCUMENT BALLOT COVER PAGE Ballt ID: Title: USING LIFE EXTENSION FACTOR (LEF) TO INCREASE BUNDLE INSPECTION INTERVAL Purpse: 1. Prvides a methd t increase a bundle s inspectin interval t accunt fr LEF. 2. Clarifies Table 8.6.5 Als

More information

Keywords: Geothermal power plants Resource assessment Geothermal reservoirs Drilling Injection testing Core samples. Volume 2: Application in Hawaii

Keywords: Geothermal power plants Resource assessment Geothermal reservoirs Drilling Injection testing Core samples. Volume 2: Application in Hawaii EPRI Electric Pwer Research Institute Keywrds: Gethermal pwer plants Resurce assessment Gethermal reservirs Drilling Injectin testing Cre samples EPRI TR-103399-V2 Prject 1994-04 Final Reprt December 1993

More information

WRITING THE REPORT. Organizing the report. Title Page. Table of Contents

WRITING THE REPORT. Organizing the report. Title Page. Table of Contents WRITING THE REPORT Organizing the reprt Mst reprts shuld be rganized in the fllwing manner. Smetime there is a valid reasn t include extra chapters in within the bdy f the reprt. 1. Title page 2. Executive

More information

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal

More information

Comprehensive Exam Guidelines Department of Chemical and Biomolecular Engineering, Ohio University

Comprehensive Exam Guidelines Department of Chemical and Biomolecular Engineering, Ohio University Cmprehensive Exam Guidelines Department f Chemical and Bimlecular Engineering, Ohi University Purpse In the Cmprehensive Exam, the student prepares an ral and a written research prpsal. The Cmprehensive

More information

Statistics, Numerical Models and Ensembles

Statistics, Numerical Models and Ensembles Statistics, Numerical Mdels and Ensembles Duglas Nychka, Reinhard Furrer,, Dan Cley Claudia Tebaldi, Linda Mearns, Jerry Meehl and Richard Smith (UNC). Spatial predictin and data assimilatin Precipitatin

More information

z = Geometric height (m)

z = Geometric height (m) 13 Z = Geptential height (m) = Lapse rate (6.5 K km -1 ) R = Gas cnstant fr dry air (287 Jkg -1 K) g = Acceleratin f gravity (9.8 ms -2 ) TS = Surface Temperature (K) p = Initial air pressure (Assumptin:

More information

Power Formulas for Various Energy Resources and Their Application

Power Formulas for Various Energy Resources and Their Application EP@BHS-TOPIC 2: Energy, UNIT2.2: Energy Cnversin and Efficiency Page 1 UNIT 2.2 Energy Cnversin and Efficiency Purpse Once energy resurces are effectively utilized, cnversin t ther frms f energy is necessary

More information

Systems and Modeling Introduction

Systems and Modeling Introduction Systems and Mdeling Intrductin What is a system? System: A cllectin f intercnnected parts that functin as a cmplex whle, thrugh which matter cycles and energy flws. System Characteristics Systems are made

More information

GROWTH PHASES IN THE LIFE OF A LICHEN THALLUS

GROWTH PHASES IN THE LIFE OF A LICHEN THALLUS New Phytl. (974) 73, 93-98. GROWTH PHSES N THE LFE OF LCHEN THLLUS BY R.. RMSTRONG The Btany Schl, Oxfrd University {Received 2 March 974) SUMMRY The grwth rates f thalli f flise saxiclus lichens befre

More information

ACCELEROGRAPH RECORDINGS OF THE M USA EARTHQUAKE 16 SEPTEMBER, 1972

ACCELEROGRAPH RECORDINGS OF THE M USA EARTHQUAKE 16 SEPTEMBER, 1972 115 ACCELEROGRAPH RECORDINGS OF THE M USA EARTHQUAKE 16 SEPTEMBER, 1972 B.Gauir SUMMARY On 16 September, 1972 at 04 15 09.8 UT an earthquake f magnitude ML 5.0 ccurred in sutheast Papua within abut 20

More information

ChE 471: LECTURE 4 Fall 2003

ChE 471: LECTURE 4 Fall 2003 ChE 47: LECTURE 4 Fall 003 IDEL RECTORS One f the key gals f chemical reactin engineering is t quantify the relatinship between prductin rate, reactr size, reactin kinetics and selected perating cnditins.

