Slope Stability Model of the Questa Rock Pile Phase 1

Size: px
Start display at page:

Download "Slope Stability Model of the Questa Rock Pile Phase 1"

Transcription

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 van Zyl University f British Clumbia., Vancuver, Canada Abstract The Gat Hill mine rck piles at the Questa Mine in New Mexic have experienced natural debris flw and deep seated mvement requiring mitigatin measures be designed and implemented. This paper describes the slpe stability mdeling cmpleted using the SVSlpe finite element slpe stability sftware, as well as the methd with which material parameters were determined. The relative impact f parameters such as slip surface depth, frictin angle, chesin and Pissn s rati were als examined. It was fund that shallw failures will mst likely be caused by changes in the matric suctin due t rainfall events. Deeper slip surfaces required a crrespnding increase in chesin. The angle f internal frictin f the layers is deemed t be the determining factr in any slpe stability analysis. Intrductin The mine rck piles at the Questa mine extend t a height f 488 meters with slpe angles f apprximately 36. Natural failures within alteratin scars that prduce debris flws have been bserved in the vicinity f the mine rck piles. Furthermre, deep-seated mvement has ccurred in the Gathill Nrth (GHN) rck pile requiring excavatin and earthwrks t stabilize the slpes. This paper summarizes the numerical mdeling related t the stability f the Gathill Nrth rck pile. The questin t be addressed is whether further failures will ccur in the future within the mine rck piles as weathering f the mine rck prgresses with time r under variable cnditins assciated with climatic events. Slpe Stability Mdeling The scpe f the slpe stability study invlves a sensitivity analysis fr the Gathill Nrth (GHN) rck pile. The influence f a change in sil shear strength parameters as influenced by weathering factrs will be determined. The study will invlve the applicatin f finite-element based stability analysis as well as the applicatin f limit equilibrium methds. The SVSlpe slpe stability sftware is used in rder t study the influence f weak layers n the stability f the slpe. The pre-water pressure distributins were cmputed in a separate seepage study. These are used as input int the slpe stability analysis sftware t determine the influence f seepage scenaris n the stability mdel. A particular fcus f the study is the examinatin f ptential thin weak layers and their impact n the stability analysis. The weathering aspects f these weak layers and the resulting influence n stability will be determined thrugh a sensitivity analysis f the slpe stability mdel. Sme sil layers may increase with strength in time and thers may weaken with time. The influence f weathering n chesin and the angle f internal frictin will be examined in detail. Assumed variatins f these parameters are then used in the determinatin f resulting influences n verall stability.

2 Prceedings Tailings and Mine Waste Mdeling Apprach The cmbinatin f seepage and slpe stability mdels will be first used t quantify mdel inputs. The effects f each mdel input n the resulting factr f safety are then examined. Given the current large number f mdel input parameters, it is f utmst imprtance t determine the relative influence f each f these input parameters n the factr f safety calculatin. There is a cmplicatin that arises frm a study in which s many input parameters are varying and it invlves the determinatin f the relative influence f each parameter. It is als preferable t determine the relative influence f each mdel input parameter in a prbabilistic manner. The Alternate Pint Estimate Methd (APEM) was utilized t quantify variability in this study. The purpse f the numerical mdeling f Phase I f this prject was t identify parameters sensitive t the slpe stability numerical mdeling as well as the seepage numerical mdeling study. Subsequent phases f the prject will address the variatin f mdel parameters in a mre cmprehensive manner. The fcus f the Phase I numerical mdeling prgram is n the valuatin f shallw r intermediate class slip surfaces. Deep failure surfaces may be cnsidered at a later time. Sil Parameters A cnsiderable amunt f field and labratry infrmatin has been cllected. It was prpsed that the best apprach t the numerical mdeling study was t take a snap sht f the data at a particular time and use this as a starting pint fr the numerical mdeling prgram. Subsequent field and labratry results can allw further numerical mdel refinement in the future. Data was btained frm the University British Clumbia Team, UBC, r extracted frm the New Mexic Tech, NMT, database n Nvember 24, Samples cllected by NMT were btained frm the lcatins in the trenches created during destructin f the waste rck pile. Slpe Stability Results Phase I f the numerical mdeling slpe stability study started with the use f a selected generic gemetry. Subsequent t the generic slpe study, a series f scenaris were examined based n a particular tw-dimensinal slice taken thrugh the Gat Hill Nrth gemetry. The study invlves an analysis f ptential intermediate and shallw failure surface mechanisms. An infinite slpe analysis prvided an analysis f shallw slides. The effect f Pissn s rati n the depth f the slip surface generated using SVSlpe was als examined. A specific slice thrugh the GHN pre-destructin gemetry was selected fr further analysis. Analyses perfrmed include the evaluatin f a hmgeneus slpe, the evaluatin f a layered slpe, and the analysis f a mre rigrus versin f the tw-dimensinal slice thrugh the rubble and clluvium layers. Layered Analysis with Varying Pissn s Ratis The influence f Pissn s Rati n the lcatin f the slip surface and the value f the factr f safety prmpted further study regarding pssible limits f variatin. A mdel was therefre selected which had layered stratigraphy in a reccurring weak and strng sequence. The strng layers were then left unchanged and the sil parameters f the weak layers were changed. Three scenaris were cnsidered in which the angle f internal frictin (phi) was varied between degrees. The Pissn s Rati values fr the three scenaris are 0.32, 0.42 and The angle f internal frictin (phi) was changed fr three Pissn s Rati values. The results are presented in Figure

