Hydrogen Production with Mixed Protonic-Electronic Conducting Perovskite Membranes
|
|
- Gabriel Johnson
- 5 years ago
- Views:
Transcription
1 ydrogen roducon wh Mxed roonc-elecronc Conducng erovske Membranes Erc D. achsman UF-DE gh Temperaure Elecrochemsry Cener Deparmen of Maerals Scence and Engneerng Unversy of Florda Ganesvlle, FL 36 UF-DE TEC UF-DE TEC
2 ulne Inroducon Fundamenals and Maerals Developmen Membrane eacor Fabrcaon and esuls ecen Membrane Maerals Advances Conclusons UF-DE TEC
3 Concep - Auohermal Caalyc Membrane eacor for roducon of ure C N-SrCe 3 porous ubular suppor Suppor for hydrogen membrane N caalyzes endohermc seam reformng or waer gas-shf reacon SrCe -x x 3-δ dense hydrogen membrane Mxed proon-elecron conducor ~0 µm dense layer xygen ranspor membrane Exohermc oxdaon of hydrocarbon feed gas Ulmaely can produce pure from any hydrocarbon feed sock: Naural gas Coal based syn gas Bomass UF-DE TEC
4 Cos of ydrogen roducon from Naural Gas* C = C /C C ~ 0.0C$/m 3 ~$0.5/m 3 ~0.05 /ler * Assumes 00% converson and selecvy, ar and waer are free, and gnores capal cos UF-DE TEC
5 DE s Fuure Gen ydrogen and elecrcy co-generaon from coal Zero emssons and C capure ydrogen roducon from Fossl Fuels wh roon and xygen-ion Transpor Membranes, E. D. achsman and M. C. llams, Inerface, Volume 3, No.3, Fall 00 UF-DE TEC
6 ulne Inroducon Fundamenals and Maerals Developmen Membrane eacor Fabrcaon and esuls ecen Membrane Maerals Advances Conclusons UF-DE TEC
7 XIDE-IN CNDUCTING MIEC s ermeaon Membrane arally xdzed ydrocarbon Effluen C, Cnm Vo h N, N ydrocarbon Feed σ and σ e of La 0.8 Sr 0. Co 0.8 Fe 0. 3-d Teraoka, e al (998) J of La 0.6 Sr 0. Co 0.8 B 0. 3-d Teraoka, e al (998) Ionc and elecronc conducvy resuls n permeaon lmed by oxde-on conducvy σ Vo UF-DE TEC
8 XIDE-IN vs. TNIC CNDUCTIN M M x x V xygen ons jump from a flled ( x ) o a vacan (V ) se -bonded proons form an group ( ) roons move around x and jump o neghborng x UF-DE TEC
9 TNIC vs. XIDE-IN CNDUCTS ermeaon Membrane ydrogen Depleed Effluen C, C+ e o C,, C arally xdzed ydrocarbon Feed SrCe 3-δ layer N-GDC porous suppor Iwahara, e al. σ and σ e of La 0.8 Sr 0. Co 0.8 Fe 0. 3-d Teraoka, e al (998) roonc conducors have comparable onc conducvy bu neglgble elecronc conducvy flux lmed by elecronc conducvy (σ e ) UF-DE TEC
10 Addng Elecronc Conducvy o a roon Conducor Add elecronc conducvy by dopng Ce se wh mulvalen caon (M 3+/+ ) ha can be reduced o + M Ce = M Ce + e (n-ype conducon) E. D. achsman and N. Jang, cober, 00, U.S. aen No. 6,96, Mach onc rad for hase sably roon conducvy > 3+/+ Conducvy of BaCe -x M x 3-d as a funcon r M, Iwahara e al (993) UF-DE TEC
11 Flux elaonshp J // // T T =! # ln +! ( + / / / ) ln d # d V V e L F F roon flux across calculaed usng agner equaon: Assumes ha bulk dffuson s rae lmng sep σ s he oal conducvy σ = z q u, ( =, V, e ) Transference number, = σ / σ gh flux requres boh hgh proonc and hgh elecronc conducvy F s Faraday s consan L s he membrane hckness Inegrae boh and poenal gradens UF-DE TEC
12 UF-DE TEC Complex Defec Equlbra n p!! V! / Ce // Ce 6 3 { 6 3 { 6 3 ) ( 6 3 { 6 3 { A Ce // = { { { 3 { A Ce // = 6 3 { A 6 3 { A 6 3 { A 3 { { A // / Ce Ce = 6 3 { A { { { Ce / = { A 8 { 8 { { 8 { 8 { A Ce / = { { { A! { { { A! 8 { A 8 { A { A 8 { A // Ce = 8 { A { { A Charge Neuraly = V n // = V Ce = n / = V Ce A p << A p << A p >> A p >> // = V Ce / = Ce // = Ce // = Ce p Ce = /
13 Modelng Defec Equlbra and Transpor -effec of,, S. J. Song, E. D. achsman, S. E. Dorrs, and U. Balachandran, Sold Sae Ioncs, 9, -0 (00). UF-DE TEC
14 Modelng Defec Equlbra and Transpor σ = z q u UF-DE TEC
15 Selecon of Dopan - Conducvy as a Funcon of n-ype p-ype BaCe 0.85 Gd Neglgble n-ype elecronc conducvy excep a very hgh emperaure >000 C N. Bonanos (99) log σ (S/cm) -.6 ) -.65 m c / S -.7 ( g o! l C 600 C BaCe Sgnfcan n-ype elecronc conducvy a much lower emperaure and hgher J. hodes and E.D. achsman (00) log o UF-DE TEC