More information

First Semester 6 th Grade Exam Review

First Semester 6 th Grade Exam Review Name: Perid First Semester 6 th Grade Exam Review Exam Schedule: Tuesday, Dec. 18 th -4 th Perid Wednesday, Dec 19 th - 2 nd & 7 th Perids Thursday, Dec. 20 th - 3 rd and 6 th Perids Friday, Dec. 21 th

More information

THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC TESTS OF ELECTRONIC ASSEMBLIES

THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC TESTS OF ELECTRONIC ASSEMBLIES PREFERRED RELIABILITY PAGE 1 OF 5 PRACTICES PRACTICE NO. PT-TE-1409 THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC Practice: Perfrm all thermal envirnmental tests n electrnic spaceflight hardware in a flight-like

More information

UNIT IX: ROCKS NOTES PACKET

UNIT IX: ROCKS NOTES PACKET UNIT IX: Rcks Ntes Packet UNIT IX: ROCKS NOTES PACKET Picture: Lwer Falls n the Genesee River in Rchester, NY. Here the variable weathering rates have expsed a number f unique rck layers all f which are

More information

We respond to each of ORR s specific consultation questions in Annex A to this letter.

We respond to each of ORR s specific consultation questions in Annex A to this letter. Je Quill Office f Rail Regulatin One Kemble Street Lndn, WC2B 4AN Hannah Devesn Regulatry Refrm Specialist Netwrk Rail Kings Place, 90 Yrk Way Lndn, N1 9AG Email:hannah.devesn@netwrkrail.c.uk Telephne:

More information

Evaluation of the outdoor thermal environment in redevelopment buildings in front of Osaka Station based on observations

Evaluation of the outdoor thermal environment in redevelopment buildings in front of Osaka Station based on observations Academic Article Jurnal f Heat Island Institute Internatinal Vl. 9-2 (2014) Evaluatin f the utdr thermal envirnment in redevelpment buildings in frnt f Osaka Statin based n bservatins Kentar Ayama *1 Sae

More information

DATING LUNAR SURFACE FEATURES BY USING CRATER FREQUENCIES* T. J. Kreiter

DATING LUNAR SURFACE FEATURES BY USING CRATER FREQUENCIES* T. J. Kreiter DATING LUNAR SURFACE FEATURES BY USING CRATER FREQUENCIES* T. J. Kreiter Divisin f Space Sciences Jet Prpulsin Labratry Califrnia Institute f Technlgy INTRODUCTION Several theries have been advanced relating

More information

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 October 8, Please grade the following questions: 1 or 2

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 October 8, Please grade the following questions: 1 or 2 CEE 371 Octber 8, 2009 Exam #1 Clsed Bk, ne sheet f ntes allwed Please answer ne questin frm the first tw, ne frm the secnd tw and ne frm the last three. The ttal ptential number f pints is 100. Shw all

More information

High penetration of renewable resources and the impact on power system stability. Dharshana Muthumuni

High penetration of renewable resources and the impact on power system stability. Dharshana Muthumuni High penetratin f renewable resurces and the impact n pwer system stability Dharshana Muthumuni Outline Intrductin Discussin f case studies Suth Australia system event f September 2016 System Study integratin

More information

A MODEL FOR THERMOPHYSICAL PROPERTIES OF CO 2 -BRINE MIXTURES AT ELEVATED TEMPERATURES AND PRESSURES

A MODEL FOR THERMOPHYSICAL PROPERTIES OF CO 2 -BRINE MIXTURES AT ELEVATED TEMPERATURES AND PRESSURES PROCEEDINGS, Thirty-Sixth Wrkshp n Gethermal Reservir Engineering Stanfrd University, Stanfrd, Califrnia, January 31 - February 2, 211 SGP-TR-191 A MODEL FOR TERMOPYSICAL PROPERTIES OF CO 2 -BRINE MIXTURES

More information

Chapter 11: Atmosphere

Chapter 11: Atmosphere Chapter 11: Atmsphere Sectin 1: Atmspheric Basics Objectives 1. Describe the cmpsitin f the atmsphere. 2. Cmpare and cntrast the varius layers f the atmsphere. 3. Identify three methds f transferring energy

More information

ACOUSTIC LOGGING GUIDED WAVES IN TRANSVERSELY ISOTROPIC FORMATIONS

ACOUSTIC LOGGING GUIDED WAVES IN TRANSVERSELY ISOTROPIC FORMATIONS ACOUSTIC LOGGING GUIDED WAVES IN TRANSVERSELY ISOTROPIC FORMATIONS by K. J. Ellefsen, C. H. Cheng, and D.P. Schmitt" Earth Resurces Labratry Department f Earth, Atmspheric, and Planetary Sciences Massachusetts

More information

Chapter 31: Galaxies and the Universe

Chapter 31: Galaxies and the Universe Chapter 31: Galaxies and the Universe Sectin 1: The Milky Way Galaxy Objectives 1. Determine the size and shape f the Milky Way, as well as Earth s lcatin within it. 2. Describe hw the Milky Way frmed.

