Ice Accretion Prediction Code
|
|
- Felicity Williamson
- 5 years ago
- Views:
Transcription
1 Ice Accretin Predictin Cde Vladimír Hrák University f Defence Institute f Hydrdynamics, Academy f Sciences Czech Republic 1
2 Dedicated t the memry f Dr. Bhumír Hření 2
3 Mtivatin The in-flight icing may affect all types f aircraft. Presence f ice n an aircraft surface can lead t a number f perfrmance degradatins: changes in pressure distributin decreased maximum lift and increased drag stall ccurring at lwer angles f attack and increased stall speed reduced cntrllability It is imprtant t t understand d hw the different ice shapes affect aircraft aerdynamics. It can be studied by flight tests, wind tunnel measurements, and cmputatinal simulatins. 3
4 Cmputatinal simulatin f ice accretin is an essential tl in design, develpment and certificatin f aircraft fr flight int icing cnditins. Currently, there exist several apprved ice accretin cdes: LEWICE (LEWis ICE accretin prgram) is sftware develped by the Icing Branch at NASA Glenn Research Center CANICE cde develped at the Ecle Plytechniue de Mntreal ONERA (Office Natinal d'etudes et de Recherches Aérspatiales) cde in France TRAJICE cde which was develped by DERA (Defence Evaluatin and Research Agency) in United Kingdm CIRA cde frm Italian Aerspace Research Center. 4
5 Ice Accretin Predictin Cde Cde was develped as a tl fr simulating flight int icing cnditins Presented sftware was subseuently develped and imprved. There are three main cde versins: R-Ice 1.1 Rime ice accretin predictin Ice 3.1 Glaze ice accretin predictin Ice 4.1 Multi-element airfils icing 5
6 Trajectry f water drplets The ptential flw field is calculated using 2-D panel methd. The relatin fr any pint inside the cntrl area is in frm Ptential flw field is then used t determine the trajectries f water drplets and the impingement pints n the bdy. Drplets passing thrugh the atmsphere are cnsidered as spherical elements n that the surrunding fluid frces and gravitatin act. Small water drplets have trajectries similar t streamlines, vice versa large water drplets trajectries are affected by the airfil inherency nly slightly. 6
7 Versin 1.1 Airfil rime ice accretin predictin Impinging super-cled water drplets freeze immediately upn impact. Cde applies a time-stepping prcedure t calculate the shape f an ice accretin. 0,050 0,050 y/c [1] y/c [1] 0,025 0,025 0,000 Chrd= m; Vext=92.54 m.s -1 ; FluidP= Pa; FluidT=257.6 K; Alpha=0 ; PartD= m; PartCntent= kg.m -3 ; RimeIceRh=900 kg.m -3 ; Steps=5; TimeStep=64.8 s; Time=324 s. 0,000 Chrd= m; Vext=92.54 m.s -1 ; FluidP= Pa; FluidT=257.6 K; Alpha=0 ; PartD= m; PartCntent= kg.m -3, RimeIceRh=900kg.m -3 ; Steps=5; TimeStep=244.8 s; Time=1224 s. -0,025-0,025-0,050-0,025 0,000 0,025 0,050 x/c [1] -0,050-0,050-0,025 0,000 0,025 0,050 x/c [1] 7
8 Quantitative cmparisn f using the current cmputatinal iceaccretin simulatin methds. 0,050 y/c [1] 0,025 0,000-0,025 Clean Airfil Experimental ONERA1990 Simn CANICE Paraschiviu TRAJICE ADSE ONERA2000 Duprat NASA R-ICE Generally, current ice accretin cdes give satisfied results f fthe rime ice simulatin. -0,050-0,025 0,000 0,025 0,050 x/c [1] 0,075 0,050 y/c [1] 0,025 0,000-0,025 Clean Airfil Experimental ONERA1990 Simn CANICE Paraschiviu TRAJICE ADSE ONERA2000 Duprat NASA R-ICE -0,050-0,050-0,025 0,000 0,025 x/c [1] 0,050 8
9 Versin 3.1 Airfil glaze ice accretin predictin Glaze ice creates at cmbinatins f temperature clse t freezing. Evapratin In that case, nt all f the impinging ev p water freezes n impact. Liuid water Thin layer f water is flwing very fr slwly alng the surface and freeze at ther lcatins. Ice accretin Bundary layer There are used theretical appraches are generally called as a shallw water thery. The cnservative euatins using fr the slutin f water flw in pen channels are frmally arranged. The flux terms are evaluated using a discntinuus Galerkin methd based n finite-vlume frmulatin. 9
10 Mass, mtin, and energy cnservative euatins culd be written in the general frm x t S S F Q general frm Q A Vectrs f variables Q, flw F and surces S, S are given by relatins: flw crss-sectin mass flux A EQ I g A Q Q E Q A n 1 2, F Q flw crss-sectin flw vlume thermal energy mass flux mmentum flux flux f energy A EQ E A dx dp A g I g t 2 0 S Internal T T T T A dx dp A g I g e e e w w w e e w w t n 2 S surces: f ev w fr w p e v v v S External surces: 10 ev ev w fr fr w p p e ev w fr w px p e L L ct ct ct v v v S surces:
11 Example f glaze ice-accretin simulatin. Airfil NAC 0012, chrd 0.45 m, angle f attack α = 0, velcity v =772ms , MVD = 18 μm, LWC = 0.32 g m -3, air temperature T = K, icing expsitin 300 s ,06 y/b 0,04 0,02 0,00-0,02-0,04-0,06-0,02 0,00 0,02 0,04 0,06 0,08 x/b 0,10 Clean Airfil Experimental Paraschiviu CANICE ADSE TRAJICE Duprat ONERA NASA LEWICE Cmparisn f current ice-accretin cdes shws there is still rm fr imprvement in the uality f predictins. 11
12 Air temperature influence n iced airfil shapes Stream-wise shape (b), (c) Duble-hrn shape (d), (e) Span-wise ridge shape (f) (a) Rime ice (b) T = K (c) T = K (d) T = K (e) T = K (f) T = K Airfil NFL0414, chrd 0.45 m, angle f attack α = 0, velcity v = 77.2 m s -1, MVD = 18 μm, LWC = 0.32 g m -3, icing expsitin 900 s. 12
13 Versin 4.1 Multi-element airfils icing The latest cde versin enables slutin f multi-element airfils up t eight separate parts. Mutual flw verlap f circumfluent bdies ccurs. Drplet trajectries near an airfil with a sltted flap Drplet trajectries near an airfil with a sltted flap in landing psitin 13
14 Example f flapped airfil icing Ice accretin n the flap causes the reductin f the gap size between main element and flap. Cnseuently, it can have a large impact n the perfrmance degradatin f iced multi-element airfils. There is a ptential mechanical prblem in the elevatr mechanism itself. 14
15 Input file Cnfiguratin file: _ice.cfg Icing parameters # cnfiguratin file # PrfDta=NACA0018 # NACA0018 Chrd=1 # 1.0;<0.1,10> Vext=50 # 50.0;<10,200> Alpha=5 # 5.0;<-20,20> FluidP= # 1.e5;<0.1e5,1.2e5> 1e5 1 FluidT=263 # 263;<200,300> PartCntent=0.001 # 1.e-3;<0.05e-3,5.e-3> PartD= # 100e-6;<5.e-6,5000.e-6> PartT= # ;<200,300> BdyT= # ;<200,300> RimeIceRh=900 # 900;<700,1000> GlaseIceRh=917 # 917;<700,1000> # TimeStep=120 # 120;<1,600> Steps=5 # 5;<1,1000> MinBdyPints=50 # 50;<20,500> 15
16 Graphical utput files Airfil gemetry gem004.eps Successive ice accretin by steps mdif004.eps Drplet trajectries near iced airfil part004.eps p 16
17 beta004.eps Water drplets lcal cllectin efficiency β, nrmal v n and tangential v t velcity with regard t the airfil surface at impact lcatin 17
18 blay004.eps Parameters f bundary layer: Lcal frictin cefficient c f, displacement bundary layer thickness δ 1 (mass) and δ 2 (impulse), and Nusselt number Nu 18
19 flw004.eps Distributin f pressure cefficient c p and relative velcity v/v 19
20 flw005.dta Text utput file Chrd [m] Length [m] Alpha [st] Vext [m/s] e+005 FluidP [Pa] FluidT [K] FluidRh [kg/m^3] e-005 FluidNu [m^2/s] e-004 PartD [m] PartT [K] e-003 PartCntent [kg/m^3] PartRh [kg/m^3] BdyT [K] # s[m] x[m] y[m] v[m/s] beta[-] vn[m/s] vt[m/s] cp[-] cf[-] Nu[-] e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e e+003 #end 20
21 Clsing remarks ICE cde enables cmputatinal rime ice and glaze ice accretin predictin n single and multi-element airfils in acceptable time f slutin. Mathematical ti mdel has recently been mdified d fr variable wall temperature alng the airfil surface. The cde was als imprved fr the better apprximatin f transitin bundary layer lcatin. Presented cde culd be cnsidered at least as a fully cmparable with the current ice accretin predictin cdes. 21
22 Thank yu fr yur attentin 22
In-flight Ice Accretion Prediction Code
In-flight Ice Accretion Prediction Code Vladimír HORÁK*, Zdeněk CHÁRA** *Corresponding author University of Defence in Brno, Kounicova 65, 612 00 Brno, Czech Republic vladimir.horak@unob.cz **Institute
More informationIntroductory Thoughts
Flw Similarity By using the Buckingham pi therem, we have reduced the number f independent variables frm five t tw If we wish t run a series f wind-tunnel tests fr a given bdy at a given angle f attack,
More informationDESIGN OPTIMIZATION OF HIGH-LIFT CONFIGURATIONS USING A VISCOUS ADJOINT-BASED METHOD
DESIGN OPTIMIZATION OF HIGH-LIFT CONFIGURATIONS USING A VISCOUS ADJOINT-BASED METHOD Sangh Kim Stanfrd University Juan J. Alns Stanfrd University Antny Jamesn Stanfrd University 40th AIAA Aerspace Sciences