16 Flux elaonshp J // // T T =! # ln +! ( + / / / ) ln d # d V V e L F F Flux ~ /membrane hckness (L) YDGEN FLUX (cc/cm -mn) % 0.75 mm 90%.00 mm 90%.00 mm TEMEATUE ( o C) YDGEN FLUX (cc/cm -mn) o C 800 o C 750 o C /TICNESS (mm) A hgh emperaure (>750 C) permeaon s bulk ranspor conrolled Flux s lnear wh /L A lower emperaure permeaon s surface knec conrolled UF-DE TEC
17 ulne Inroducon Fundamenals and Maerals Developmen Membrane eacor Fabrcaon and esuls ecen Membrane Maerals Advances Conclusons UF-DE TEC
18 ydrogen Membrane Cell Fabrcaon Co-frng Slurry Snered coang suppor hydrogen for and membrane hn hn cell flm flm UF-DE TEC
19 Fabrcaon of Membrane eacor UF-DE TEC
20 ydrogen Membrane Evaluaon All ubes are connuously leak checked by Ar racer n feed gas UF-DE TEC
21 ydrogen ermeaon and Leak Tesng Confrms membranes are leak free Capable of producng 00% pury UF-DE TEC
22 ydrogen ermeaon ydrogen flux ~ / UF-DE TEC
23 ydrogen ermeaon (am) average value Acvaon energy,e (ev) Acvaon energy of ~0.9 ev ndcaes flux lmed by σ e σ acvaon energy ~ 0.5 ev UF-DE TEC
24 ydrogen ermeaon Membrane ubes produce 7 cc/mn of pure -3% balance Ar / SrCe /e UF-DE TEC
25 ydrogen ermeaon Area normalzed membrane flux comparable o bes n leraure. owever -3% balance Ar / SrCe /e balance e / SrCe 0.95 Tm / 0% balance e S. Cheng, V.. Gupa, and J. Y. S. Ln, Sold Sae Ioncs 76 (005) 653. % -3% balance e / N-BaCe 0.8 Y 0. 3 / N wh 00ppm C. Zuo, T.. Lee, S.-J. Song, L. Chen, S. E. Dorrs, U. Balachandran, and M. Lu, Elecrochem. Sold-Sae Le., 8 (005) J35 UF-DE TEC
26 ydrogen roducon C / ~ ure produced drecly by nernal seam reformng C flux even hgher han from comparable feed UF-DE TEC
27 ydrogen roducon Converson (%) h permeaon hou permeaon Thermodynamc calculaon ermeaon ydrogen producon and ermeaon Flux (cc/mn) Temperaure ( o C) aer gas shf reacon: C + -> C + 3% C and balance e Sold lnes are /C=, dashed lnes are /C UF-DE TEC
28 ulne Inroducon Fundamenals and Maerals Developmen Membrane eacor Fabrcaon and esuls ecen Membrane Maerals Advances Conclusons UF-DE TEC
29 Conducvy of -doped SrCe o C Log σ roon (Scm - ) o C 700 o C 600 o C Acvaon Energy 0 mol% 0.9 ev 5 mol% 0.5 ev 0 mol% 0.87 ev Dopng concenraon of on SrCe 3 (mol %) Toal conducvy maxmum a ~0% UF-DE TEC
30 roon vs. Elecron Conducvy - roon Conducvy - Elecron Conducvy o C 900 o C Log σ roon (Scm - ) o C 700 o C 600 o C Log σ Elecron (Scm - ) o C 700 o C 600 o C Dopng concenraon of (mol %) Dopng concenraon of (mol %) Increasng concenraon: Decreases σ Increases σ e UF-DE TEC
31 Increased Elecronc Transference Number roon Transference number roon 5 roon 0 Elecron 0 Elecron 5 = e # = + # e # e + # e 0. Elecron Temperaure ( o C) flux lmed by elecronc conducvy UF-DE TEC
32 Conclusons gh emperaure proonc conducors offer remendous poenal for producon Addng elecronc conducvy sgnfcanly ncreases flux Demonsraed permeaon flux of ~0 cc/mn flux s proporonal o / flux s lmed by elecronc conducon Demonsraed pure producon from nernal seam reformed C Demonsraed pure producon from waer-gas-shf reacon Increased producon of membrane reacor - La Chaler Increasng -dopan concenraon wll sgnfcanly ncrease permeaon and producon Demonsraed >0X ncrease n e Should resul n 6 ler/hr producon per ube UF-DE TEC
33 Acknowledgemens NASA Conrac NAG3-930 DE TEC Conrac DE-AC05-76L0830 eesung Yoon Takeun h Janln L Sun Ju Song Jame hodes UF-DE TEC
34 ydrogen roducon, Transpor, and Sorage Symposum B The Elecrochemcal Socey Chcago, May 6-, 007 Absracs should be submed va he ECS webse by January 3, 007. Commens and nqures abou he symposum may be sen o he organzers: E. D. achsman, Unversy of Florda, ewach@mse.ufl.edu M. C. llams, NETL, mark.wllams@nel.doe.gov M. eben, NEL, Mchael_heben@nrel.gov A. Manvannan, NETL, manvana@nel.doe.gov B.. Maupn, U.S. Deparmen of Energy, paul.maupn@scence.doe.gov C. V. aman, Illnos Insue of Technology, raman@.edu UF-DE TEC
