SURFACE POTENTIAL BEHAVIOR IN ISFET BASED BIO-(CHEMICAL) SENSORS
|
|
- Bernadette Rogers
- 6 years ago
- Views:
Transcription
1 Armenian Journal of Phyic, 1, vol. 5, iue 4, pp SURFACE POTETIAL BEHAVIOR I ISFET BASED BIO-(CHEMICAL) SESORS A. V. SURMALYA Department of Semiconuctor Phyic & Microelectronic, Yerevan State Univerity, Yerevan, Armenia amunik@gmail.com Receive 3 December, 1 1. Introuction For the mot recent of 3 year, the evelopment of ion-elective fiel-effect tranitor (ISFET) are very furiou an create prie [1]. The importance of work in thi fiel iue in lat year becaue of increae ISFET application. Many work have been recently one to characterize ISFET bae on MOS technology [-4]. Among thee evice, proton-enitive ISFET are the more eeply analyze. ISFET have a very fat repone time, high enitivity, mall ize, robutne an the potential for on-chip circuit integration. Becaue of the avantage, the ISFET can be wiely ue in many area epecially in biomeical area uch a meical iagnotic, monitoring clinical or environmental ample, fermentation an bioproce control an teting pharmaceutical or foo prouct [5]. An ISFET-bae penicillin enor [6], ISFET-bae zeta potential analyzer (protein etection) [7], urea etection [8] an ISFET glucoe enor [9] are the everal example of ISFET application in meical area. The ISFET enitivity epen mainly on the choice of the gate ielectric material(). The mot commonly ue material are ilicon an metal oxie or nitrie (SiO, Si 3 4, Ta O 5, Al O 3 an TiO ). When the tranitor gate i coate with ome ion elective membrane, the ISFET can be ue for the elective etection of the variou pecie in the urrouning electrolyte, other than the hyrogen ion. Such evice are known a the CHEmically Moifie Fiel Effect Tranitor (CHEMFET) [4]. In thi work, reult of analytical invetigation of emiconuctor urface potential epenence on the hyrogen ion concentration an parameter of gate layer() in cae of complex gate ielectric material for ISFET bae bio-enor are preente.. ISFET Structure an Principle of Operation A it i known the ISFET i in fact nothing ele than a MOSFET with the gate connection eparate from the chip in the form of a reference electroe inerte in an aqueou olution which i in contact with the gate oxie. amely, the gate tructure, preente in Fig.1, conit of a reference electroe an an inulator layer between which an electrolyte i flowing. In Fig.1 S i the gate potential, i the potential of iffuion layer in the electrolyte olution, ox i the potential of
2 ISFET Bae Bio-(Chemical) Senor Armenian Journal of Phyic, 1, vol. 5, iue 4 oxie layer an i the emiconuctor urface potential. The ion concentration in the electrolyte influence the gate potential, which in turn moifie the lateral tranitor threhol voltage. In thi way, the hyrogen ion concentration exercie an electrotatic control on the rain current moe, which mean that the change of the rain current ue to the change of the ion concentration in the electrolyte i compenate for by the ajutment of the RE potential (the gate voltage) [4-6]. Therefore, the ISFET enitivity i uually expree a the gate voltage change per a ecae of the hyrogen ion concentration ph, i.e. the change of the concentration by 1 time. ote that ph enote log H, e.g. if the value of the ph i equal to 3, the concentration of the hyrogen ion amount to 3 1 mole per liter [4]. H All conieration are approving to n-channel ISFET tructure. G (RE) S D Potential Al Electrolyte Al n + n + Depletion Layer Inulator g ox S p-silicon Back contact (Al) Fig.1. ISFET tructure. 3. The Soli-Liqui Interface Moel When a ilicon oxie urface i in contact with an electrolyte olution, urface hyroxyl group (SiOH) are built up at the oxie electrolyte interface (Fig.). Thee hyroxyl group are charge epening on the ph-value of the olution. The ph-value at which the urface i neutral, i calle the point of zero charge (ph pzc ) (ph pzc. for SiO ) [1]. At a ph lower than ph pzc, the oxie urface i poitively charge an at a ph higher than ph pzc the urface i negatively charge. Conequently, at phyiological ph value ( ph 7 ), the net urface charge of ilicon oxie i negative. In thi ection, the relationhip between the urface potential S an the ph-value of the olution, the urface charge enity an the concentration of ion in the electrolyte are coniere [1,11]. 195