More information

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeff Reading: Chapter 2 STATS 202: Data mining and analysis September 27, 2017 1 / 20 Supervised vs. unsupervised learning In unsupervised

More information

Green economic transformation in Europe: territorial performance, potentials and implications

Green economic transformation in Europe: territorial performance, potentials and implications ESPON Wrkshp: Green Ecnmy in Eurpean Regins? Green ecnmic transfrmatin in Eurpe: territrial perfrmance, ptentials and implicatins Rasmus Ole Rasmussen, NORDREGIO 29 September 2014, Brussels Green Grwth:

More information

Part 3 Introduction to statistical classification techniques

Part 3 Introduction to statistical classification techniques Part 3 Intrductin t statistical classificatin techniques Machine Learning, Part 3, March 07 Fabi Rli Preamble ØIn Part we have seen that if we knw: Psterir prbabilities P(ω i / ) Or the equivalent terms

More information

CAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank

CAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank CAUSAL INFERENCE Technical Track Sessin I Phillippe Leite The Wrld Bank These slides were develped by Christel Vermeersch and mdified by Phillippe Leite fr the purpse f this wrkshp Plicy questins are causal

More information

Drought damaged area

Drought damaged area ESTIMATE OF THE AMOUNT OF GRAVEL CO~TENT IN THE SOIL BY A I R B O'RN EMS S D A T A Y. GOMI, H. YAMAMOTO, AND S. SATO ASIA AIR SURVEY CO., l d. KANAGAWA,JAPAN S.ISHIGURO HOKKAIDO TOKACHI UBPREFECTRAl OffICE

More information

Emphases in Common Core Standards for Mathematical Content Kindergarten High School

Emphases in Common Core Standards for Mathematical Content Kindergarten High School Emphases in Cmmn Cre Standards fr Mathematical Cntent Kindergarten High Schl Cntent Emphases by Cluster March 12, 2012 Describes cntent emphases in the standards at the cluster level fr each grade. These

More information

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff

Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeoff Lecture 2: Supervised vs. unsupervised learning, bias-variance tradeff Reading: Chapter 2 STATS 202: Data mining and analysis September 27, 2017 1 / 20 Supervised vs. unsupervised learning In unsupervised

More information

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2 CEE 371 March 10, 2009 Exam #1 Clsed Bk, ne sheet f ntes allwed Please answer ne questin frm the first tw, ne frm the secnd tw and ne frm the last three. The ttal ptential number f pints is 100. Shw all

More information

Intelligent Pharma- Chemical and Oil & Gas Division Page 1 of 7. Global Business Centre Ave SE, Calgary, AB T2G 0K6, AB.

Intelligent Pharma- Chemical and Oil & Gas Division Page 1 of 7. Global Business Centre Ave SE, Calgary, AB T2G 0K6, AB. Intelligent Pharma- Chemical and Oil & Gas Divisin Page 1 f 7 Intelligent Pharma Chemical and Oil & Gas Divisin Glbal Business Centre. 120 8 Ave SE, Calgary, AB T2G 0K6, AB. Canada Dr. Edelsys Cdrniu-Business

More information

Evolution. Diversity of Life. Lamarck s idea is called the. If a body

Evolution. Diversity of Life. Lamarck s idea is called the. If a body Evlutin Diversity f Life Lamarck s Thery f Evlutin Lamarck s idea is called the. If a bdy part were used, it gt strnger. If bdy part NOT used, it deterirated Lamarck is credited with helping put evlutin

More information

Process Engineering Thermodynamics E (4 sp) Exam

Process Engineering Thermodynamics E (4 sp) Exam Prcess Engineering Thermdynamics 42434 E (4 sp) Exam 9-3-29 ll supprt material is allwed except fr telecmmunicatin devices. 4 questins give max. 3 pints = 7½ + 7½ + 7½ + 7½ pints Belw 6 questins are given,