Multi-Fuel and Mixed-Mode IC Engine Combustion Simulation with a Detailed Chemistry Based Progress Variable Library Approach
Mul-Fuel and Med-Mode IC Engne Combuson Smulaon wh a Dealed Chemsry Based Progress Varable Lbrary Approach Conens Inroducon Approach Resuls Conclusons 2 Inroducon New Combuson Model- PVM-MF New Legslaons
More informationComprehensive Integrated Simulation and Optimization of LPP for EUV Lithography Devices
Comprehense Inegraed Smulaon and Opmaon of LPP for EUV Lhograph Deces A. Hassanen V. Su V. Moroo T. Su B. Rce (Inel) Fourh Inernaonal EUVL Smposum San Dego CA Noember 7-9 2005 Argonne Naonal Laboraor Offce
More informationTranscription: Messenger RNA, mrna, is produced and transported to Ribosomes
Quanave Cenral Dogma I Reference hp//book.bonumbers.org Inaon ranscrpon RNA polymerase and ranscrpon Facor (F) s bnds o promoer regon of DNA ranscrpon Meenger RNA, mrna, s produced and ranspored o Rbosomes
More informationSolution in semi infinite diffusion couples (error function analysis)
Soluon n sem nfne dffuson couples (error funcon analyss) Le us consder now he sem nfne dffuson couple of wo blocks wh concenraon of and I means ha, n a A- bnary sysem, s bondng beween wo blocks made of
More informationNonequilibrium models for a multi component reactive distillation column
onequlbrum models for a mul componen reacve dsllaon column D. ROUZIEAU, M. PREVOST, M. MEYER IP/E..S.I.G.C LGC Equpe Séparaon Gaz Lqude 8 Chemn de la Loge, 3078 Toulouse Cedex 4, France Absrac A nonequlbrum
More informationOptimal Operation of the Cyclic Claus Process
17 h European Symposum on Compuer Aded Process Engneerng ESCAPE17 V. Plesu and P.S. Agach (Edors) 7 Elsever B.V. All rghs reserved. 1 Opmal Operaon of he Cyclc Claus Process Assanous Abufares a and Sebasan
More informationCONTAMINATION OF QUARTZ GLASS SAMPLE SURFACES UNDER IRRADIATION BY OUTGASSED VOLATILE PRODUCTS
CONTAMINATION OF QUARTZ GLASS SAMPLE SURFACES UNDER IRRADIATION BY OUTGASSED VOLATILE PRODUCTS R.H. Khasanshn (1), A.N. Galygn (1), N.G. Alexandrov (2) (1) Jon-sock company Kompoz 4, Ponerskay sr., 141070
More informationPolymerization Technology Laboratory Course
Prakkum Polymer Scence/Polymersaonsechnk Versuch Resdence Tme Dsrbuon Polymerzaon Technology Laboraory Course Resdence Tme Dsrbuon of Chemcal Reacors If molecules or elemens of a flud are akng dfferen
More informationIon Transport Numbers
4/8/17 A quoe of he week (or camel of he week): A lfe spen makng msakes s no only more honorable, bu more useful han a lfe spen dong nohng. George Bernard Shaw 1 Ion Transpor Numbers Ion ranspor number
More informationTHERMODYNAMICS 1. The First Law and Other Basic Concepts (part 2)
Company LOGO THERMODYNAMICS The Frs Law and Oher Basc Conceps (par ) Deparmen of Chemcal Engneerng, Semarang Sae Unversy Dhon Harano S.T., M.T., M.Sc. Have you ever cooked? Equlbrum Equlbrum (con.) Equlbrum
More informationOn One Analytic Method of. Constructing Program Controls
Appled Mahemacal Scences, Vol. 9, 05, no. 8, 409-407 HIKARI Ld, www.m-hkar.com hp://dx.do.org/0.988/ams.05.54349 On One Analyc Mehod of Consrucng Program Conrols A. N. Kvko, S. V. Chsyakov and Yu. E. Balyna
More informationNational Exams December 2015 NOTES: 04-BS-13, Biology. 3 hours duration
Naonal Exams December 205 04-BS-3 Bology 3 hours duraon NOTES: f doub exss as o he nerpreaon of any queson he canddae s urged o subm wh he answer paper a clear saemen of any assumpons made 2 Ths s a CLOSED
More informationLecture 9: Dynamic Properties
Shor Course on Molecular Dynamcs Smulaon Lecure 9: Dynamc Properes Professor A. Marn Purdue Unversy Hgh Level Course Oulne 1. MD Bascs. Poenal Energy Funcons 3. Inegraon Algorhms 4. Temperaure Conrol 5.