3 A.V. Surmalyan Armenian Journal of Phyic, 1, vol. 5, iue 4 Fig.. Schematic illutrate the aci-bae equilibrium (chemical reaction) on ilicon oxie urface. The theoretical tuie of the phenomena occurring at the oli liqui interface in the ISFET enor (in the cae coniere here, it i the interface between the gate ielectric an the electrolyte) ha been unertaken by many author. Uually, the ISFET operation i explaine by o-calle ite-bining theory, which relate the interface potential to the concentration of the hyrogen ion in the analyze olution [1,13]. Accoring to thi theory, the ion preent in the olution react with poitively or negatively charge active ite at the ielectric urface creating hyrogen-active ite pair an conequently changing the total value of the active ite charge at the inulator urface. Thi, in turn, influence the tranitor channel current through the variation of the threhol voltage. Moreover, the active ite might react not only with the hyrogen ion but alo with other ion preent in the meaure olution, the o-calle iturbing ion. All thee chemical reaction occurring at the phae bounary are reverible an ecribe by the iociation contant k, which i temperature epenent a well [14]. Fig.3. Charge an potential itribution in the ouble layer at oli liqui interface. 196
4 ISFET Bae Bio-(Chemical) Senor Armenian Journal of Phyic, 1, vol. 5, iue 4 Becaue of the bining of the ion with the active ite, the graient of ion concentration i create in the electrolyte an, accoring to the Guy Chapman Stern theory [], the o-calle ouble layer i etablihe at the ielectric electrolyte borer a it i hown in Fig.3. The ouble-layer conit of the iffue layer an the Helmholtz layer. The Helmholtz layer comprie the layer of aorbe hyrogen ion an the common plane of aorbe anion an cation [15]. The electrical repreentation of the ouble layer i alo hown in Fig.3. The inice D,, S, C an in refer to the iffuion layer, the common plane of iturbing anion or cation, the inulator urface, the tranitor channel an the gate inulator, repectively. Bae on the theory, auming that the number of active ite on the urface of the inulator i contant, the ytem of nonlinear equation, preente further on, ecribe the relation between all the coniere quantitie. More etail on the theory of charge an potential itribution in the ouble layer an the erivation of the equation can be foun in [,4,16,17]. Yate an coauthor evelope a ite-bining moel to ecribe the charging mechanim of the oxie urface [14]. Accoring to thi moel, the charging of the oxie urface i the reult of a thermoynamic equilibrium reaction between the urface hyroxyl group (SiOH) an the H ion of the bulk electrolyte olution. The reaction are: SiOH SiOH H, SiOH SiO H, SiOH H, SiO H. SiOH SiOH Thi chemical reaction how that an originally neutral urface hyroxyl group can bin a proton from the bulk olution to become a poitive urface charge with the iociation contant a, a well a to onate a proton to the olution, leaving a negative charge on the oxie urface with the iociation contant b [1,11]. 4. Semiconuctor urface potential behavior 4.1. One inulator material Uually, the ISFET operation i explaine by Site-Bining Theory (SBT), which relate the interface potential to ph in the analyze olution [14]. It i the amphoteric nature of the oxie group at the interface, in cae of SiO thee are SiOH group, which caue the variation of the oxie urface charge at varying ph. The neutral urface hyroxyl ite can either bin ( SiOH ) or releae (SiO ) a proton epening on the olution ph. Becaue of the bining of the ion with the active ite, the graient of ion concentration i create in the electrolyte an, accoring to the 197