More information

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Sandy D. Balkin Dennis K. J. Lin y Pennsylvania State University, University Park, PA 16802 Sandy Balkin is a graduate student

More information

A Matrix Representation of Panel Data

A Matrix Representation of Panel Data web Extensin 6 Appendix 6.A A Matrix Representatin f Panel Data Panel data mdels cme in tw brad varieties, distinct intercept DGPs and errr cmpnent DGPs. his appendix presents matrix algebra representatins

More information

Writing Guidelines. (Updated: November 25, 2009) Forwards

Writing Guidelines. (Updated: November 25, 2009) Forwards Writing Guidelines (Updated: Nvember 25, 2009) Frwards I have fund in my review f the manuscripts frm ur students and research assciates, as well as thse submitted t varius jurnals by thers that the majr

More information

Interference is when two (or more) sets of waves meet and combine to produce a new pattern.

Interference is when two (or more) sets of waves meet and combine to produce a new pattern. Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme

More information

NGSS High School Physics Domain Model

NGSS High School Physics Domain Model NGSS High Schl Physics Dmain Mdel Mtin and Stability: Frces and Interactins HS-PS2-1: Students will be able t analyze data t supprt the claim that Newtn s secnd law f mtin describes the mathematical relatinship

More information

Temperature Regime of Boreholes: Cementing of Production Liners

Temperature Regime of Boreholes: Cementing of Production Liners PROCEEINGS, Thirty-Ninth Wrkshp n Gethermal Reservir Engineering Stanfrd University, Stanfrd, Califrnia, February 4-6, 014 SGP-TR-0 Temperature Regime f Brehles: Cementing f Prductin Liners Izzy M. Kutasv

More information

1. Transformer A transformer is used to obtain the approximate output voltage of the power supply. The output of the transformer is still AC.

1. Transformer A transformer is used to obtain the approximate output voltage of the power supply. The output of the transformer is still AC. PHYSIS 536 Experiment 4: D Pwer Supply I. Intrductin The prcess f changing A t D is investigated in this experiment. An integrated circuit regulatr makes it easy t cnstruct a high-perfrmance vltage surce

More information

Weathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science

Weathering. Title: Chemical and Mechanical Weathering. Grade Level: Subject/Content: Earth and Space Science Weathering Title: Chemical and Mechanical Weathering Grade Level: 9-12 Subject/Cntent: Earth and Space Science Summary f Lessn: Students will test hw chemical and mechanical weathering can affect a rck

More information

Edexcel GCSE Physics

Edexcel GCSE Physics Edexcel GCSE Physics Tpic 10: Electricity and circuits Ntes (Cntent in bld is fr Higher Tier nly) www.pmt.educatin The Structure f the Atm Psitively charged nucleus surrunded by negatively charged electrns

More information

BASD HIGH SCHOOL FORMAL LAB REPORT

BASD HIGH SCHOOL FORMAL LAB REPORT BASD HIGH SCHOOL FORMAL LAB REPORT *WARNING: After an explanatin f what t include in each sectin, there is an example f hw the sectin might lk using a sample experiment Keep in mind, the sample lab used

More information

, which yields. where z1. and z2

, which yields. where z1. and z2 The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin

More information

NATURAL CONVECTION HEAT TRANSFER FROM A HEAT SINK WITH FINS OF DIFFERENT CONFIGURATION

NATURAL CONVECTION HEAT TRANSFER FROM A HEAT SINK WITH FINS OF DIFFERENT CONFIGURATION Internatinal Jurnal f Innvatin and Applied Studies ISSN 2028-9324 Vl. 9 N. 3 Nv. 2014, pp. 1043-1047 2014 Innvative Space f Scientific Research Jurnals http://www.ijias.issr-jurnals.rg/ NATURAL CONVECTION

More information

5 th grade Common Core Standards

5 th grade Common Core Standards 5 th grade Cmmn Cre Standards In Grade 5, instructinal time shuld fcus n three critical areas: (1) develping fluency with additin and subtractin f fractins, and develping understanding f the multiplicatin

More information

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals f Diffusin Diffusin: Transprt in a slid, liquid, r gas driven by a cncentratin gradient (r, in the case f mass transprt, a chemical ptential

More information

RN53 Radon Detector. RN53-STK Starter Kit

RN53 Radon Detector. RN53-STK Starter Kit The RN53-STK Starter Kit has everything yu need t kick-start yur prject and is a great tl fr develpers: Prf f cncept prttypes as well as final cmmercial slutins. fr educatinal use: Natural science curses

More information

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c Materials Science Frum Online: 2009-08-31 ISSN: 1662-9752, Vls. 628-629, pp 623-628 di:10.4028/www.scientific.net/msf.628-629.623 2009 Trans Tech Publicatins, Switzerland 3D FE Mdeling Simulatin f Cld

More information

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 6. An electrchemical cell is cnstructed with an pen switch, as shwn in the diagram abve. A strip f Sn and a strip f an unknwn metal, X, are used as electrdes.