More informationStudy 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 informationAircraft Performance - Drag
Aircraft Perfrmance - Drag Classificatin f Drag Ntes: Drag Frce and Drag Cefficient Drag is the enemy f flight and its cst. One f the primary functins f aerdynamicists and aircraft designers is t reduce
More informationNGSS 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 informationKinetics of Particles. Chapter 3
Kinetics f Particles Chapter 3 1 Kinetics f Particles It is the study f the relatins existing between the frces acting n bdy, the mass f the bdy, and the mtin f the bdy. It is the study f the relatin between
More informationIntroduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem
A Generalized apprach fr cmputing the trajectries assciated with the Newtnian N Bdy Prblem AbuBar Mehmd, Syed Umer Abbas Shah and Ghulam Shabbir Faculty f Engineering Sciences, GIK Institute f Engineering
More informationPhys101 Final Code: 1 Term: 132 Wednesday, May 21, 2014 Page: 1
Phys101 Final Cde: 1 Term: 1 Wednesday, May 1, 014 Page: 1 Q1. A car accelerates at.0 m/s alng a straight rad. It passes tw marks that are 0 m apart at times t = 4.0 s and t = 5.0 s. Find the car s velcity
More informationIncreasing Heat Transfer in Microchannels with Surface Acoustic Waves*
Increasing Heat Transfer in Micrchannels with Surface Acustic Waves* Shaun Berry 0/9/04 *This wrk was spnsred by the Department f the Air Frce under Air Frce Cntract #FA87-05-C-000. Opinins, interpretatins,
More informationShort notes for Heat transfer
Furier s Law f Heat Cnductin Shrt ntes fr Heat transfer Q = Heat transfer in given directin. A = Crss-sectinal area perpendicular t heat flw directin. dt = Temperature difference between tw ends f a blck
More informationConceptual Dynamics SDC. An Interactive Text and Workbook. Kirstie Plantenberg Richard Hill. Better Textbooks. Lower Prices.
Cnceptual Dynamics An Interactive Text and Wrkbk Kirstie Plantenberg Richard Hill SDC P U B L I C AT I O N S Better Textbks. Lwer Prices. www.sdcpublicatins.cm Pwered by TCPDF (www.tcpdf.rg) Visit the
More informationModule 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(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f
1.0 Review f Electrmagnetic Field Thery Selected aspects f electrmagnetic thery are reviewed in this sectin, with emphasis n cncepts which are useful in understanding magnet design. Detailed, rigrus treatments
More informationON THE EFFECTIVENESS OF POROSITY ON UNSTEADY COUETTE FLOW AND HEAT TRANSFER BETWEEN PARALLEL POROUS PLATES WITH EXPONENTIAL DECAYING PRESSURE GRADIENT
17 Kragujevac J. Sci. 8 (006) 17-4. ON THE EFFECTIVENESS OF POROSITY ON UNSTEADY COUETTE FLOW AND HEAT TRANSFER BETWEEN PARALLEL POROUS PLATES WITH EXPONENTIAL DECAYING PRESSURE GRADIENT Hazem Ali Attia
More informationSolution to HW14 Fall-2002
Slutin t HW14 Fall-2002 CJ5 10.CQ.003. REASONING AND SOLUTION Figures 10.11 and 10.14 shw the velcity and the acceleratin, respectively, the shadw a ball that underges unirm circular mtin. The shadw underges
More informationDesign Optimization of Multi Element High Lift Configurations. Using a Viscous Continuous Adjoint Method
Design Optimizatin f Multi Element High Lift Cnfiguratins Using a Viscus Cntinuus Adjint Methd Sangh Kim, Juan J. Alns, and Antny Jamesn Stanfrd University, Stanfrd, CA 94305 ABSTRACT An adjint-based Navier-Stkes
More informationNumerical Simulation of the Flow Field in a Friction-Type Turbine (Tesla Turbine)
Numerical Simulatin f the Flw Field in a Frictin-Type Turbine (Tesla Turbine) Institute f Thermal Pwerplants Vienna niversity f Technlgy Getreidemarkt 9/313, A-6 Wien Andrés Felipe Rey Ladin Schl f Engineering,
More information7.0 Heat Transfer in an External Laminar Boundary Layer
7.0 Heat ransfer in an Eternal Laminar Bundary Layer 7. Intrductin In this chapter, we will assume: ) hat the fluid prperties are cnstant and unaffected by temperature variatins. ) he thermal & mmentum
More informationHomework 1 AERE355 Fall 2017 Due 9/1(F) NOTE: If your solution does not adhere to the format described in the syllabus, it will be grade as zero.