More informationSUPPLEMENTARY INFORMATION
In he orma provded y he auhors and uneded. SUPPLEMENTRY INFORMTION OI: 1.138/NMT4968 Nanoduson n Elecrocaalyc Flms Cyrlle Cosenn 1 *, Carlo Govann 1, Maron Graud, Jean-Mchel Savéan 1 *, and Céc Tard 1
More informationRobustness Experiments with Two Variance Components
Naonal Insue of Sandards and Technology (NIST) Informaon Technology Laboraory (ITL) Sascal Engneerng Dvson (SED) Robusness Expermens wh Two Varance Componens by Ana Ivelsse Avlés avles@ns.gov Conference
More informationNumerical Simulation of the Dispersion of a Plume of Exhaust Gases from Diesel and Petrol Engine Vehicles
World Academy of Scence, Engneerng and Technology 67 01 Numercal Smulaon of he Dsperson of a Plume of Exhaus Gases from Desel and Perol Engne Vehcles H. ZAHLOUL, and M. MERIEM-BENZIANE Absrac The obecve
More informationAttribute Reduction Algorithm Based on Discernibility Matrix with Algebraic Method GAO Jing1,a, Ma Hui1, Han Zhidong2,b
Inernaonal Indusral Informacs and Compuer Engneerng Conference (IIICEC 05) Arbue educon Algorhm Based on Dscernbly Marx wh Algebrac Mehod GAO Jng,a, Ma Hu, Han Zhdong,b Informaon School, Capal Unversy
More informationDiffusion of Heptane in Polyethylene Vinyl Acetate: Modelisation and Experimentation
IOSR Journal of Appled hemsry (IOSR-JA) e-issn: 78-5736.Volume 7, Issue 6 Ver. I. (Jun. 4), PP 8-86 Dffuson of Hepane n Polyehylene Vnyl Aceae: odelsaon and Expermenaon Rachd Aman *, Façal oubarak, hammed
More informationNumerical simulation of a solar chimney power plant in the southern region of Iran
Energy Equp. Sys./ Vol. 5/No.4/December 2017/ 431-437 Energy Equpmen and Sysems hp://energyequpsys.u.ac.r www.energyequpsys.com Numercal smulaon of a solar chmney power plan n he souhern regon of Iran
More informationPower Electronics 7. Diode and Diode Circuits
Module 7 Dode and Dode Crcus. Inroducon 2. DC and swchng characerscs 3. Types of Power Dode 4. Dode Crcu 4.. Seres Conneced Dodes 4.2. Parallel Conneced Dodes 5. Dode behavor for dfferen loads 6. Freewheelng
More informationMaterial Science Simulations using PWmat
Maeral Scence Smulaons usng PWma Ln-Wang Wang Chef Techncal Advsor, LongXu Oulne 1 Charge pachng mehod for nanosrucure calculaons 2 Shockley-Read-Hall nonradave decay calculaons 3 Real-me TDDFT smulaons
More informationTrack Properities of Normal Chain
In. J. Conemp. Mah. Scences, Vol. 8, 213, no. 4, 163-171 HIKARI Ld, www.m-har.com rac Propes of Normal Chan L Chen School of Mahemacs and Sascs, Zhengzhou Normal Unversy Zhengzhou Cy, Hennan Provnce, 4544,
More informationThe Dynamic Programming Models for Inventory Control System with Time-varying Demand
The Dynamc Programmng Models for Invenory Conrol Sysem wh Tme-varyng Demand Truong Hong Trnh (Correspondng auhor) The Unversy of Danang, Unversy of Economcs, Venam Tel: 84-236-352-5459 E-mal: rnh.h@due.edu.vn
More informationMobile Ion Effects on SiC MOS Bias- Temperature Instability Measurements
14-15 Aug 2014 1 U.S. Army Research, Developmen and Engineering Command Mobile Ion Effecs on SiC MOS Bias- Temperaure Insabiliy Measuremens Daniel B. Habersa Neil Goldsman (UMD), and Aivars Lelis 14-15
More informationELASTIC MODULUS ESTIMATION OF CHOPPED CARBON FIBER TAPE REINFORCED THERMOPLASTICS USING THE MONTE CARLO SIMULATION
THE 19 TH INTERNATIONAL ONFERENE ON OMPOSITE MATERIALS ELASTI MODULUS ESTIMATION OF HOPPED ARBON FIBER TAPE REINFORED THERMOPLASTIS USING THE MONTE ARLO SIMULATION Y. Sao 1*, J. Takahash 1, T. Masuo 1,
More informationV R. Electronics and Microelectronics AE4B34EM. Electronics and Microelectronics AE4B34EM. Voltage. Basic concept. Voltage.
Elecroncs and Mcroelecroncs AEBEM. lecure basc elecronc crcu conceps ressors, capacors, nducors Elecroncs and Mcroelecroncs AEBEM Sudng maerals: server MOODLE hp://moodle.kme.fel.cvu.cz AEBEM Elecroncs
More informationFall 2009 Social Sciences 7418 University of Wisconsin-Madison. Problem Set 2 Answers (4) (6) di = D (10)
Publc Affars 974 Menze D. Chnn Fall 2009 Socal Scences 7418 Unversy of Wsconsn-Madson Problem Se 2 Answers Due n lecure on Thursday, November 12. " Box n" your answers o he algebrac quesons. 1. Consder
More informationHEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD
Journal of Appled Mahemacs and Compuaonal Mechancs 3, (), 45-5 HEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD Sansław Kukla, Urszula Sedlecka Insue of Mahemacs,
More information[ ] 2. [ ]3 + (Δx i + Δx i 1 ) / 2. Δx i-1 Δx i Δx i+1. TPG4160 Reservoir Simulation 2018 Lecture note 3. page 1 of 5
TPG460 Reservor Smulaon 08 page of 5 DISCRETIZATIO OF THE FOW EQUATIOS As we already have seen, fne dfference appromaons of he paral dervaves appearng n he flow equaons may be obaned from Taylor seres
More informationV.Abramov - FURTHER ANALYSIS OF CONFIDENCE INTERVALS FOR LARGE CLIENT/SERVER COMPUTER NETWORKS
R&RATA # Vol.) 8, March FURTHER AALYSIS OF COFIDECE ITERVALS FOR LARGE CLIET/SERVER COMPUTER ETWORKS Vyacheslav Abramov School of Mahemacal Scences, Monash Unversy, Buldng 8, Level 4, Clayon Campus, Wellngon
More informationModern Time-Rate Relations
Modern Tme-Rae Relaons Slde 1 Orenaon Tme-Rae Relaons: New me-rae relaons whch ulze he followng componens: Hyperbolc and modfed-hyperbolc relaons, Power-law/sreched exponenal relaons, and Exponenal relaons
More informationP R = P 0. The system is shown on the next figure:
TPG460 Reservor Smulaon 08 page of INTRODUCTION TO RESERVOIR SIMULATION Analycal and numercal soluons of smple one-dmensonal, one-phase flow equaons As an nroducon o reservor smulaon, we wll revew he smples
More informationRelative controllability of nonlinear systems with delays in control
Relave conrollably o nonlnear sysems wh delays n conrol Jerzy Klamka Insue o Conrol Engneerng, Slesan Techncal Unversy, 44- Glwce, Poland. phone/ax : 48 32 37227, {jklamka}@a.polsl.glwce.pl Keywor: Conrollably.