More information

ENSC Discrete Time Systems. Project Outline. Semester

ENSC Discrete Time Systems. Project Outline. Semester ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding

More information

THERMAL TEST LEVELS & DURATIONS

THERMAL TEST LEVELS & DURATIONS PREFERRED RELIABILITY PAGE 1 OF 7 PRACTICES PRACTICE NO. PT-TE-144 Practice: 1 Perfrm thermal dwell test n prtflight hardware ver the temperature range f +75 C/-2 C (applied at the thermal cntrl/munting

More information

Thermodynamics and Equilibrium

Thermodynamics and Equilibrium Thermdynamics and Equilibrium Thermdynamics Thermdynamics is the study f the relatinship between heat and ther frms f energy in a chemical r physical prcess. We intrduced the thermdynamic prperty f enthalpy,

More information

Electric Current and Resistance

Electric Current and Resistance Electric Current and Resistance Electric Current Electric current is the rate f flw f charge thrugh sme regin f space The SI unit f current is the ampere (A) 1 A = 1 C / s The symbl fr electric current

More information

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE

EXPERIMENTAL STUDY ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE EXPERIMENTAL STUD ON DISCHARGE COEFFICIENT OF OUTFLOW OPENING FOR PREDICTING CROSS-VENTILATION FLOW RATE Tmnbu Gt, Masaaki Ohba, Takashi Kurabuchi 2, Tmyuki End 3, shihik Akamine 4, and Tshihir Nnaka 2

More information

Matter Content from State Frameworks and Other State Documents

Matter Content from State Frameworks and Other State Documents Atms and Mlecules Mlecules are made f smaller entities (atms) which are bnded tgether. Therefre mlecules are divisible. Miscnceptin: Element and atm are synnyms. Prper cnceptin: Elements are atms with

More information

This project has received funding from the European Union s Horizon 2020 research and innovation programme under grant agreement number

This project has received funding from the European Union s Horizon 2020 research and innovation programme under grant agreement number This prject has received funding frm the Eurpean Unin s Hrizn 2020 research and innvatin prgramme under grant agreement number 727524. Credit t & http://www.h3uni.rg/ https://ec.eurpa.eu/jrc/en/publicatin/eur-scientific-andtechnical-research-reprts/behaviural-insights-appliedplicy-eurpean-reprt-2016

More information

Chapter 30: Stars. B. The Solar Interior 1. Core : the combining of lightweight nuclei into heavier nuclei

Chapter 30: Stars. B. The Solar Interior 1. Core : the combining of lightweight nuclei into heavier nuclei Chapter 30: Stars Sectin 1: The Sun Objectives 1. Explre the structure f the Sun. 2. Describe the slar activity cycle and hw the Sun affects Earth. 3. Cmpare the different types f spectra. A. Prperties

More information

SGP - TR - 30 PROCEEDINGS FOURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING. Editors. December13-15, , 1978 SGP - TR - 30 CONF

SGP - TR - 30 PROCEEDINGS FOURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING. Editors. December13-15, , 1978 SGP - TR - 30 CONF SGP - TR - 30 SGP - TR - 30 CON-781222-26 PROCEEDINGS OURTH WORKSHOP GEOTHERMAL RESERVOIR ENGINEERING Paul Paul Krugerand and Henry.. Ramey, Ramey., r. r. Editrs December13-15, 13-15., 1978 DISTRIBUTION

More information

THE PARTITION OF ENERGY INTO WAVES AND CURRENTS

THE PARTITION OF ENERGY INTO WAVES AND CURRENTS THE PARTITION OF ENERGY INTO WAVES AND CURRENTS W. Perrie, C. Tang, Y. Hu and B.M. DeTracy Fisheries & Oceans Canada, Bedfrd Institute f Oceangraphy, Dartmuth, Nva Sctia, Canada 1. INTRODUCTION Ocean mdels

More information