1 Hmerk 1 AERE355 Fall 217 Due 9/1(F) Name NOE: If yur slutin des nt adhere t the frmat described in the syllabus, it ill be grade as zer. Prblem 1(25pts) In the altitude regin h 1km, e have the flling
More informationStudy Guide Physics Pre-Comp 2013
I. Scientific Measurement Metric Units S.I. English Length Meter (m) Feet (ft.) Mass Kilgram (kg) Pund (lb.) Weight Newtn (N) Ounce (z.) r pund (lb.) Time Secnds (s) Secnds (s) Vlume Liter (L) Galln (gal)
More informationNumerical 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 informationDispersion of Contaminants in the Ocean
Dispersin f Cntaminants in the Ocean André Luiz da Fnseca Fadel 1, Jã Trnvsky 2 and Flávi Martins de Queirz Guimarães 2 1 Petrbras/CENPES, Cidade Universitaria, Ri de Janeir / RJ - Brasil 2 Chemtech Engenharia,
More informationFebruary 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 informationFall 2013 Physics 172 Recitation 3 Momentum and Springs
Fall 03 Physics 7 Recitatin 3 Mmentum and Springs Purpse: The purpse f this recitatin is t give yu experience wrking with mmentum and the mmentum update frmula. Readings: Chapter.3-.5 Learning Objectives:.3.
More informationEXPERIMENTAL 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 informationQ x = cos 1 30 = 53.1 South
Crdinatr: Dr. G. Khattak Thursday, August 0, 01 Page 1 Q1. A particle mves in ne dimensin such that its psitin x(t) as a functin f time t is given by x(t) =.0 + 7 t t, where t is in secnds and x(t) is
More informationCollective effects in Beam Dynamics
Cllective effects in Beam Dynamics Givanni Ruml, Hannes Bartsik and Kevin Li USPAS, ne-week curse, 19-24 January, 2015 http://uspas.fnal.gv/index.shtml January 2015 USPAS lectures 2 Particle beam Nminal
More informationk-nearest Neighbor How to choose k Average of k points more reliable when: Large k: noise in attributes +o o noise in class labels
Mtivating Example Memry-Based Learning Instance-Based Learning K-earest eighbr Inductive Assumptin Similar inputs map t similar utputs If nt true => learning is impssible If true => learning reduces t
More informationExaminer: Dr. Mohamed Elsharnoby Time: 180 min. Attempt all the following questions Solve the following five questions, and assume any missing data
Benha University Cllege f Engineering at Banha Department f Mechanical Eng. First Year Mechanical Subject : Fluid Mechanics M111 Date:4/5/016 Questins Fr Final Crrective Examinatin Examiner: Dr. Mhamed
More informationz = 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 informationFigure 1a. A planar mechanism.
ME 5 - Machine Design I Fall Semester 0 Name f Student Lab Sectin Number EXAM. OPEN BOOK AND CLOSED NOTES. Mnday, September rd, 0 Write n ne side nly f the paper prvided fr yur slutins. Where necessary,
More informationBLAST / HIDDEN MARKOV MODELS
CS262 (Winter 2015) Lecture 5 (January 20) Scribe: Kat Gregry BLAST / HIDDEN MARKOV MODELS BLAST CONTINUED HEURISTIC LOCAL ALIGNMENT Use Cmmnly used t search vast bilgical databases (n the rder f terabases/tetrabases)
More informationDerailment Safety Evaluation by Analytic Equations
PAPER Derailment Safety Evaluatin by Analytic Equatins Hideyuki TAKAI General Manager, Track Technlgy Div. Hirnari MURAMATSU Assistant Senir Researcher, Track Gemetry & Maintenance, Track Technlgy Div.
More informationQ1. In figure 1, Q = 60 µc, q = 20 µc, a = 3.0 m, and b = 4.0 m. Calculate the total electric force on q due to the other 2 charges.