3 4 Prceedings Tailings and Mine Waste The effect f varying the angle f internal frictin can be seen t be essentially linear in each scenari. A cnstant slpe angle f 38 degrees was cnsidered fr all layered analysis scenaris Pissns Rati: 0.32 Pissns Rati: 0.42 Pissns Rati: 0.48 Factr f safety Frictin Angle (degrees) Figure 1: Effect f Changing the Angle f internal frictin at three Pissn's Ratis The lcatin f the slip surface des nt seem t change significantly when varying the angle f internal frictin. The results presented in Figure 2 illustrate this pint. It can als be seen in Figure 3 that the lcatin f the critical slip surface des nt vary significantly. The nly difference between Figure 2 and Figure 3 is that the Pissn s Rati is changed frm 0.32 t It shuld als be nted that when the angle f internal frictin f the weak layer is reduced t a value less than the angle f internal frictin f the cntiguus layer the slip surface tends t fllw the weak layer. Slip surface pints abve the grund are a numerical artifact f the numerical methd and can be ignred Grund Surface w s w s w s w s w s Weak Layer: Phi=40 ; c=0 ; PR=0.32 ; FS=1.58 Weak Layer: Phi=30 ; c=0 ; PR=0.32 ; FS=1.33 Weak Layer: Phi=20 ; c=0 ; PR=0.32 ; FS=1.09 Y (m) X (m)

4 Prceedings Tailings and Mine Waste Figure 2: Effect f varying the angle f internal frictin when Pissn's Rati is equal t Slpe angle is 38 degrees. 80 Weak Layer: Phi=40 ; c=0 ; PR=0.42 ; FS= Weak Layer: Phi=30 ; c=0 ; PR=0.42 ; FS= Grund Surface w s w s w s w s w s Weak Layer: Phi=20 ; c=0 ; PR=0.42 ; FS=0.85 Y (m) Figure 3: Effect f varying the angle f internal frictin when Pissn's Rati is equal t Slpe angle is 38 degrees. X (m) Figure 4 presents the results f varying the angle f internal frictin with a cnstant Pissn s Rati f 0.48 and a chesin f 10 kpa. The variatin in the lcatin f the slip surface can be seen t be minimal but the value f the factr f safety varies between 0.97 and Grund Surface w s w s w s w s w s Weak Layer: Phi=40 ; c=10 ; PR=0.48 ; FS=1.32 Weak Layer: Phi=30 ; c=10 ; PR=0.48 ; FS=1.16 Weak Layer: Phi=20 ; c=10 ; PR=0.48 ; FS=0.97 Y (m) Figure 4: Effect f varying the angle f internal frictin when Pissn's Rati is equal t 0.48 and chesin is equal t 10 kpa. Slpe angle is 38 degrees. X (m)

5 6 Prceedings Tailings and Mine Waste 2011 The preceding figures have illustrated the changes in factr f safety that can be assciated with varying the angle f internal frictin. Figure 5 presents the results f varying the chesin in weak layers. The angle f internal frictin f the weak layers was made t be 20 fr the material with a Pissn s Rati f 0.42 and 40 fr the material with a Pissn s Rati f The figure shws that there is a muting effect n the chesin f a sil as the Pissn s Rati is lwered. The relative influence f increases in chesin can be seen by the slpes f each line. The break in the slpe represents the cnditin where the final slip surface mves frm ne weak layer t the adjacent weak layer Pissns Rati: 0.42 Pissns Rati: 0.48 Factr f safety Chesin (kpa) Figure 5: Variatin in factr f safety fr weak layer chesin One f the bservatins that can be made is that a Pissn s Rati less than r equal t 0.44 will mean that chesin will have minimal effect n the cmputed factr f safety fr the slpe. As Pissn s Rati decreases the effect f the chesin n the cmputed factr f safety is minimized (i.e., when using SVSlpe). In Figure 6 and Figure 7 the lcatin f the critical slip surface can be bserved as chesin is varied. It can be seen that the lcatin f the slip surface generally mves frm ne weak layer t anther Grund Surface w s w s w s w s w s Weak Layer: Phi=20 ; c=0 ; PR=0.42 ; FS=0.85 Weak Layer: Phi=20 ; c=5 ; PR=0.42 ; FS=0.91 Weak Layer: Phi=20 ; c=10 ; PR=0.42 ; FS=0.99 Weak Layer: Phi=20 ; c=15 ; PR=0.42 ; FS=1.04 Weak Layer: Phi=20 ; c=20 ; PR=0.42 ; FS=1.10 Y (m) X (m)

6 Prceedings Tailings and Mine Waste Figure 6: Variatin in factr f safety and the lcatin f the critical slip surface fr weak layers with varying chesin and an angle f internal frictin = 20 degrees. Slpe angle is 38 degrees Grund Surface w s w s w s w s w s Weak Layer: Phi=40 ; c=0 ; PR=0.48 ; FS=1.00 Weak Layer: Phi=40 ; c=2.5 ; PR=0.48 ; FS=1.167 Weak Layer: Phi=40 ; c=5 ; PR=0.48 ; FS=1.309 Weak Layer: Phi=40 ; c=10 ; PR=0.48 ; FS=1.32 Y (m) Figure 7: Variatin in the cmputed factr f safety and the lcatin f the critical slip surface fr weak layers with varying chesin and an angle f internal frictin = 40 degrees. Slpe angle is 38 degrees. GHN 2D Crss-Sectin A hmgeneus 2-D crss-sectin has been selected thrugh the stable prtin f the GatHill Nrth site. The prximity f the stable and unstable prtins f the GatHill Nrth site may be seen in Figure 8. X (m) Figure 8: Gathill Nrth rck pile befre re-grading and lking east. Slid line indicates apprximate lcatin f trenches cmpleted in summer-fall 2004; dashed line indicates the bundary between the stable and unstable prtins f the rck pile (after McLemre et al., 2006)