More informationII. Light is a Ray (Geometrical Optics)
II Lgh s a Ray (Geomercal Opcs) IIB Reflecon and Refracon Hero s Prncple of Leas Dsance Law of Reflecon Hero of Aleandra, who lved n he 2 nd cenury BC, posulaed he followng prncple: Prncple of Leas Dsance:
More informationMidterm Exam. Thursday, April hour, 15 minutes
Economcs of Grow, ECO560 San Francsco Sae Unvers Mcael Bar Sprng 04 Mderm Exam Tursda, prl 0 our, 5 mnues ame: Insrucons. Ts s closed boo, closed noes exam.. o calculaors of an nd are allowed. 3. Sow all
More informationMotion in Two Dimensions
Phys 1 Chaper 4 Moon n Two Dmensons adzyubenko@csub.edu hp://www.csub.edu/~adzyubenko 005, 014 A. Dzyubenko 004 Brooks/Cole 1 Dsplacemen as a Vecor The poson of an objec s descrbed by s poson ecor, r The
More informationFTCS Solution to the Heat Equation
FTCS Soluon o he Hea Equaon ME 448/548 Noes Gerald Reckenwald Porland Sae Unversy Deparmen of Mechancal Engneerng gerry@pdxedu ME 448/548: FTCS Soluon o he Hea Equaon Overvew Use he forward fne d erence
More informationOrdinary Differential Equations in Neuroscience with Matlab examples. Aim 1- Gain understanding of how to set up and solve ODE s
Ordnary Dfferenal Equaons n Neuroscence wh Malab eamples. Am - Gan undersandng of how o se up and solve ODE s Am Undersand how o se up an solve a smple eample of he Hebb rule n D Our goal a end of class
More informationApproximate Analytic Solution of (2+1) - Dimensional Zakharov-Kuznetsov(Zk) Equations Using Homotopy
Arcle Inernaonal Journal of Modern Mahemacal Scences, 4, (): - Inernaonal Journal of Modern Mahemacal Scences Journal homepage: www.modernscenfcpress.com/journals/jmms.aspx ISSN: 66-86X Florda, USA Approxmae
More informationSynthesis and Characterization of Proton-Conducting Oxides as Hydrogen Transport Membranes
Synthesis and Characterization of Proton-Conducting Oxides as ydrogen Transport Membranes Lin Li and Enrique Iglesia Department of Chemical Engineering, University of California at Berkeley, Division of
More informationJ i-1 i. J i i+1. Numerical integration of the diffusion equation (I) Finite difference method. Spatial Discretization. Internal nodes.
umercal negraon of he dffuson equaon (I) Fne dfference mehod. Spaal screaon. Inernal nodes. R L V For hermal conducon le s dscree he spaal doman no small fne spans, =,,: Balance of parcles for an nernal
More informationGraduate Macroeconomics 2 Problem set 5. - Solutions
Graduae Macroeconomcs 2 Problem se. - Soluons Queson 1 To answer hs queson we need he frms frs order condons and he equaon ha deermnes he number of frms n equlbrum. The frms frs order condons are: F K
More informationJanuary Examinations 2012
Page of 5 EC79 January Examnaons No. of Pages: 5 No. of Quesons: 8 Subjec ECONOMICS (POSTGRADUATE) Tle of Paper EC79 QUANTITATIVE METHODS FOR BUSINESS AND FINANCE Tme Allowed Two Hours ( hours) Insrucons
More informationEEL 6266 Power System Operation and Control. Chapter 5 Unit Commitment
EEL 6266 Power Sysem Operaon and Conrol Chaper 5 Un Commmen Dynamc programmng chef advanage over enumeraon schemes s he reducon n he dmensonaly of he problem n a src prory order scheme, here are only N
More informationQ.1 Define work and its unit?
CHP # 6 ORK AND ENERGY Q.1 Define work and is uni? A. ORK I can be define as when we applied a force on a body and he body covers a disance in he direcion of force, hen we say ha work is done. I is a scalar
More informationChemical Engineering Thermodynamics
Engi-3434 Chemical Engineering Thermodynamics Dr. Charles Xu @ Chemical Engineering, Lakehead Universiy Chemical Engineering Thermodynamics Insrucor: Dr. Charles Xu, P.Eng. Associae Professor Deparmen
More informationEffect of a Vector Wall on the Thermal Field in a SRU Thermal Reactor
Effec of a Vecor Wall on he Thermal Feld n a SRU Thermal Reacor Chun-Lang Yeh and Tzu-Ch Chen Absrac The effecs of a vecor wall on he hermal feld n a SRU hermal reacor are nvesgaed numercally. The FLUENT
More informationCH.3. COMPATIBILITY EQUATIONS. Continuum Mechanics Course (MMC) - ETSECCPB - UPC
CH.3. COMPATIBILITY EQUATIONS Connuum Mechancs Course (MMC) - ETSECCPB - UPC Overvew Compably Condons Compably Equaons of a Poenal Vecor Feld Compably Condons for Infnesmal Srans Inegraon of he Infnesmal
More informationLinear Response Theory: The connection between QFT and experiments
Phys540.nb 39 3 Lnear Response Theory: The connecon beween QFT and expermens 3.1. Basc conceps and deas Q: ow do we measure he conducvy of a meal? A: we frs nroduce a weak elecrc feld E, and hen measure
More informationLi An-Ping. Beijing , P.R.China
A New Type of Cpher: DICING_csb L An-Png Bejng 100085, P.R.Chna apl0001@sna.com Absrac: In hs paper, we wll propose a new ype of cpher named DICING_csb, whch s derved from our prevous sream cpher DICING.