Phys10 Secnd Majr-08 Zer Versin Crdinatr: Dr. I. M. Nasser Saturday, May 3, 009 Page: 1 Q1. In figure 1, Q = 60 µc, q = 0 µc, a = 3.0 m, and b = 4.0 m. Calculate the ttal electric frce n q due t the ther
More informationSMART 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 informationFree Vibrations of Catenary Risers with Internal Fluid
Prceeding Series f the Brazilian Sciety f Applied and Cmputatinal Mathematics, Vl. 4, N. 1, 216. Trabalh apresentad n DINCON, Natal - RN, 215. Prceeding Series f the Brazilian Sciety f Cmputatinal and
More informationCoupling High Fidelity Body Modeling with Non- Keplerian Dynamics to Design AIM-MASCOT-2 Landing Trajectories on Didymos Binary Asteroid
6 th Internatinal Cnference n Astrdynamics Tls and Techniques (ICATT) Darmstadt 14 17 March 2016 Cupling High Fidelity Bdy Mdeling with Nn- Keplerian Dynamics t Design AIM-MASCOT-2 Landing Trajectries
More informationForward-Integration Riccati-Based Feedback Control for Spacecraft Rendezvous Maneuvers on Elliptic Orbits
5st IEEE Cnference n Decisin and Cntrl December -3,. Maui, Hawaii, USA Frward-Integratin Riccati-Based Feedback Cntrl fr Spacecraft Rendezvus Maneuvers n Elliptic Avishai Weiss, Ilya Klmanvsky, Mrgan Baldwin,
More informationPrinciples of Organic Chemistry lecture 5, page 1
Principles f Organic Chemistry lecture 5, page 1 Bnding Mdels Fact: electrns hld mlecules tgether. Theries: mre than ne way t cnceptualize bnding. Let s fllw Carrll in the cnsideratin f tw theries f bnding.
More information1/2 and e0 e s ' 1+ imm w 4 M s 3 πρ0 r 3 m. n 0 ktr. .Also,since n 0 ktr 1,wehave. 4 3 M sπρ 0 r 3. ktr. 3 M sπρ 0
Chapter 6 6.1 Shw that fr a very weak slutin drplet (m 4 3 πr3 ρ 0 M s ), (6.8) can be written as e 0 ' 1+ a r b r 3 where a σ 0 /n 0 kt and b imm w / 4 3 M sπρ 0. What is yur interpretatin f thecnd and
More informationHonors Physics Final Review Summary
Hnrs Physics Final Review Summary Wrk Dne By A Cnstant Frce: Wrk describes a frce s tendency t change the speed f an bject. Wrk is dne nly when an bject mves in respnse t a frce, and a cmpnent f the frce
More informationPropeller Performance Analysis Using Lifting Line Theory. by Kevin M. Flood B.S., (1997) Hobart College M.A., (2002) Webster University
Prpeller Perfrmance Analysis Using Lifting Line Thery by Kevin M. Fld B.S., (997) Hbart Cllege M.A., (00) Webster University Submitted t the Department f Mechanical Engineering in Partial Fulfillment f
More information" 1 = # $H vap. Chapter 3 Problems
Chapter 3 rblems rblem At 1 atmsphere pure Ge melts at 1232 K and bils at 298 K. he triple pint ccurs at =8.4x1-8 atm. Estimate the heat f vaprizatin f Ge. he heat f vaprizatin is estimated frm the Clausius
More informationRotating Radial Duct
Internatinl Jurnal f Rtating Machinery 1995, Vl. 2, N. 1, pp. 51-58 Reprints available directly frm the publisher Phtcpying permitted by license nly (C) 1995 OPA (Overseas Publishers Assciatin) Amsterdam
More informationA Study of Aerodynamic Characteristics of an Anti-tank Missile
Int'l Cnference n Research & Innvatin in Cmputer, Electrnics and Manufacturing Engineering (RICEME-7) Feb. 2-3, 27 Bali (Indnesia) A Study f Aerdynamic Characteristics f an Anti-tank Missile Chun-Chi Li,
More informationChapter 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 informationFIELD QUALITY IN ACCELERATOR MAGNETS
FIELD QUALITY IN ACCELERATOR MAGNETS S. Russenschuck CERN, 1211 Geneva 23, Switzerland Abstract The field quality in the supercnducting magnets is expressed in terms f the cefficients f the Furier series
More informationProfessional Development. Implementing the NGSS: High School Physics
Prfessinal Develpment Implementing the NGSS: High Schl Physics This is a dem. The 30-min vide webinar is available in the full PD. Get it here. Tday s Learning Objectives NGSS key cncepts why this is different
More informationNumerical study on flow separation control over NACA0015 aerofoil using electromagnetic fields
THEORETIAL & APPLIE MEHANIS LETTERS 3 53 (13) study n flw separatin cntrl ver NAA15 aerfil using electrmagnetic fields Ahmad Sedaghat 1 a) and Mhammad Ali Badri 1) epartment f Mechanical Engineering Isfahan
More informationKinematic transformation of mechanical behavior Neville Hogan
inematic transfrmatin f mechanical behavir Neville Hgan Generalized crdinates are fundamental If we assume that a linkage may accurately be described as a cllectin f linked rigid bdies, their generalized
More informationCourse Stabilty of Structures
Curse Stabilty f Structures Lecture ntes 2015.03.06 abut 3D beams, sme preliminaries (1:st rder thery) Trsin, 1:st rder thery 3D beams 2:nd rder thery Trsinal buckling Cupled buckling mdes, eamples Numerical
More informationYeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN
Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Prfessr and Chair Mechanical Engineering Department Christian Brthers University 650 East Parkway Suth Memphis, TN 38104 Office: (901) 321-3424 Rm: N-110 Fax : (901) 321-3402
More informationAssume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected.