5 A.V. Surmalyan Armenian Journal of Phyic, 1, vol. 5, iue 4 Gouy Chapman Stern theory the ouble layer i etablihe at the inulator electrolyte interface [-4]. By utilizing the Gouy Chapman Stern theory [15], it can be hown that Here g an kt C g q 1 h inh. wktc are the gate potential an electrolyte iffuion layer potential, the charge enity in the iffue layer, h (1) C i C h an C are the Helmholtz layer capacitance per unit area an the olution concentration [4], repectively, an w i the water relative permittivity, i the vacuum ielectric permittivity. The conition of charge neutrality for the invetigate tructure (ee Fig.1) give: where i the charge enity of the urface ite, given by mo, () mo i the charge enity in the emiconuctor q q n q q mo ktp 1exp 1exp kt kt p kt kt i the emiconuctor relative permittivity, n an p are the equilibrium concentration of electron an hole, repectively [3]. The charge enity i taken poitive for an negative for. Otherwie can be written a [3] where H H il nit H H H q i the total number of available urface bining ite, ilanol ite an primary amine ite per unit area, repectively; 1 (3), (4) il an nit are the number of i are the iociation contant for the chemical reaction at the inulator interface, an H i the concentration of proton at the inulator urface. For we have q kt r H 8 inh kt, (5) where r i the electrolyte relative ielectric permittivity, i the cation concentration at the common plane. The olution of the above et of equation (1) (5) lea to the computation of the epenence of the emiconuctor urface potential on the hyrogen ion concentration (ph): 198
6 ISFET Bae Bio-(Chemical) Senor Armenian Journal of Phyic, 1, vol. 5, iue 4 kt 1 H H kt n p q il q nit q H H H 8. q g kt kt w H kt r wc H (6) Here w i the water permittivity, r i the electrolyte relative electric permittivity, i the vacuum electric permittivity, C i the olution concentration. 4.. Two inulator material Many work ha been one to emontrate the feaibility of uing ISFET for meauring ph an other ion in the electrolyte. In explaining interaction of electrolyte ion with oxie urface, ome reearcher have emphaize the tructural an the phyical apect of the itribution of olute. Other have tree the pecific interaction of olute with oxie urface an olution. However, no comprehenive moel exite to illutrate urface potential behavior in ISFET with two inulator material. A we have got an equation for epenence of the emiconuctor urface potential on the hyrogen ion concentration (Eq.6), we can propoe that exitence of the econ ielectric layer can change of enitivity of ISFET. By changing the ielectric material or ielectric thickne we can obtain the urface potential characteritic capable of ph. Aitionally we have got an equation for the cae of two ifferent inulator ielectric material 1 q H il q H nit 1 1, h h H H h C E E C C C H where C 1 i the two ielectric ouble-layer capacitance per unit area, E 1 an E are electric fiel intenitie in the firt an econ ielectric, correponingly, an , C (8) where 1, an 1, are the ielectric relative permittivity an thickne of ielectric material, (7) repectively, 4 kt q C r H g w. (9) ph A we ee in Fig.4, in preence of econ ielectric the range of enitivity change an -enitivity increae. For the ame value of the urface potential the hyrogen ion concentration i ecreae. So, taking into account Eq.(8), we can aume that by changing the ielectric thickne or ielectric material type we can obtain the urface potential characteritic capable of ph. 199
7 A.V. Surmalyan Armenian Journal of Phyic, 1, vol. 5, iue 4 V SiO /Ta O 5 SiO Fig.4. ph-epenence of emiconuctor urface potential in cae of one an two inulator. V V -epenence in cae of two inulator pair (a) SiO /Al O 3 an (b) SiO /Si 3 4 in cae of one (1) an two () ielectric material. Fig.5. ph Depenence in cae of two inulator pair SiO /Al O 3 an SiO /Si 3 4 are hown in Fig.5. In thee cae alo ifferent characteritic of urface potential behavior an a little change of enitivity are preent. A you can ee in both cae the enitivity range of tructure compare to one ielectric material cae i nearly the ame. So SiO /Al O 3 an SiO /Si 3 4 pair have the ame enitivity range in theoretical reult. Maybe they are much more ifferent in experimental reult. Depenence in Fig. 5 are plotte uing following parameter for Si, inulator an electrolyte at.7v gate potential an 3 [18-]: 11.7, w 78.3, r 5, , 16 Si 1 cm ( p A cm 3, 4 n cm 3 ), 1 6, R, 5 cm 1, h 1.1 ev, il 1 nit 1 cm, 15 a.6 1 cm 3, C h F cm, 1 cm 3, 6 1 cm,.1 cm 3,.1 cm 3.