7 8 Prceedings Tailings and Mine Waste 2011 The lcatin f the crss-sectin was selected because f its prximity t the data btained in the field trenching prgram. The crss-sectin went apprximately thrugh the middle f the field trenches as shwn in Figure 6. The crss-sectin prceeds dwn t the te f the GatHill Nrth site. The data cllected in the field prgram will be applied t this crss-sectin. Figure 9: Lcatin f the selected 2-D crss sectin n the GatHill Nrth site The 2-D crss-sectin was determined by persnnel frm New Mexic Tech by interplating intersectin pints n tplgy maps. The upper surface was determined using a 2003 tplgy map extracted frm an AutCAD file prvided by Mlycrp. The lwer surface was interpreted frm a 1962 AutCAD tplgy file. It is assumed that the 1962 file represents the tplgy f the site prir t any dumping f waste rck. Fr the hmgeneus slpe it is assumed that the bttm surface represents the interface with the impermeable bedrck material. It is als assumed fr the hmgeneus mdel that the slip surface cannt be lwer than the bttm surface. The dimensins f the selected 2-D crss-sectin can be seen in Figure 10. The slpe angle f the surface f the waste rck at the site is apprximately 38. Figure 10: cnditin. Crss-sectin extracted frm the GatHill Nrth site representing pre-destructin

8 Prceedings Tailings and Mine Waste GHN Intermediate SVSlpe Statistical Analysis A tw layer numerical mdel was generated in rder t study the effects f a ptential weak layer thrugh the rubble r clluvium znes. The traffic zne was als ignred. A statistical analysis was perfrmed fr the factr f safety based n data in Table 1. The results f the slpe stability analyses are shwn in Figure 11 and summarized in Table 1 and the fllwing bservatins can be made: The angle f internal frictin f the rubble zne has by far the mst significant influence fllwed clsely by the angle f internal frictin f the waste rck zne. The influence f pre-water pressures and chesin culd nt be prperly quantified as the variatinal distributin fr this data was nt available. Given the measured distributin f phi angles f the clluvium zne by Nrwest it appears statistically reasnable that a failure culd be triggered by an assumed weakness in the lwer znes. Table 1: Sil parameters fr intermediate SVSlpe analysis. Rubble zne frictin angles are taken frm the presented Nrwest weak clluvium layer. Zne Parameter Mean Standard Deviatin Surce WR1 Phi Nrwest WR1 Chesin Assumed WR1 PWP (kpa) NMT tensimeter data WR1 Unit Weight (kn/m^3) NMT data Rubble Phi Nrwest Rubble Chesin Assumed Rubble PWP (kpa) Assumed Rubble Unit Weight (kn/m^3) NMT data Figure 11: Crss-sectin extracted frm the GatHill Nrth site representing pre-destructin

9 10 Prceedings Tailings and Mine Waste 2011 Phi (Rubble) Phi (WR1) Unit weight (WR1) Chesin (WR1) Chesin (Rubble) Pre-water pressure (Rubble) Unit weight (Rubble) Pre-water pressure (WR1) Factr f Safety, Fs Figure 12: Trnad diagram fr the factr f safety fr the slpe with tw different layers fr waste rck (90th percentile value) Cnclusins The fllwing cnclusins can be made based n the analyses perfrmed in the weathering study. The cnclusins will be presented categrized accrding t the material remved. Generic Slpe The cnclusins drawn frm the analysis f a generic slpe are presented under the shallw and intermediate sectins. Intermediate Chesin is needed t cause a slip surface t g deep in a hmgeneus slpe. Frm this analysis it can be estimated that = 30 and a chesin f apprximately less than 4 kpa wuld be required t prduce failure in a hmgeneus slpe. The lcatin f the assumed slip surface influences the resulting factr f safety in a significant way. Fr a hmgeneus slpe with a chesin f 10 kpa and an angle f internal frictin f 34 degrees, it is impssible t find a slip surface with a factr f safety belw 1.0. The depth f the slip surface and the resulting factr f safety are influenced by Pissn s Rati. A Pissn s Rati f 0.48 is mst cnsistent with a traditinal limit equilibrium analysis. In a weak/strng layered analysis varying the Pissn s Rati between 0.42 and 0.48 requires an angle f internal frictin between 20 t 30 in the weak layer in rder t achieve failure cnditins. In a weak/strng layered analysis varying the angle f internal frictin f the weak layer will nt affect slip surface lcatin. Varying the chesin f the weak layer will affect the slip surface lcatin and cause the slip surface t skip between adjacent weak layers.