More informationSupporting Information: The integrated Global Temperature change Potential (igtp) and relationships between emission metrics
2 3 4 5 6 7 8 9 Supporng Informaon: Te negraed Global Temperaure cange Poenal (GTP) and relaonsps beween emsson mercs Glen P. Peers *, Borgar Aamaas, Tere Bernsen,2, Jan S. Fuglesved Cener for Inernaonal
More informationMCTDH Approach to Strong Field Dynamics
MCTDH ppoach o Song Feld Dynamcs Suen Sukasyan Thomas Babec and Msha Ivanov Unvesy o Oawa Canada Impeal College ondon UK KITP Sana Babaa. May 8 009 Movaon Song eld dynamcs Role o elecon coelaon Tunnel
More informationCooling of a hot metal forging. , dt dt
Tranen Conducon Uneady Analy - Lumped Thermal Capacy Model Performed when; Hea ranfer whn a yem produced a unform emperaure drbuon n he yem (mall emperaure graden). The emperaure change whn he yem condered
More informationOnline Supplement for Dynamic Multi-Technology. Production-Inventory Problem with Emissions Trading
Onlne Supplemen for Dynamc Mul-Technology Producon-Invenory Problem wh Emssons Tradng by We Zhang Zhongsheng Hua Yu Xa and Baofeng Huo Proof of Lemma For any ( qr ) Θ s easy o verfy ha he lnear programmng
More informationVariants of Pegasos. December 11, 2009
Inroducon Varans of Pegasos SooWoong Ryu bshboy@sanford.edu December, 009 Youngsoo Cho yc344@sanford.edu Developng a new SVM algorhm s ongong research opc. Among many exng SVM algorhms, we wll focus on
More informationNATIONAL UNIVERSITY OF SINGAPORE PC5202 ADVANCED STATISTICAL MECHANICS. (Semester II: AY ) Time Allowed: 2 Hours
NATONAL UNVERSTY OF SNGAPORE PC5 ADVANCED STATSTCAL MECHANCS (Semeser : AY 1-13) Tme Allowed: Hours NSTRUCTONS TO CANDDATES 1. Ths examnaon paper conans 5 quesons and comprses 4 prned pages.. Answer all
More informationTools for Analysis of Accelerated Life and Degradation Test Data
Acceleraed Sress Tesng and Relably Tools for Analyss of Acceleraed Lfe and Degradaon Tes Daa Presened by: Reuel Smh Unversy of Maryland College Park smhrc@umd.edu Sepember-5-6 Sepember 28-30 206, Pensacola
More informationSuperstructure-based Optimization for Design of Optimal PSA Cycles for CO 2 Capture
Supersruure-asedOpmaonforDesgnof OpmalPSACylesforCO 2 Capure R. S. Kamah I. E. Grossmann L.. Begler Deparmen of Chemal Engneerng Carnege Mellon Unversy Psurgh PA 523 Marh 2 PSA n Nex Generaon Power Plans
More informationThe topology and signature of the regulatory interactions predict the expression pattern of the segment polarity genes in Drosophila m elanogaster
The opology and sgnaure of he regulaory neracons predc he expresson paern of he segmen polary genes n Drosophla m elanogaser Hans Ohmer and Réka Alber Deparmen of Mahemacs Unversy of Mnnesoa Complex bologcal
More informationLecture 11 SVM cont
Lecure SVM con. 0 008 Wha we have done so far We have esalshed ha we wan o fnd a lnear decson oundary whose margn s he larges We know how o measure he margn of a lnear decson oundary Tha s: he mnmum geomerc
More informationMultiphase CFD Modeling of Trickle-Bed Reactor Hydrodynamics
Proceedngs of he World Congress on Engneerng and Compuer Scence 2007 WCECS 2007, Ocober 24-26, 2007, San Francsco, USA Mulphase CFD Modelng of Trckle-Bed Reacor Hydrodynamcs Rodrgo J.G. Lopes and Rosa
More informationA NEW TECHNIQUE FOR SOLVING THE 1-D BURGERS EQUATION
S19 A NEW TECHNIQUE FOR SOLVING THE 1-D BURGERS EQUATION by Xaojun YANG a,b, Yugu YANG a*, Carlo CATTANI c, and Mngzheng ZHU b a Sae Key Laboraory for Geomechancs and Deep Underground Engneerng, Chna Unversy
More informationEnergy Storage Devices
Energy Sorage Deces Objece of Lecure Descrbe he consrucon of a capacor and how charge s sored. Inroduce seeral ypes of capacors Dscuss he elecrcal properes of a capacor The relaonshp beween charge, olage,
More informationBernoulli process with 282 ky periodicity is detected in the R-N reversals of the earth s magnetic field
Submed o: Suden Essay Awards n Magnecs Bernoull process wh 8 ky perodcy s deeced n he R-N reversals of he earh s magnec feld Jozsef Gara Deparmen of Earh Scences Florda Inernaonal Unversy Unversy Park,
More informationMeasurement of liquid holdup and axial dispersion in trickle bed reactors using radiotracer technique
NUKLEONIKA ;45(4):35 41 ORIGINAL PAPER Measuremen of lqud holdup and axal dsperson n rckle bed reacors usng radoracer echnque Harsh Jaga Pan, Anl Kumar Saroha, Krshna Deo Prasad Ngam Absrac The holdup
More informationLet s treat the problem of the response of a system to an applied external force. Again,
Page 33 QUANTUM LNEAR RESPONSE FUNCTON Le s rea he problem of he response of a sysem o an appled exernal force. Agan, H() H f () A H + V () Exernal agen acng on nernal varable Hamlonan for equlbrum sysem
More informationComparison of Differences between Power Means 1