8 ISFET Bae Bio-(Chemical) Senor Armenian Journal of Phyic, 1, vol. 5, iue 4 5. Summary Many work have been one to emontrate the feaibility of uing ion-enitive fiel-effect tranitor for meauring ph an other ion in the electrolyte. However, no comprehenive moel exite to illutrate urface potential behavior in ISFET with two inulator material. A we have got an equation for epenence of the emiconuctor urface potential on the hyrogen ion concentration (Eq.6), we can propoe that the exitence of the econ ielectric layer can change the enitivity of ISFET. In thi paper we ugget an ISFET moel with a gate of ouble inulator. The moel prove to be appropriate for analyzing the ISFET behavior a a function of hyrogen ion concentration an bining ite enity. By utilizing the Gouy Chapman Stern theory an the conition of charge neutrality in builtup ISFET bae bio-enor we have got an equation which expree epenence of inulator urface potential on hyrogen ion concentration (ph) in the cae of built-up ouble gate ielectric material. In preence of the econ ielectric the range of enitivity change an ph-enitivity i increae. Depenence in cae of two inulator pair SiO /Al O 3 an SiO /Si 3 4 are howing that in both cae the enitivity range of tructure compare to one ielectric material cae i nearly the ame. But in cae of SiO /Ta O 5 pair in preence of the econ ielectric the range of enitivity change. We can aume that by changing the ielectric thickne or ielectric material type we can obtain the urface potential characteritic capable of ph. REFERECES 1. I.P.Bergvel, Senor Actuator B, 88, 1 (3).. M.Daniel, M.Janicki, W.Wroblewki, A.Dybko, Z.Brzozka, A.apieralki, Technical Univerity of Al. Politechniki, 11, 93 (4). 3. G.Maobrio, S.Martinoia, M.Grattarola, Simulation of Semiconuctor Device an Procee, 4, 563 (1991). 4. C.D.Fung, P.W.Cheung, W.H.o, IEEE Tran. Electron Device, ED-33, 8 (1986). 5..Y.Park, S.B.Choi, M.Lee, B..Sohn, S.Y.Choi, Senor Actuator B, 83, 9 (). 6. A.Poghoian, M.J.Schöning, P.Schroth, A.Simoni, H.Luth, Senor Actuator B, 76, 519 (1). 7. S.och, P.Woia, L..Meixner, S.Drot, H.Wolf, Bioen. Bioelectron., 14, 413 (1999). 8. W.Sant, M.L.Pourciel, J.T. Launay, A. Do Conto, Martinez, P.Temple-Boyer, Senor Actuator B, 95, 39 (3). 9..Y.Park, M.Lee, B..Sohn, Electronic Lett., 37, 8 (1). 1. L.Boue, J. Chem. Phy., 76, 518 (198). 11. R.E.G. Van Hal, J.C.T.Eijkel, P.Bergvel, Senor Actuator B, 4-5, 1 (1995). 1. W.Olthui, Senor Actuator B, 15, 96 (5). 13. D.E.Yate, S.Levine, T.W.Healy, J. Chem. Soc. Faraay Tran., I7, 187 (1974). 1
9 A.V. Surmalyan Armenian Journal of Phyic, 1, vol. 5, iue D.Yate, S.Levine, T.W.Healy, J. Chem. Soc. Faraay Tran., 7, 187 (1974). 15. P.R.Barabah, R.S.C.Cobbol, W.B.Wloari, IEEE Tran. Electron Device, ED-34, 171 (1987). 16. M.Grattarola, G.Maimo, S.Martinoia, IEEE Tran. Electron Device, 39, 813 (199). 17. M.ollar, Meaurement Science Review, 6, Section 6, no.3, D.Lanheer, G.Aer, W.R.Mcinnon, M.J.Deen, J.C.Ranuarez, J. Appl. Phy., 98, 4471 (5). 19. F.Gaparyan, V.Aroutiounian, Senor & Tranucer Journal, 137, 36 (1).. F.V.Gaparyan, B.O.Semerjyan, P.A.Varereyan, Proc. of the 8 th Int. Conf. on Semicon. Micro- & anoelectronic. July 1 3, Yerevan, 11, Armenia, pp
Lecture 8. MOS (Metal Oxide Semiconductor) Structures
Lecture 8 MOS (Metal Oie Semiconuctor) Structure In thi lecture you will learn: The funamental et of equation governing the behavior of MOS capacitor Accumulation, Flatban, Depletion, an Inverion Regime
More information2.0 ANALYTICAL MODELS OF THERMAL EXCHANGES IN THE PYRANOMETER
2.0 ANAYTICA MODE OF THERMA EXCHANGE IN THE PYRANOMETER In Chapter 1, it wa etablihe that a better unertaning of the thermal exchange within the intrument i neceary to efine the quantitie proucing an offet.
More informationElectrical double layer: revisit based on boundary conditions
Electrical oule layer: reviit ae on ounary conition Jong U. Kim Department of Electrical an Computer Engineering, Texa A&M Univerity College Station, TX 77843-38, USA Atract The electrical oule layer at
More informationModule: 8 Lecture: 1
Moule: 8 Lecture: 1 Energy iipate by amping Uually amping i preent in all ocillatory ytem. It effect i to remove energy from the ytem. Energy in a vibrating ytem i either iipate into heat oun or raiate
More informationA novel protocol for linearization of the Poisson-Boltzmann equation
Ann. Univ. Sofia, Fac. Chem. Pharm. 16 (14) 59-64 [arxiv 141.118] A novel protocol for linearization of the Poion-Boltzmann equation Roumen Tekov Department of Phyical Chemitry, Univerity of Sofia, 1164
More informationElectrical Double Layers: Effects of Asymmetry in Electrolyte Valence on Steric Effects, Dielectric Decrement, and Ion Ion Correlations