10 Prceedings Tailings and Mine Waste Gat Hill Nrth The fllwing cnclusins may be derived frm the analysis f the Gat Hill Nrth gemetry scenaris. Shallw In a limit equilibrium analysis f a hmgeneus slpe the factr f safety will drp belw 1.0 with a = 36 and a chesin less than 1 kpa. Additin f 5 kpa f chesin will result in a lwering f = 33 required t achieve stability. Based n the statistical analysis f a shallw failure mde the fllwing cnclusins can be drawn: The angle f internal frictin has the mst significant influence n the factr f safety. The influence f unit weight n the cmputed factr f safety appears negligible. The influence f chesin n the factr f safety is f imprtance and needs t be further studied. Realistic variance f suctins due t climatic events needs t be determined. Given the present field-measured sil prperty statistical distributins it appears unlikely that shallw failure cnditins can be achieved if the material is assumed t be hmgeneus. Intermediate Based n the current analysis it has been shwn that a weak layer with an angle f internal frictin less than 30 and a chesin f zer may cause failure cnditins. The statistical analysis prvides further insight int the ptential behaviur f the system as nted by the fllwing cnclusins: References The angle f internal frictin f the rubble zne has by far the mst significant influence fllwed clsely by the angle f internal frictin f the waste rck zne. The influence f pre-water pressures and chesin culd nt be prperly quantified as the variatinal distributin fr this data was nt available. Given the measured distributin f phi angles f the rubble zne by Nrwest it appears statistically reasnable that a failure culd be triggered by weakness in the rubble zne. Duncan, J. M.,Wright, S. G., 2005, Sil Strength and Slpe Stability, New Yrk : Jhn Wiley & Sns, Inc. Fredlund, D.G., Rahardj, H., 1993, Sil Mechanics fr Unsaturated Sils, New Yrk : Jhn Wiley & Sns, Inc. Gutierrez, L., 2006, The Influence Of Mineralgy, Chemistry And Physical Engineering Parameters On Shear Strength Parameters Of The Gathill Rck Pile Material, Questa Mlybdenum Mine, Thesis M.Sc., New Mexic Institute f Mining and Technlgy, Department f Mineral Engineering, Scrr, NM Nrwest Crpratin, 2004, Gathill Nrth Slide Investigatin, Evaluatin and Mitigatin Reprt, Vlume 1 Main Reprt, Submitted t Mlycrp, January Nrwest Crpratin, 2005, Questa Radside Rckpiles: 2005 Operatinal Getechnical Stability Evaluatin, Final Reprt, Submitted t Mlycrp, December 23

11 12 Prceedings Tailings and Mine Waste 2011 SilVisin Systems Ltd, SVSlpe User s Manual finite element slpe stability analysis, Versin 1 (sftware package). Saskatn, Saskatchewan, Canada: SilVisin Systems Ltd. SilVisin Systems Ltd, SVFlux User s manual finite element seepage analysis, Versin 5 (sftware package). Saskatn, Saskatchewan, Canada: SilVisin Systems Ltd. SilVisin Systems Ltd, SVSlid User s manual finite element stress/defrmatin analysis, Versin 4 (sftware package). Saskatn, Saskatchewan, Canada: SilVisin Systems Ltd. Silvisin Systems Ltd, SVSlpe User s manual limit equilibrium slpe stability analysis, SilVisin Systems Ltd. Saskatn, Saskatchewan, Canada

12 Prceedings Tailings and Mine Waste T H E U N I V E R S I T Y O F B R I T I S H C O L U M B I A Science & Engineering, UBC Library Irving K. Barber Learning Centre 1961 East Mall, Rm 414 Vancuver, BC Canada V6T 1Z1 Phne Authrs are required t sign the shrt licence belw which allws UBC t depsit the papers in the repsitry. Fax Appendix 1: License that every authr has t sign: I authrize the depsit f the item(s) listed belw int circle. I have read and agree t circles Nn- Exclusive Distributin License as presented n: This license cvers the fllwing item(s): Tailing and Mine Waste 2011 papers in the UBC Institutinal Repsitry circle Authr Name(s): Title(s): Signature f Authr(s):

Slope Stability Model of the Questa Rock Pile Phase 2

Slope Stability Model of the Questa Rock Pile Phase 2 2 Proceedings Tailings and Mine Waste 2011 Slope Stability Model of the Questa Rock Pile Phase 2 Murray Fredlund SoilVision Systems Ltd., Saskatoon, Canada Haihua Lu SoilVision Systems Ltd., Saskatoon,

More information

Differentiation Applications 1: Related Rates

Differentiation Applications 1: Related Rates Differentiatin Applicatins 1: Related Rates 151 Differentiatin Applicatins 1: Related Rates Mdel 1: Sliding Ladder 10 ladder y 10 ladder 10 ladder A 10 ft ladder is leaning against a wall when the bttm

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

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

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

Math Foundations 20 Work Plan

Math Foundations 20 Work Plan Math Fundatins 20 Wrk Plan Units / Tpics 20.8 Demnstrate understanding f systems f linear inequalities in tw variables. Time Frame December 1-3 weeks 6-10 Majr Learning Indicatrs Identify situatins relevant

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

o o IMPORTANT REMINDERS Reports will be graded largely on their ability to clearly communicate results and important conclusions.

o o IMPORTANT REMINDERS Reports will be graded largely on their ability to clearly communicate results and important conclusions. BASD High Schl Frmal Lab Reprt GENERAL INFORMATION 12 pt Times New Rman fnt Duble-spaced, if required by yur teacher 1 inch margins n all sides (tp, bttm, left, and right) Always write in third persn (avid

More information

SMART TESTING BOMBARDIER THOUGHTS

SMART TESTING BOMBARDIER THOUGHTS Bmbardier Inc. u ses filiales. Tus drits réservés. BOMBARDIER THOUGHTS FAA Bmbardier Wrkshp Mntreal 15-18 th September 2015 Bmbardier Inc. u ses filiales. Tus drits réservés. LEVERAGING ANALYSIS METHODS

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

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

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

Snow avalanche runout from two Canadian mountain ranges

Snow avalanche runout from two Canadian mountain ranges Annals f Glacilgy 18 1993 Internati n al Glaciigicai Sciety Snw avalanche runut frm tw Canadian muntain ranges D.J. NIXON AND D. M. MCCLUNG Department f Civil Engineering, University f British Clumbia,