1 HW #3: Cnservatin f Linear Mmentum, Cnservatin f Energy, Cnservatin f Angular Mmentum and Turbmachines, Bernulli s Equatin, Dimensinal Analysis, and Pipe Flws Prblem 1. Cnservatins f Mass and Linear
More informationDesign Optimization of High Lift Configurations Using a Viscous Continuous Adjoint Method
AIAA 2002 0844 Design Optimizatin f High Lift Cnfiguratins Using a Viscus Cntinuus Adjint Methd Sangh Kim, Juan J. Alns, and Antny Jamesn Stanfrd University, Stanfrd, CA 94305 40th AIAA Aerspace Sciences
More informationNATIONAL ADVISORY COMMITTEE FOR AERONAUTICS
r NATIONAL ADVISORY COMMITTEE FOR AERONAUTICS TECHNICAL NOTE 1930 AN ANALYSIS OF THE EFFECT OF LIFT-DRAG RATIO AND STALLING SPEED ON LANDING-FLARE CHARACTERISTICS By J. Calvin Lvell and Stanley Lipsn v
More informationAUTOMOTIVE RADIATOR - DESIGN AND EXPERIMENTAL VALIDATION
Internatinal Jurnal f Autmbile Engineering Research and Develpment (IJAuERD) ISSN 2277-4785 Vl. 3, Issue 4, Oct 2013, 1-10 TJPRC Pvt. Ltd. AUTOMOTIVE RADIATOR - DESIGN AND EXPERIMENTAL VALIDATION PAWAN
More informationAdvanced Heat and Mass Transfer by Amir Faghri, Yuwen Zhang, and John R. Howell
6.5 Natural Cnvectin in Enclsures Enclsures are finite spaces bunded by walls and filled with fluid. Natural cnvectin in enclsures, als knwn as internal cnvectin, takes place in rms and buildings, furnaces,
More informationSTUDIES OF THE CONTINUOUS AND DISCRETE ADJOINT APPROACHES TO VISCOUS AUTOMATIC AERODYNAMIC SHAPE OPTIMIZATION
STUIES OF THE CONTINUOUS AN ISCRETE AJOINT APPROACHES TO VISCOUS AUTOMATIC AEROYNAMIC SHAPE OPTIMIZATION Siva K. Nadarajah and Antny Jamesn epartment f Aernautics and Astrnautics Stanfrd University Stanfrd,
More information[ ] [ ] [ ] [ ] [ ] [ J] dt x x hard to solve in general solve it numerically. If there is no convection. is in the absence of reaction n
.3 The material balance equatin Net change f [J] due t diffusin, cnvectin, and reactin [ ] [ ] [ ] d J J J n = D v k [ J ] fr n - th reactin dt x x hard t slve in general slve it numerically If there is
More information17 IMPACT PROPERTIES OF COMPOSITES
17 IMPACT PROPERTIES OF COMPOSITES 17-1 Impact resistance is the ability f a material t absrb and dissipate energies under impact r shck lading. The respnse t impact lads ranges frm lcalized damage t ttal
More informationTHE 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 informationES201 - Examination 2 Winter Adams and Richards NAME BOX NUMBER
ES201 - Examinatin 2 Winter 2003-2004 Adams and Richards NAME BOX NUMBER Please Circle One : Richards (Perid 4) ES201-01 Adams (Perid 4) ES201-02 Adams (Perid 6) ES201-03 Prblem 1 ( 12 ) Prblem 2 ( 24
More informationPressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects
Pressure And Entrpy Variatins Acrss The Weak Shck Wave Due T Viscsity Effects OSTAFA A. A. AHOUD Department f athematics Faculty f Science Benha University 13518 Benha EGYPT Abstract:-The nnlinear differential
More informationbulk velocity through orifice,