In. Journal of Mah. Analyss, Vol. 7, 203, no., 5-55 Comparson of Dfferences beween Power Means Chang-An Tan, Guanghua Sh and Fe Zuo College of Mahemacs and Informaon Scence Henan Normal Unversy, 453007,
More informationSuggested Problem Solutions Associated with Homework #5
Suggesed Problem Soluions Associaed wih Homework #5 431 (a) 8 Si has proons and neurons (b) 85 3 Rb has 3 proons and 48 neurons (c) 5 Tl 81 has 81 proons and neurons 43 IDENTIFY and SET UP: The ex calculaes
More information2.1 Constitutive Theory
Secon.. Consuve Theory.. Consuve Equaons Governng Equaons The equaons governng he behavour of maerals are (n he spaal form) dρ v & ρ + ρdv v = + ρ = Conservaon of Mass (..a) d x σ j dv dvσ + b = ρ v& +
More informationDiscrete Markov Process. Introduction. Example: Balls and Urns. Stochastic Automaton. INTRODUCTION TO Machine Learning 3rd Edition
EHEM ALPAYDI he MI Press, 04 Lecure Sldes for IRODUCIO O Machne Learnng 3rd Edon alpaydn@boun.edu.r hp://www.cmpe.boun.edu.r/~ehem/ml3e Sldes from exboo resource page. Slghly eded and wh addonal examples
More informationFI 3103 Quantum Physics
/9/4 FI 33 Quanum Physcs Aleander A. Iskandar Physcs of Magnesm and Phooncs Research Grou Insu Teknolog Bandung Basc Conces n Quanum Physcs Probably and Eecaon Value Hesenberg Uncerany Prncle Wave Funcon
More informationA First Course on Kinetics and Reaction Engineering. Class 19 on Unit 18
A Firs ourse on Kineics and Reacion Engineering lass 19 on Uni 18 Par I - hemical Reacions Par II - hemical Reacion Kineics Where We re Going Par III - hemical Reacion Engineering A. Ideal Reacors B. Perfecly
More information10. A.C CIRCUITS. Theoretically current grows to maximum value after infinite time. But practically it grows to maximum after 5τ. Decay of current :
. A. IUITS Synopss : GOWTH OF UNT IN IUIT : d. When swch S s closed a =; = d. A me, curren = e 3. The consan / has dmensons of me and s called he nducve me consan ( τ ) of he crcu. 4. = τ; =.63, n one
More informationLesson 2 Transmission Lines Fundamentals
Lesson Transmsson Lnes Funamenals 楊尚達 Shang-Da Yang Insue of Phooncs Technologes Deparmen of Elecrcal Engneerng Naonal Tsng Hua Unersy Tawan Sec. -1 Inroucon 1. Why o scuss TX lnes srbue crcus?. Crera
More informationDual Approximate Dynamic Programming for Large Scale Hydro Valleys
Dual Approxmae Dynamc Programmng for Large Scale Hydro Valleys Perre Carpener and Jean-Phlppe Chanceler 1 ENSTA ParsTech and ENPC ParsTech CMM Workshop, January 2016 1 Jon work wh J.-C. Alas, suppored
More informationAssessing Customer Equity using Interval Estimation Method and Markov Chains (Case: An Internet Service Provider)
Inernaonal Journal of Indusral Engneerng & Producon Managemen (2014) July 2014, Volume 25, Number 2 pp. 155-165 hp://ijiepm.us.ac.r/ Assessng Cusomer Equy usng Inerval Esmaon Mehod and Markov Chans (Case:
More informationMANY real-world applications (e.g. production
Barebones Parcle Swarm for Ineger Programmng Problems Mahamed G. H. Omran, Andres Engelbrech and Ayed Salman Absrac The performance of wo recen varans of Parcle Swarm Opmzaon (PSO) when appled o Ineger
More informationResponse of MDOF systems
Response of MDOF syses Degree of freedo DOF: he nu nuber of ndependen coordnaes requred o deerne copleely he posons of all pars of a syse a any nsan of e. wo DOF syses hree DOF syses he noral ode analyss
More informationChapter 13 Homework Answers
Chaper 3 Homework Answers 3.. The answer is c, doubling he [C] o while keeping he [A] o and [B] o consan. 3.2. a. Since he graph is no linear, here is no way o deermine he reacion order by inspecion. A
More informationUnits. Chapter 1 Basic Concepts. Units. Example 1. Atoms. Example 2. Radiation Dosimetry I
Unis Chaper Basic Conceps Radiaion Dosimery I Tex: H.E Johns and J.R. Cunningham, The physics of radiology, 4 h ed. Special uni of energy: elecron vol ev ev=.60x0-9 C x vol=.60x0-9 J Unis Absorbed dose:
More informationMechanics Physics 151
Mechancs Physcs 5 Lecure 9 Hamlonan Equaons of Moon (Chaper 8) Wha We Dd Las Tme Consruced Hamlonan formalsm H ( q, p, ) = q p L( q, q, ) H p = q H q = p H = L Equvalen o Lagrangan formalsm Smpler, bu
More informationRobustness of DEWMA versus EWMA Control Charts to Non-Normal Processes
Journal of Modern Appled Sascal Mehods Volume Issue Arcle 8 5--3 Robusness of D versus Conrol Chars o Non- Processes Saad Saeed Alkahan Performance Measuremen Cener of Governmen Agences, Insue of Publc
More informationSolving the multi-period fixed cost transportation problem using LINGO solver
Inernaonal Journal of Pure and Appled Mahemacs Volume 119 No. 12 2018, 2151-2157 ISSN: 1314-3395 (on-lne verson) url: hp://www.pam.eu Specal Issue pam.eu Solvng he mul-perod fxed cos ransporaon problem
More informationLearning Objectives. Self Organization Map. Hamming Distance(1/5) Introduction. Hamming Distance(3/5) Hamming Distance(2/5) 15/04/2015