More information

NAME TEMPERATURE AND HUMIDITY. I. Introduction

NAME TEMPERATURE AND HUMIDITY. I. Introduction NAME TEMPERATURE AND HUMIDITY I. Intrductin Temperature is the single mst imprtant factr in determining atmspheric cnditins because it greatly influences: 1. The amunt f water vapr in the air 2. The pssibility

More information

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan Detectin f fatigue crack initiatin frm a ntch under a randm lad C. Makabe," S. Nishida^C. Urashima,' H. Kaneshir* "Department f Mechanical Systems Engineering, University f the Ryukyus, Nishihara, kinawa,

More information

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007

CS 477/677 Analysis of Algorithms Fall 2007 Dr. George Bebis Course Project Due Date: 11/29/2007 CS 477/677 Analysis f Algrithms Fall 2007 Dr. Gerge Bebis Curse Prject Due Date: 11/29/2007 Part1: Cmparisn f Srting Algrithms (70% f the prject grade) The bjective f the first part f the assignment is

More information

Synchronous Motor V-Curves

Synchronous Motor V-Curves Synchrnus Mtr V-Curves 1 Synchrnus Mtr V-Curves Intrductin Synchrnus mtrs are used in applicatins such as textile mills where cnstant speed peratin is critical. Mst small synchrnus mtrs cntain squirrel

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

3. Design of Channels General Definition of some terms CHAPTER THREE

3. Design of Channels General Definition of some terms CHAPTER THREE CHAPTER THREE. Design f Channels.. General The success f the irrigatin system depends n the design f the netwrk f canals. The canals may be excavated thrugh the difference types f sils such as alluvial

More information

UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS

UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS Determinatin f Flash and Fire Pint f a Cup and Clsed Cup Structure 6. Intrductin Objectives 6. Experiment

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

Chapter 39. A GUIDE TO THE DESIGN OP AIR BUBBLERS FOR MELTING ICE Simon Ince Hydraulics Section, National Research Council Ottawa, Canada

Chapter 39. A GUIDE TO THE DESIGN OP AIR BUBBLERS FOR MELTING ICE Simon Ince Hydraulics Section, National Research Council Ottawa, Canada Chapter 39 A GUIDE T THE DESIGN P AIR BUBBLERS FR MELTING ICE Simn Ince Hydraulics Sectin, Natinal Research Cuncil ttawa, Canada INTRDUCTIN The use f air bubblers fr maintaining ice-free areas in lakes

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

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

Analysis on the Stability of Reservoir Soil Slope Based on Fuzzy Artificial Neural Network

Analysis on the Stability of Reservoir Soil Slope Based on Fuzzy Artificial Neural Network Research Jurnal f Applied Sciences, Engineering and Technlgy 5(2): 465-469, 2013 ISSN: 2040-7459; E-ISSN: 2040-7467 Maxwell Scientific Organizatin, 2013 Submitted: May 08, 2012 Accepted: May 29, 2012 Published:

More information

1996 Engineering Systems Design and Analysis Conference, Montpellier, France, July 1-4, 1996, Vol. 7, pp

1996 Engineering Systems Design and Analysis Conference, Montpellier, France, July 1-4, 1996, Vol. 7, pp THE POWER AND LIMIT OF NEURAL NETWORKS T. Y. Lin Department f Mathematics and Cmputer Science San Jse State University San Jse, Califrnia 959-003 tylin@cs.ssu.edu and Bereley Initiative in Sft Cmputing*

More information

Lab 1 The Scientific Method

Lab 1 The Scientific Method INTRODUCTION The fllwing labratry exercise is designed t give yu, the student, an pprtunity t explre unknwn systems, r universes, and hypthesize pssible rules which may gvern the behavir within them. Scientific

More information

A mathematical model for complete stress-strain curve prediction of permeable concrete

A mathematical model for complete stress-strain curve prediction of permeable concrete A mathematical mdel fr cmplete stress-strain curve predictin f permeable cncrete M. K. Hussin Y. Zhuge F. Bullen W. P. Lkuge Faculty f Engineering and Surveying, University f Suthern Queensland, Twmba,

More information

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern

Methods for Determination of Mean Speckle Size in Simulated Speckle Pattern 0.478/msr-04-004 MEASUREMENT SCENCE REVEW, Vlume 4, N. 3, 04 Methds fr Determinatin f Mean Speckle Size in Simulated Speckle Pattern. Hamarvá, P. Šmíd, P. Hrváth, M. Hrabvský nstitute f Physics f the Academy

More information

ELECTRON CYCLOTRON HEATING OF AN ANISOTROPIC PLASMA. December 4, PLP No. 322

ELECTRON CYCLOTRON HEATING OF AN ANISOTROPIC PLASMA. December 4, PLP No. 322 ELECTRON CYCLOTRON HEATING OF AN ANISOTROPIC PLASMA by J. C. SPROTT December 4, 1969 PLP N. 3 These PLP Reprts are infrmal and preliminary and as such may cntain errrs nt yet eliminated. They are fr private

More information

Lecture 13: Electrochemical Equilibria

Lecture 13: Electrochemical Equilibria 3.012 Fundamentals f Materials Science Fall 2005 Lecture 13: 10.21.05 Electrchemical Equilibria Tday: LAST TIME...2 An example calculatin...3 THE ELECTROCHEMICAL POTENTIAL...4 Electrstatic energy cntributins