150A Review Sessin Other Frictin Lsses Bernulli hf accunts fr all types f drag: is drag due t skin frictin is drag due t fittings (tabulated fractin f the velcity head) is drag due t units (a given r calculated
More informationmaking 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 informationReduction of the Adjoint Gradient Formula in the Continuous Limit
Reductin f the Adjint Gradient Frmula in the Cntinuus Limit Antny Jamesn and Sangh Kim Stanfrd University, Stanfrd, CA 9435, U.S.A Abstract We present a new cntinuus adjint methd fr aerdynamic shape ptimizatin
More informationEnhancing Performance of MLP/RBF Neural Classifiers via an Multivariate Data Distribution Scheme
Enhancing Perfrmance f / Neural Classifiers via an Multivariate Data Distributin Scheme Halis Altun, Gökhan Gelen Nigde University, Electrical and Electrnics Engineering Department Nigde, Turkey haltun@nigde.edu.tr
More informationMath 302 Learning Objectives
Multivariable Calculus (Part I) 13.1 Vectrs in Three-Dimensinal Space Math 302 Learning Objectives Plt pints in three-dimensinal space. Find the distance between tw pints in three-dimensinal space. Write
More informationDesign Constraints for Liquid-Protected Divertors
Design Cnstraints fr iquid-prtected Divertrs S. Shin, S. I. Abdel-Khalik, M. Yda, and the ARIES Team G. W. Wdruff Schl f Mechanical Engineering, Gergia Institute f Technlgy, Atlanta, GA 3033-0405 USA [seungwn.shin@me.gatech.edu,
More informationCOMP 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 informationCompressibility Effects
Definitin f Cmpressibility All real substances are cmpressible t sme greater r lesser extent; that is, when yu squeeze r press n them, their density will change The amunt by which a substance can be cmpressed
More informationAerodynamic Shape Optimization Using the Adjoint Method
Aerdynamic Shape Optimizatin Using the Adjint Methd Antny Jamesn epartment f Aernautics & Astrnautics Stanfrd University Stanfrd, Califrnia 94305 USA Lectures at the Vn Karman Institute, russels Febuary
More informationCS 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 informationChapter 2 GAUSS LAW Recommended Problems:
Chapter GAUSS LAW Recmmended Prblems: 1,4,5,6,7,9,11,13,15,18,19,1,7,9,31,35,37,39,41,43,45,47,49,51,55,57,61,6,69. LCTRIC FLUX lectric flux is a measure f the number f electric filed lines penetrating
More informationconvection coefficient. The different property values of water at 20 C are given by: u W/m K, h=8062 W/m K
Practice rblems fr Cnvective Heat Transfer 1. Water at 0 C flws ver a flat late 1m 1m at 10 C with a free stream velcity f 4 m/s. Determine the thickness f bndary layers, lcal and average vale f drag cefficient
More informationAEDC-TR ABLATION TESTING IN HOT AND COLD COAXIAL JETS - PHASE I, COLD FLOW FEASIBILITY TESTS. April 1970
^ ABLATION TESTING IN HOT AND COLD COAXIAL JETS - PHASE I, COLD FLOW FEASIBILITY TESTS R. D. Herrn ARO, Inc. April 1970 This dcument has been apprved fr public release and sale; its distributin is unlimited.