Cite Thi: Langmuir 18, 4, 1197111985 pub.ac.org/langmuir Electrical ouble Layer: Effect of Aymmetry in Electrolyte Valence on Steric Effect, ielectric ecrement, an IonIon Correlation Ankur Gupta an Howar
More informationThermionic Emission Theory
hapter 4. PN and Metal-Semiconductor Junction Thermionic Emiion Theory Energy band diagram of a Schottky contact with a forward bia V applied between the metal and the emiconductor. Electron concentration
More informationSaliency Modeling in Radial Flux Permanent Magnet Synchronous Machines
NORPIE 4, Tronheim, Norway Saliency Moeling in Raial Flux Permanent Magnet Synchronou Machine Abtract Senorle control of Permanent Magnet Synchronou Machine i popular for everal reaon: cot aving an ytem
More informationProposal of the Thin Film Pirani Vacuum Sensor Still Sensitive Above 1 Atmosphere ABSTRACT INTRODUCTION
P1.11 Propoal of the Thin Film Pirani Vacuum Senor Still Senitive Above 1 Atmophere Takahima Noriaki and Kimura Mituteru Faculty of Engineering, Tohoku Gakuin Univerity 13-1, Chuo-1, Tagajo, Miyagi, 985-8537,
More informationGain and Phase Margins Based Delay Dependent Stability Analysis of Two- Area LFC System with Communication Delays
Gain and Phae Margin Baed Delay Dependent Stability Analyi of Two- Area LFC Sytem with Communication Delay Şahin Sönmez and Saffet Ayaun Department of Electrical Engineering, Niğde Ömer Halidemir Univerity,
More informationCompensation of backlash effects in an Electrical Actuator
1 Compenation of backlah effect in an Electrical Actuator R. Merzouki, J. C. Caiou an N. M Siri LaboratoireeRobotiqueeVeraille 10-12, avenue e l Europe 78140 Vélizy e-mail: merzouki@robot.uvq.fr Abtract
More informationFUNDAMENTALS OF POWER SYSTEMS
1 FUNDAMENTALS OF POWER SYSTEMS 1 Chapter FUNDAMENTALS OF POWER SYSTEMS INTRODUCTION The three baic element of electrical engineering are reitor, inductor and capacitor. The reitor conume ohmic or diipative
More informationSeveral schematic symbols for a capacitor are shown below. The symbol resembles the two conducting surfaces separated with a dielectric.
Capacitor Capacitor are two terminal, paive energy torage device. They tore electrical potential energy in the form of an electric field or charge between two conducting urface eparated by an inulator
More informationLiquid cooling
SKiiPPACK no. 3 4 [ 1- exp (-t/ τ )] + [( P + P )/P ] R [ 1- exp (-t/ τ )] Z tha tot3 = R ν ν tot1 tot tot3 thaa-3 aa 3 ν= 1 3.3.6. Liquid cooling The following table contain the characteritic R ν and
More informationSoil water electrical conductivity determination based on the salinity index concept
European Water 59: 343-349, 2017. 2017 E.W. Publication Soil water electrical conductivity determination baed on the alinity index concept G. Karga *, P. Mougiou, A. Petetidi and P. Kerkide Department
More informationDigital Control System
Digital Control Sytem - A D D A Micro ADC DAC Proceor Correction Element Proce Clock Meaurement A: Analog D: Digital Continuou Controller and Digital Control Rt - c Plant yt Continuou Controller Digital
More information7.2 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 281
72 INVERSE TRANSFORMS AND TRANSFORMS OF DERIVATIVES 28 and i 2 Show how Euler formula (page 33) can then be ued to deduce the reult a ( a) 2 b 2 {e at co bt} {e at in bt} b ( a) 2 b 2 5 Under what condition
More informationPHASE-FIELD SIMULATION OF SOLIDIFICATION WITH DENSITY CHANGE
Proceeing of IMECE04 004 ASME International Mechanical Engineering Congre an Epoition November 3-0, 004, Anaheim, California USA IMECE004-60875 PHASE-FIELD SIMULATION OF SOLIDIFICATION WITH DENSITY CHANGE
More informationParameter Analysis of the Low-Power MCML
20 International Conference on Circuit, Sytem an Simulation IPCSIT ol.7 (20) (20) IACSIT Pre, Singapore Parameter Analyi of the Low-Power MCML Dan Zhang, Wei Wu 2 an Yifei Wang 3 College of Science, Shanghai
More informationFramework Model For Single Proton Conduction through Gramicidin
2 Biophyical Journal Volume 80 January 200 2 30 Framework Moel For Single Proton Conuction through Gramiciin Mark F. Schumaker,* Régi Pomè, an Benoît Roux * Department of Pure an Applie Mathematic, Wahington
More informationON ITERATIVE FEEDBACK TUNING AND DISTURBANCE REJECTION USING SIMPLE NOISE MODELS. Bo Wahlberg