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

THE LIFE OF AN OBJECT IT SYSTEMS

THE LIFE OF AN OBJECT IT SYSTEMS THE LIFE OF AN OBJECT IT SYSTEMS Persns, bjects, r cncepts frm the real wrld, which we mdel as bjects in the IT system, have "lives". Actually, they have tw lives; the riginal in the real wrld has a life,

More information

Lecture 02 CSE 40547/60547 Computing at the Nanoscale

Lecture 02 CSE 40547/60547 Computing at the Nanoscale PN Junctin Ntes: Lecture 02 CSE 40547/60547 Cmputing at the Nanscale Letʼs start with a (very) shrt review f semi-cnducting materials: - N-type material: Obtained by adding impurity with 5 valence elements

More information

SPH3U1 Lesson 06 Kinematics

SPH3U1 Lesson 06 Kinematics PROJECTILE MOTION LEARNING GOALS Students will: Describe the mtin f an bject thrwn at arbitrary angles thrugh the air. Describe the hrizntal and vertical mtins f a prjectile. Slve prjectile mtin prblems.

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

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

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

READING STATECHART DIAGRAMS

READING STATECHART DIAGRAMS READING STATECHART DIAGRAMS Figure 4.48 A Statechart diagram with events The diagram in Figure 4.48 shws all states that the bject plane can be in during the curse f its life. Furthermre, it shws the pssible

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

Surface and Contact Stress

Surface and Contact Stress Surface and Cntact Stress The cncept f the frce is fundamental t mechanics and many imprtant prblems can be cast in terms f frces nly, fr example the prblems cnsidered in Chapter. Hwever, mre sphisticated

More information

Physics 2010 Motion with Constant Acceleration Experiment 1

Physics 2010 Motion with Constant Acceleration Experiment 1 . Physics 00 Mtin with Cnstant Acceleratin Experiment In this lab, we will study the mtin f a glider as it accelerates dwnhill n a tilted air track. The glider is supprted ver the air track by a cushin

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

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

CALIBRATION OF THERMAL CONDUCTIVITY SENSORS FOR SUCTION MEASUREMENT

CALIBRATION OF THERMAL CONDUCTIVITY SENSORS FOR SUCTION MEASUREMENT CALIBRATION OF THERMAL CONDUCTIVITY SENSORS FOR SUCTION MEASUREMENT Yafei Hu 1, Hung Q. Vu 2 and Delwyn G. Fredlund 2 1 Centre fr Sustainable Infrastructure Research, Institute fr Research in Cnstructin,

More information

N umerical analyses such as the finite element method

N umerical analyses such as the finite element method TUNNELS AND DEEP SPACE P: 80886-7798(98) 00004-2 Lessns Learned frm Field Measurements in Tunnelling S. Sakurai Abstract-- Over the past tw decades, varius numerical methds f analysis have becme ppular

More information

Comparing Several Means: ANOVA. Group Means and Grand Mean

Comparing Several Means: ANOVA. Group Means and Grand Mean STAT 511 ANOVA and Regressin 1 Cmparing Several Means: ANOVA Slide 1 Blue Lake snap beans were grwn in 12 pen-tp chambers which are subject t 4 treatments 3 each with O 3 and SO 2 present/absent. The ttal

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

Guide to Using the Rubric to Score the Klf4 PREBUILD Model for Science Olympiad National Competitions

Guide to Using the Rubric to Score the Klf4 PREBUILD Model for Science Olympiad National Competitions Guide t Using the Rubric t Scre the Klf4 PREBUILD Mdel fr Science Olympiad 2010-2011 Natinal Cmpetitins These instructins are t help the event supervisr and scring judges use the rubric develped by the

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

Chapter 4. Unsteady State Conduction

Chapter 4. Unsteady State Conduction Chapter 4 Unsteady State Cnductin Chapter 5 Steady State Cnductin Chee 318 1 4-1 Intrductin ransient Cnductin Many heat transfer prblems are time dependent Changes in perating cnditins in a system cause

More information

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y=

making triangle (ie same reference angle) ). This is a standard form that will allow us all to have the X= y= Intrductin t Vectrs I 21 Intrductin t Vectrs I 22 I. Determine the hrizntal and vertical cmpnents f the resultant vectr by cunting n the grid. X= y= J. Draw a mangle with hrizntal and vertical cmpnents

More information

Supporting information

Supporting information Electrnic Supplementary Material (ESI) fr Physical Chemistry Chemical Physics This jurnal is The wner Scieties 01 ydrgen perxide electrchemistry n platinum: twards understanding the xygen reductin reactin

More information

CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS

CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS CHAPTER 4 DIAGNOSTICS FOR INFLUENTIAL OBSERVATIONS 1 Influential bservatins are bservatins whse presence in the data can have a distrting effect n the parameter estimates and pssibly the entire analysis,

More information

Optimization Programming Problems For Control And Management Of Bacterial Disease With Two Stage Growth/Spread Among Plants

Optimization Programming Problems For Control And Management Of Bacterial Disease With Two Stage Growth/Spread Among Plants Internatinal Jurnal f Engineering Science Inventin ISSN (Online): 9 67, ISSN (Print): 9 676 www.ijesi.rg Vlume 5 Issue 8 ugust 06 PP.0-07 Optimizatin Prgramming Prblems Fr Cntrl nd Management Of Bacterial

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

General Chemistry II, Unit II: Study Guide (part 1)

General Chemistry II, Unit II: Study Guide (part 1) General Chemistry II, Unit II: Study Guide (part 1) CDS Chapter 21: Reactin Equilibrium in the Gas Phase General Chemistry II Unit II Part 1 1 Intrductin Sme chemical reactins have a significant amunt