More informationCHAPTER 6 -- ENERGY. Approach #2: Using the component of mg along the line of d:
Slutins--Ch. 6 (Energy) CHAPTER 6 -- ENERGY 6.) The f.b.d. shwn t the right has been prvided t identify all the frces acting n the bdy as it mves up the incline. a.) T determine the wrk dne by gravity
More informationMATHEMATICS SYLLABUS SECONDARY 5th YEAR
Eurpean Schls Office f the Secretary-General Pedaggical Develpment Unit Ref. : 011-01-D-8-en- Orig. : EN MATHEMATICS SYLLABUS SECONDARY 5th YEAR 6 perid/week curse APPROVED BY THE JOINT TEACHING COMMITTEE
More informationELECTRON 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 informationSOLUTION OF THREE-CONSTRAINT ENTROPY-BASED VELOCITY DISTRIBUTION
SOLUTION OF THREECONSTRAINT ENTROPYBASED VELOCITY DISTRIBUTION By D. E. Barbe,' J. F. Cruise, 2 and V. P. Singh, 3 Members, ASCE ABSTRACT: A twdimensinal velcity prfile based upn the principle f maximum
More informationThe Effect of Scaling of Owl s Flight Feather on Aerodynamic Noise at Inter-coach Space of High Speed Trains based on Biomimetic Analogy
IJR Internatinal Jurnal f Railway Vl. 4, N. 4 / December 2011, pp. 109-115 The Krean Sciety fr Railway The Effect f Scaling f Owl s Flight Feather n Aerdynamic Nise at Inter-cach Space f High Speed Trains
More informationON THE COMPUTATIONAL DESIGN METHODS FOR IMPROOVING THE GEAR TRANSMISSION PERFORMANCES
ON THE COMPUTATIONAL DESIGN METHODS FOR IMPROOVING THE GEAR TRANSMISSION PERFORMANCES Flavia Chira 1, Mihai Banica 1, Dinu Sticvici 1 1 Assc.Prf., PhD. Eng., Nrth University f Baia Mare, e-mail: Flavia.Chira@ubm.r
More informationComputational 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 informationEffects of piezo-viscous dependency on squeeze film between circular plates: Couple Stress fluid model
Turkish Jurnal f Science & Technlgy Vlume 9(1), 97-103, 014 Effects f piez-viscus dependency n squeeze film between circular plates: Cuple Stress fluid mdel Abstract U. P. SINGH Ansal Technical Campus,
More informationENGI 4430 Parametric Vector Functions Page 2-01
ENGI 4430 Parametric Vectr Functins Page -01. Parametric Vectr Functins (cntinued) Any nn-zer vectr r can be decmpsed int its magnitude r and its directin: r rrˆ, where r r 0 Tangent Vectr: dx dy dz dr
More informationProcess 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 informationLattice specific heat of carbon nanotubes.
Lattice specific heat f carbn nantubes. A. Sparavigna Dipartiment di Fisica, Plitecnic di Trin C.s Duca degli Abruzzi 4, 1019 Trin, Italy The lattice specific heat f carbn nantubes is evaluated within
More informationFast Fourier Transform-based micromechanical modeling of polycrystals with direct input from microstructural images
Fast Furier Transfrm-based micrmechanical mdeling f plycrystals with direct input frm micrstructural images Ricard A. Lebenshn (Ls Alams Natinal Labratry, USA) FFT-based frmulatin fr plycrystals: fast
More informationGuaranteeing Reliability with Vibration Simulation and Testing. Dr. Nathan Blattau
Guaranteeing Reliability with Vibratin Simulatin and Testing Dr. Nathan Blattau . Nathan Blattau, Ph.D. - Senir Vice President Has been invlved in the packaging and reliability f electrnic equipment fr
More information3D 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 informationQ1. A) 48 m/s B) 17 m/s C) 22 m/s D) 66 m/s E) 53 m/s. Ans: = 84.0 Q2.
Phys10 Final-133 Zer Versin Crdinatr: A.A.Naqvi Wednesday, August 13, 014 Page: 1 Q1. A string, f length 0.75 m and fixed at bth ends, is vibrating in its fundamental mde. The maximum transverse speed
More informationTHE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS
THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS M.S. Chng Department f Mechanical Engineering The University f Melburne Victria 3010 AUSTRALIA min@unimelb.edu.au J.P. Mnty
More informationAnalysis of Hydrodynamics and Heat Transfer in a Thin Liquid Film Flowing Over a Rotating Disk by the Integral Method
S. Basu B. M. Cetegen 1 Fellw ASME Mechanical Engineering Department, University f Cnnecticut, Strrs, CT 06269-3139 Analysis f Hydrdynamics and Heat Transfer in a Thin Liquid Film Flwing Over a Rtating
More informationThe challenges of Linearized Physics (LP) in Data Assimilation (DA)
The challenges f Linearized Physics (LP) in Data Assimilatin (DA) Philippe Lpez, ECMWF with thanks t Marta aniskvá (ECMWF). Outline Brief reminder f what DA is abut. Physics in (4D-Var) DA: Why, where
More informationPSU GISPOPSCI June 2011 Ordinary Least Squares & Spatial Linear Regression in GeoDa
There are tw parts t this lab. The first is intended t demnstrate hw t request and interpret the spatial diagnstics f a standard OLS regressin mdel using GeDa. The diagnstics prvide infrmatin abut the
More informationComparison of hybrid ensemble-4dvar with EnKF and 4DVar for regional-scale data assimilation
Cmparisn f hybrid ensemble-4dvar with EnKF and 4DVar fr reginal-scale data assimilatin Jn Pterjy and Fuqing Zhang Department f Meterlgy The Pennsylvania State University Wednesday 18 th December, 2013
More informationOF 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 informationSurface 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 informationEdexcel 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