ON ITERATIVE FEEDBACK TUNING AND DISTURBANCE REJECTION USING SIMPLE NOISE MODELS Bo Wahlberg S3 Automatic Control, KTH, SE 100 44 Stockholm, Sween. Email: bo.wahlberg@3.kth.e Abtract: The objective of
More informationPerformance Evaluation of Acoustic Scene Classification Using DNN-GMM and Frame-Concatenated Acoustic Features
Proceeing of APSIPA Annual Summit an Conference 2017 Performance Evaluation of Acoutic Scene Claification Uing NN-GMM an Frame-Concatenate Acoutic Feature Gen Takahahi, Takehi Yamaa, Nobutaka Ono an Shoji
More informationElectromechanical Dynamics for Micro Film
Senor & Tranducer, Vol. 76, Iue 8, Augut 04, pp. 99-06 Senor & Tranducer 04 by IFSA Publihing, S. L. http://www.enorportal.com Electromechanical Dynamic for Micro Film Lizhong Xu, Xiaorui Fu Mechanical
More informationMODELING ION SENSITIVE FIELD EFFECT TRANSISTORS FOR BIOSENSOR APPLICATIONS
International Journal of Advanced Reearch in Engineering and Technology (IJARET), ISSN 0976 6480(Print) ISSN 0976 6499(Online) Volume 1 Number 1, May - June (010), pp. 38-57 IAEME, http://www.iaeme.com/ijaret.html
More informationBogoliubov Transformation in Classical Mechanics
Bogoliubov Tranformation in Claical Mechanic Canonical Tranformation Suppoe we have a et of complex canonical variable, {a j }, and would like to conider another et of variable, {b }, b b ({a j }). How
More informationFinite Element Analysis of a Fiber Bragg Grating Accelerometer for Performance Optimization
Finite Element Analyi of a Fiber Bragg Grating Accelerometer for Performance Optimization N. Baumallick*, P. Biwa, K. Dagupta and S. Bandyopadhyay Fiber Optic Laboratory, Central Gla and Ceramic Reearch
More informationSemiconductor Physics and Devices
EE321 Fall 2015 Semiconductor Phyic and Device November 30, 2015 Weiwen Zou ( 邹卫文 ) Ph.D., Aociate Prof. State Key Lab of advanced optical communication ytem and network, Dept. of Electronic Engineering,
More informationLOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION
G.J. E.D.T.,Vol.(6:93 (NovemberDecember, 03 ISSN: 39 793 LOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION C.Srinivaa Rao Dept. of EEE, G.Pullaiah
More informationA Simplified Methodology for the Synthesis of Adaptive Flight Control Systems
A Simplified Methodology for the Synthei of Adaptive Flight Control Sytem J.ROUSHANIAN, F.NADJAFI Department of Mechanical Engineering KNT Univerity of Technology 3Mirdamad St. Tehran IRAN Abtract- A implified
More informationTHE EFFECT OF WIDE STIRRUP SPACING ON DIAGONAL COMPRESSIVE CAPACITY OF HIGH STRENGTH CONCRETE BEAMS
- Technical Paper - THE EFFECT OF WIDE STIRRUP SPACING ON DIAGONAL COMPRESSIVE CAPACITY OF HIGH STRENGTH CONCRETE BEAMS Patarapol TANTIPIDOK *1, Koji MATSUMOTO *2 an Junichiro NIWA *3 ABSTRACT To promote
More informationMOS electrostatic: Quantitative analysis
MOS electrotatic: Quantitative analyi In thi cla, we will Derive analytical expreion for the charge denity, electric field and the electrotatic potential. xpreion for the depletion layer width Decribe
More informationDESIGN OF CONTROLLERS FOR STABLE AND UNSTABLE SYSTEMS WITH TIME DELAY
DESIGN OF CONTROLLERS FOR STABLE AND UNSTABLE SYSTEMS WITH TIME DELAY P. Dotál, V. Bobál Department of Proce Control, Facult of Technolog, Toma Bata Univerit in Zlín Nám. T. G. Maarka 75, 76 7 Zlín, Czech
More informationERTH403/HYD503, NM Tech Fall 2006
ERTH43/HYD53, NM Tech Fall 6 Variation from normal rawown hyrograph Unconfine aquifer figure from Krueman an e Rier (99) Variation from normal rawown hyrograph Unconfine aquifer Early time: when pumping
More informationA new approach to determinate parasitic elements of GaN HEMT by COLD FET S-Parameter
A ne approach to determinate paraitic element of GaN HEMT by COLD FET -Parameter Min Han 1*, Yongheng Dai 1, 2, Jianjun Zhou 2, Chao Liu 3, Xu Li 1 1 chool of Electronic and Optical Engineer,Nanjing Univerity
More informationControllability Analysis of an Inverter Fed Induction Machine
Controllability Analyi of an Inverter Fe Inuction Machine Henrik Mokull Bombarier Tranportation, SE-71 73 Väterå, Sween S3, Automatic Control, KTH, SE-1 44 Stockholm, Sween Abtract: A controllability analyi
More informationFLEXOELECTRIC SIGNALS ON RINGS IN TRANSVERSE MOTIONS