More information

A solution of certain Diophantine problems

A solution of certain Diophantine problems A slutin f certain Diphantine prblems Authr L. Euler* E7 Nvi Cmmentarii academiae scientiarum Petrplitanae 0, 1776, pp. 8-58 Opera Omnia: Series 1, Vlume 3, pp. 05-17 Reprinted in Cmmentat. arithm. 1,

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

Making and Experimenting with Voltaic Cells. I. Basic Concepts and Definitions (some ideas discussed in class are omitted here)

Making and Experimenting with Voltaic Cells. I. Basic Concepts and Definitions (some ideas discussed in class are omitted here) Making xperimenting with Vltaic Cells I. Basic Cncepts Definitins (sme ideas discussed in class are mitted here) A. Directin f electrn flw psitiveness f electrdes. If ne electrde is mre psitive than anther,

More information

Product authorisation in case of in situ generation

Product authorisation in case of in situ generation Prduct authrisatin in case f in situ generatin Intrductin At the 74 th CA meeting (27-29 September 2017), Aqua Eurpa and ECA Cnsrtium presented their cncerns and prpsals n the management f the prduct authrisatin

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

Checking the resolved resonance region in EXFOR database

Checking the resolved resonance region in EXFOR database Checking the reslved resnance regin in EXFOR database Gttfried Bertn Sciété de Calcul Mathématique (SCM) Oscar Cabells OECD/NEA Data Bank JEFF Meetings - Sessin JEFF Experiments Nvember 0-4, 017 Bulgne-Billancurt,

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

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

A New Evaluation Measure. J. Joiner and L. Werner. The problems of evaluation and the needed criteria of evaluation

A New Evaluation Measure. J. Joiner and L. Werner. The problems of evaluation and the needed criteria of evaluation III-l III. A New Evaluatin Measure J. Jiner and L. Werner Abstract The prblems f evaluatin and the needed criteria f evaluatin measures in the SMART system f infrmatin retrieval are reviewed and discussed.

More information

ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES

ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES ANALYTICAL SOLUTIONS TO THE PROBLEM OF EDDY CURRENT PROBES CONSISTING OF LONG PARALLEL CONDUCTORS B. de Halleux, O. Lesage, C. Mertes and A. Ptchelintsev Mechanical Engineering Department Cathlic University

More information

Sediment Basin (SB) Description. Appropriate Uses. Design and Installation

Sediment Basin (SB) Description. Appropriate Uses. Design and Installation Descriptin A sediment basin is a temprary pnd built n a cnstructin site t capture erded r disturbed sil transprted in strm runff prir t discharge frm the site. Sediment basins are designed t capture site

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

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

Bed-load Transport of Mixed-size Sediment: Fractional Transport Rates, Bed Forms, and the Development of a Coarse Bed-surface Layer

Bed-load Transport of Mixed-size Sediment: Fractional Transport Rates, Bed Forms, and the Development of a Coarse Bed-surface Layer Utah State University DigitalCmmns@USU Watershed Sciences Faculty Publicatins Watershed Sciences 1-1-1989 Bed-lad Transprt f Mixed-size Sediment: Fractinal Transprt Rates, Bed Frms, and the Develpment

More information

Computational modeling techniques

Computational modeling techniques Cmputatinal mdeling techniques Lecture 4: Mdel checing fr ODE mdels In Petre Department f IT, Åb Aademi http://www.users.ab.fi/ipetre/cmpmd/ Cntent Stichimetric matrix Calculating the mass cnservatin relatins

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

Chapter 3: Cluster Analysis

Chapter 3: Cluster Analysis Chapter 3: Cluster Analysis } 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries } 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA

More information

Thermodynamics Partial Outline of Topics

Thermodynamics Partial Outline of Topics Thermdynamics Partial Outline f Tpics I. The secnd law f thermdynamics addresses the issue f spntaneity and invlves a functin called entrpy (S): If a prcess is spntaneus, then Suniverse > 0 (2 nd Law!)

More information

EXAM #1 PHYSICAL SCIENCE 103 Spring, 2016

EXAM #1 PHYSICAL SCIENCE 103 Spring, 2016 OBJECTIVES 1. Ft Pressure EXAM #1 PHYSICAL SCIENCE 103 Spring, 2016 Determine the surface area f an bject. Given the weight and surface area, calculate the pressure. 2. Measuring Vlume & Mass Prvided a

More information

AIP Logic Chapter 4 Notes

AIP Logic Chapter 4 Notes AIP Lgic Chapter 4 Ntes Sectin 4.1 Sectin 4.2 Sectin 4.3 Sectin 4.4 Sectin 4.5 Sectin 4.6 Sectin 4.7 4.1 The Cmpnents f Categrical Prpsitins There are fur types f categrical prpsitins. Prpsitin Letter

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

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

Introduction to Quantitative Genetics II: Resemblance Between Relatives

Introduction to Quantitative Genetics II: Resemblance Between Relatives Intrductin t Quantitative Genetics II: Resemblance Between Relatives Bruce Walsh 8 Nvember 006 EEB 600A The heritability f a trait, a central cncept in quantitative genetics, is the prprtin f variatin

More information

Multiple Source Multiple. using Network Coding

Multiple Source Multiple. using Network Coding Multiple Surce Multiple Destinatin Tplgy Inference using Netwrk Cding Pegah Sattari EECS, UC Irvine Jint wrk with Athina Markpulu, at UCI, Christina Fraguli, at EPFL, Lausanne Outline Netwrk Tmgraphy Gal,