/4/ Learnng Objecves Self Organzaon Map Learnng whou Exaples. Inroducon. MAXNET 3. Cluserng 4. Feaure Map. Self-organzng Feaure Map 6. Concluson 38 Inroducon. Learnng whou exaples. Daa are npu o he syse
More informationTime-interval analysis of β decay. V. Horvat and J. C. Hardy
Tme-nerval analyss of β decay V. Horva and J. C. Hardy Work on he even analyss of β decay [1] connued and resuled n he developmen of a novel mehod of bea-decay me-nerval analyss ha produces hghly accurae
More informationModeling and Solving of Multi-Product Inventory Lot-Sizing with Supplier Selection under Quantity Discounts
nernaonal ournal of Appled Engneerng Research SSN 0973-4562 Volume 13, Number 10 (2018) pp. 8708-8713 Modelng and Solvng of Mul-Produc nvenory Lo-Szng wh Suppler Selecon under Quany Dscouns Naapa anchanaruangrong
More informationMechanics Physics 151
Mechancs Physcs 5 Lecure 9 Hamlonan Equaons of Moon (Chaper 8) Wha We Dd Las Tme Consruced Hamlonan formalsm Hqp (,,) = qp Lqq (,,) H p = q H q = p H L = Equvalen o Lagrangan formalsm Smpler, bu wce as
More informationMolecular Dynamics Simulation Study forgtransport Properties of Diatomic Liquids
NpT EMD Smulaons of Daomc Lquds Bull. Korean Chem. Soc. 7, ol. 8, No. 697 Molecular Dynamcs Smulaon Sudy forgtranspor Properes of Daomc Lquds Song H Lee Deparmen of Chemsry, Kyungsung Unversy, Busan 68-736,
More informationOligopoly with exhaustible resource input
Olgopoly wh exhausble resource npu e, P-Y. 78 Olgopoly wh exhausble resource npu Recebmeno dos orgnas: 25/03/202 Aceação para publcação: 3/0/203 Pu-yan e PhD em Scences pela Chnese Academy of Scence Insução:
More informationAP Chemistry--Chapter 12: Chemical Kinetics
AP Chemisry--Chaper 12: Chemical Kineics I. Reacion Raes A. The area of chemisry ha deals wih reacion raes, or how fas a reacion occurs, is called chemical kineics. B. The rae of reacion depends on he
More informationTSS = SST + SSE An orthogonal partition of the total SS
ANOVA: Topc 4. Orhogonal conrass [ST&D p. 183] H 0 : µ 1 = µ =... = µ H 1 : The mean of a leas one reamen group s dfferen To es hs hypohess, a basc ANOVA allocaes he varaon among reamen means (SST) equally
More informationProblem Set 5. Graduate Macro II, Spring 2017 The University of Notre Dame Professor Sims
Problem Se 5 Graduae Macro II, Spring 2017 The Universiy of Nore Dame Professor Sims Insrucions: You may consul wih oher members of he class, bu please make sure o urn in your own work. Where applicable,
More informationTransient Numerical of Piston Wind in Subway Station. Haitao Bao
Appled Mechancs and Maerals Submed: 2014-07-20 ISSN: 1662-7482, Vols. 644-650, pp 467-470 Acceped: 2014-07-21 do:10.4028/www.scenfc.ne/amm.644-650.467 Onlne: 2014-09-22 2014 Trans Tech Publcaons, Swzerland
More informationDetection of Waving Hands from Images Using Time Series of Intensity Values
Deecon of Wavng Hands from Images Usng Tme eres of Inensy Values Koa IRIE, Kazunor UMEDA Chuo Unversy, Tokyo, Japan re@sensor.mech.chuo-u.ac.jp, umeda@mech.chuo-u.ac.jp Absrac Ths paper proposes a mehod
More information( ) is the stretch factor, and x the
(Lecures 7-8) Liddle, Chaper 5 Simple cosmological models (i) Hubble s Law revisied Self-similar srech of he universe All universe models have his characerisic v r ; v = Hr since only his conserves homogeneiy
More informationTHE PREDICTION OF COMPETITIVE ENVIRONMENT IN BUSINESS
THE PREICTION OF COMPETITIVE ENVIRONMENT IN BUSINESS INTROUCTION The wo dmensonal paral dfferenal equaons of second order can be used for he smulaon of compeve envronmen n busness The arcle presens he
More informationReal time processing with low cost uncooled plane array IR camera-application to flash nondestructive
hp://dx.do.org/0.6/qr.000.04 Real me processng wh low cos uncooled plane array IR camera-applcaon o flash nondesrucve evaluaon By Davd MOURAND, Jean-Chrsophe BATSALE L.E.P.T.-ENSAM, UMR 8508 CNRS, Esplanade
More informationHomework 8: Rigid Body Dynamics Due Friday April 21, 2017
EN40: Dynacs and Vbraons Hoework 8: gd Body Dynacs Due Frday Aprl 1, 017 School of Engneerng Brown Unversy 1. The earh s roaon rae has been esaed o decrease so as o ncrease he lengh of a day a a rae of
More informationCubic Bezier Homotopy Function for Solving Exponential Equations
Penerb Journal of Advanced Research n Compung and Applcaons ISSN (onlne: 46-97 Vol. 4, No.. Pages -8, 6 omoopy Funcon for Solvng Eponenal Equaons S. S. Raml *,,. Mohamad Nor,a, N. S. Saharzan,b and M.
More information! ln 2xdx = (x ln 2x - x) 3 1 = (3 ln 6-3) - (ln 2-1)
7. e - d Le u = and dv = e - d. Then du = d and v = -e -. e - d = (-e - ) - (-e - )d = -e - + e - d = -e - - e - 9. e 2 d = e 2 2 2 d = 2 e 2 2d = 2 e u du Le u = 2, hen du = 2 d. = 2 eu = 2 e2.! ( - )e
More information