Proceeding of the ASME 011 International Deign Engineering Technical Conference & Computer and Information in Engineering Conference IDETC/CIE 011 Augut 8-31, 011, Wahington, DC, USA DETC011-4819 FLEXOELECTRIC
More informationThe Study of the Kinematic Parameters of a Vehicle Using the Accelerometer of a Smartphone
The Study of the Kinematic Parameter of a Vehicle Uing the Accelerometer of a Smartphone Marin Oprea Faculty of Phyic, Univerity of Bucharet, Bucharet-Magurele, Romania E-mail: opreamarin007@yahoo.com
More informationCHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL
98 CHAPTER DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL INTRODUCTION The deign of ytem uing tate pace model for the deign i called a modern control deign and it i
More informationMetal-Semiconductor Interfaces. Metal-Semiconductor contact. Schottky Barrier/Diode. Ohmic Contacts MESFET. UMass Lowell Sanjeev Manohar
Metal-Semiconductor Interface Metal-Semiconductor contact Schottky Barrier/iode Ohmic Contact MESFET UMa Lowell 10.5 - Sanjeev evice Building Block UMa Lowell 10.5 - Sanjeev UMa Lowell 10.5 - Sanjeev Energy
More informationISSN: ISO 9001:2008 Certified International Journal of Engineering and Innovative Technology (IJEIT) Volume 5, Issue 5, November 2015
Optimum Deign of Charge Pump Circuit Uing Genetic Algorithm Dr. Ahmad T. Youni, Shamil H. Huein, and Ahmad A. Imail Abtract Integrated charge pump circuit are power converter ued to obtain a different
More informationEffect of cross-sectional geometry on superelasticity of helical nanobelts *
53 Effect of cro-ectional geometry on uperelaticity of helical nanobelt * N Li, Y Cui an D Fu Department of Mechanic, Tianjin Univerity, Tianjin, People Republic of China ABSTRACT: The hape memory effect
More informationReliability Analysis of Embedded System with Different Modes of Failure Emphasizing Reboot Delay
International Journal of Applied Science and Engineering 3., 4: 449-47 Reliability Analyi of Embedded Sytem with Different Mode of Failure Emphaizing Reboot Delay Deepak Kumar* and S. B. Singh Department
More informationEfficient Global Optimization Applied to Multi-Objective Design Optimization of Lift Creating Cylinder Using Plasma Actuators
Efficient Global Optimization Applied to Multi-Objective Deign Optimization of Lift Creating Cylinder Uing Plama Actuator Maahiro Kanazaki 1, Takahi Matuno 2, Kengo Maeda 2 and Mituhiro Kawazoe 2 1 Graduate
More informationAdvanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment
Journal of Multidiciplinary Engineering Science and Technology (JMEST) ISSN: 59- Vol. Iue, January - 5 Advanced D-Partitioning Analyi and it Comparion with the haritonov Theorem Aement amen M. Yanev Profeor,
More informationConvective Heat Transfer
Convective Heat Tranfer Example 1. Melt Spinning of Polymer fiber 2. Heat tranfer in a Condener 3. Temperature control of a Re-entry vehicle Fiber pinning The fiber pinning proce preent a unique engineering
More informationEE 508 Lecture 16. Filter Transformations. Lowpass to Bandpass Lowpass to Highpass Lowpass to Band-reject
EE 508 Lecture 6 Filter Tranformation Lowpa to Bandpa Lowpa to Highpa Lowpa to Band-reject Review from Lat Time Theorem: If the perimeter variation and contact reitance are neglected, the tandard deviation
More informationThe Measurement of DC Voltage Signal Using the UTI
he Meaurement of DC Voltage Signal Uing the. INRODUCION can er an interface for many paive ening element, uch a, capacitor, reitor, reitive bridge and reitive potentiometer. By uing ome eternal component,
More informationPurity Predictive Model-based Control of Oxygen Vacuum Swing Adsorption Process
8th eiterranean Conference on Control & Automation Congre Palace Hotel, arrakech, orocco June 3-5, 00 Purity Preictive oel-bae Control of Oxygen Vacuum Swing Aorption Proce J. acron, O. Roy, J. Pierquin,
More informationGreen-Kubo formulas with symmetrized correlation functions for quantum systems in steady states: the shear viscosity of a fluid in a steady shear flow
Green-Kubo formula with ymmetrized correlation function for quantum ytem in teady tate: the hear vicoity of a fluid in a teady hear flow Hirohi Matuoa Department of Phyic, Illinoi State Univerity, Normal,
More informationMOSFET Models. The basic MOSFET model consist of: We will calculate dc current I D for different applied voltages.