More information

Dead-beat controller design

Dead-beat controller design J. Hetthéssy, A. Barta, R. Bars: Dead beat cntrller design Nvember, 4 Dead-beat cntrller design In sampled data cntrl systems the cntrller is realised by an intelligent device, typically by a PLC (Prgrammable

More information

On Boussinesq's problem

On Boussinesq's problem Internatinal Jurnal f Engineering Science 39 (2001) 317±322 www.elsevier.cm/lcate/ijengsci On Bussinesq's prblem A.P.S. Selvadurai * Department f Civil Engineering and Applied Mechanics, McGill University,

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

Age Determination of Cod from Otoliths Collected in Divisions 2J, 3K and 3L

Age Determination of Cod from Otoliths Collected in Divisions 2J, 3K and 3L NAFO Sci. Cun. Studies, NO.1: -101 Age Determinatin f Cd frm Otliths Cllected in Divisins J, K and L R. Wells Department f Fisheries and Oceans, Research and Resurce Services P. O. Bx, St. Jhn's, Newfundland,

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

5.4 Measurement Sampling Rates for Daily Maximum and Minimum Temperatures

5.4 Measurement Sampling Rates for Daily Maximum and Minimum Temperatures 5.4 Measurement Sampling Rates fr Daily Maximum and Minimum Temperatures 1 1 2 X. Lin, K. G. Hubbard, and C. B. Baker University f Nebraska, Lincln, Nebraska 2 Natinal Climatic Data Center 1 1. INTRODUCTION

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

COMP 551 Applied Machine Learning Lecture 5: Generative models for linear classification

COMP 551 Applied Machine Learning Lecture 5: Generative models for linear classification COMP 551 Applied Machine Learning Lecture 5: Generative mdels fr linear classificatin Instructr: Herke van Hf (herke.vanhf@mail.mcgill.ca) Slides mstly by: Jelle Pineau Class web page: www.cs.mcgill.ca/~hvanh2/cmp551

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

Materials o o o o o o o o o

Materials o o o o o o o o o Experiment 3: Measurements, the Metric System & Density Objective The purpse f experiment is t becme familiar with the metric system by taking measurements using metric. Additinally, the purpse f this

More information

We can see from the graph above that the intersection is, i.e., [ ).

We can see from the graph above that the intersection is, i.e., [ ). MTH 111 Cllege Algebra Lecture Ntes July 2, 2014 Functin Arithmetic: With nt t much difficulty, we ntice that inputs f functins are numbers, and utputs f functins are numbers. S whatever we can d with

More information

On Huntsberger Type Shrinkage Estimator for the Mean of Normal Distribution ABSTRACT INTRODUCTION

On Huntsberger Type Shrinkage Estimator for the Mean of Normal Distribution ABSTRACT INTRODUCTION Malaysian Jurnal f Mathematical Sciences 4(): 7-4 () On Huntsberger Type Shrinkage Estimatr fr the Mean f Nrmal Distributin Department f Mathematical and Physical Sciences, University f Nizwa, Sultanate

More information

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION U. S. FOREST SERVICE RESEARCH PAPER FPL 50 DECEMBER U. S. DEPARTMENT OF AGRICULTURE FOREST SERVICE FOREST PRODUCTS LABORATORY OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

More information

TRAINING GUIDE. Overview of Lucity Spatial

TRAINING GUIDE. Overview of Lucity Spatial TRAINING GUIDE Overview f Lucity Spatial Overview f Lucity Spatial In this sessin, we ll cver the key cmpnents f Lucity Spatial. Table f Cntents Lucity Spatial... 2 Requirements... 2 Supprted Mdules...

More information

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion .54 Neutrn Interactins and Applicatins (Spring 004) Chapter (3//04) Neutrn Diffusin References -- J. R. Lamarsh, Intrductin t Nuclear Reactr Thery (Addisn-Wesley, Reading, 966) T study neutrn diffusin

More information

Calculating the optimum pressure and temperature for vacancy minimization from theory; Niobium is an example. Jozsef Garai

Calculating the optimum pressure and temperature for vacancy minimization from theory; Niobium is an example. Jozsef Garai Calculating the ptimum pressure and temperature fr vacancy minimizatin frm thery; Nibium is an example Jzsef Garai Department f Mechanical and Materials Engineering, Flrida Internatinal University, Miami,

More information

Project CONVERGE 1/13/15. How to Read CONVERGE CODAR Imagery Data Primer

Project CONVERGE 1/13/15. How to Read CONVERGE CODAR Imagery Data Primer Hw t Read CONVERGE CODAR Imagery Data Primer Overall Ntes abut the data: Everything is in Greenwich Mean Time (GMT), which is 5 hurs ahead f the east cst. All time is presented in military time, which

More information

Evaluation of the Humboldt GeoGauge TM on Dry Cohesionless Silica Sand in a Cubical Test Bin. Lary R. Lenke, P.E. Matt Grush R. Gordon McKeen, P.E.

Evaluation of the Humboldt GeoGauge TM on Dry Cohesionless Silica Sand in a Cubical Test Bin. Lary R. Lenke, P.E. Matt Grush R. Gordon McKeen, P.E. Ealuatin f the Humbldt GeGauge TM n Dry Chesinless Silica Sand in a Cubical Test Bin Lary R. Lenke, P.E. Matt Grush R. Grdn McKeen, P.E. ATR Institute Uniersity f New Mexic December 1999 Intrductin The

More information