MOSFET Model The baic MOSFET model conit of: junction capacitance CBS and CB between ource (S) to body (B) and drain to B, repectively. overlap capacitance CGO and CGSO due to gate (G) to S and G to overlap,
More informationIII.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SUBSTANCES
III.9. THE HYSTERESIS CYCLE OF FERROELECTRIC SBSTANCES. Work purpoe The analyi of the behaviour of a ferroelectric ubtance placed in an eternal electric field; the dependence of the electrical polariation
More informationin a circular cylindrical cavity K. Kakazu Department of Physics, University of the Ryukyus, Okinawa , Japan Y. S. Kim
Quantization of electromagnetic eld in a circular cylindrical cavity K. Kakazu Department of Phyic, Univerity of the Ryukyu, Okinawa 903-0, Japan Y. S. Kim Department of Phyic, Univerity of Maryland, College
More informationFluid-structure coupling analysis and simulation of viscosity effect. on Coriolis mass flowmeter
APCOM & ISCM 11-14 th December, 2013, Singapore luid-tructure coupling analyi and imulation of vicoity effect on Corioli ma flowmeter *Luo Rongmo, and Wu Jian National Metrology Centre, A*STAR, 1 Science
More informationDetermination of the local contrast of interference fringe patterns using continuous wavelet transform
Determination of the local contrat of interference fringe pattern uing continuou wavelet tranform Jong Kwang Hyok, Kim Chol Su Intitute of Optic, Department of Phyic, Kim Il Sung Univerity, Pyongyang,
More informationThermal Resistance Measurements and Thermal Transient Analysis of Power Chip Slug-Up and Slug-Down Mounted on HDI Substrate
Intl Journal of Microcircuit and Electronic Packaging Thermal Reitance Meaurement and Thermal Tranient Analyi of Power Chip Slug-Up and Slug-Down Mounted on HDI Subtrate Claudio Sartori Magneti Marelli
More informationUniversity Courses on Svalbard. AT-204 Thermo-Mechanical Properties of Materials, 3 vt, 9 ECTS EXAMINATION SUGGESTED SOLUTION (PROBLEM SETS 2 AND 3)
Page 1 of 7 Univerity Coure on Svalbar AT-204 Thermo-Mechanical Propertie of Material, 3 vt, 9 ECTS EXAMINATION SUGGESTED SOLUTION (PROBLEM SETS 2 AND 3) May 29, 2001, hour: 09.00-13.00 Reponible: Sveinung
More informationarxiv: v3 [hep-ph] 15 Sep 2009
Determination of β in B J/ψK+ K Decay in the Preence of a K + K S-Wave Contribution Yuehong Xie, a Peter Clarke, b Greig Cowan c and Franz Muheim d arxiv:98.367v3 [hep-ph 15 Sep 9 School of Phyic and Atronomy,
More informationComparison of Low Field Electron Transport Properties in Compounds of groups III-V Semiconductors by Solving Boltzmann Equation Using Iteration Model
International Journal of Engineering Invention ISSN: 78-7461, www.ijeijournal.com Volume 1, Iue (September 1) PP: 56-61 Comparion of Low Field Electron Tranport Propertie in Compound of group III-V Semiconductor
More informationTHERMAL/FLUID CHARACTERISTICS OF ISOTROPIC PLAIN-WEAVE SCREEN LAMINATES AS HEAT EXCHANGE SURFACES
AIAA 00-008 THERMAL/FLUID CHARACTERISTICS OF ISOTROPIC PLAIN-WEAVE SCREEN LAMINATES AS HEAT EXCHANGE SURFACES Ji-Wook Park *, Dan Ruch *, an R. A. Wirtz Mechanical Engineering Department/MS 31 Univerity
More informationFundamental Physics of Force and Energy/Work:
Fundamental Phyic of Force and Energy/Work: Energy and Work: o In general: o The work i given by: dw = F dr (5) (One can argue that Eqn. 4 and 5 are really one in the ame.) o Work or Energy are calar potential
More informationSocial Studies 201 Notes for March 18, 2005
1 Social Studie 201 Note for March 18, 2005 Etimation of a mean, mall ample ize Section 8.4, p. 501. When a reearcher ha only a mall ample ize available, the central limit theorem doe not apply to the
More informationCopyright 1967, by the author(s). All rights reserved.
Copyright 1967, by the author(). All right reerved. Permiion to make digital or hard copie of all or part of thi work for peronal or claroom ue i granted without fee provided that copie are not made or
More informationA Single Particle Thermal Model for Lithium Ion Batteries
A Single Particle Thermal Model for Lithium Ion Batterie R. Painter* 1, B. Berryhill 1, L. Sharpe 2 and S. Keith Hargrove 2 1 Civil Engineering, Tenneee State Univerity, Nahville, TN, USA 2 Mechanical
More informationLecture 10 Filtering: Applied Concepts
Lecture Filtering: Applied Concept In the previou two lecture, you have learned about finite-impule-repone (FIR) and infinite-impule-repone (IIR) filter. In thee lecture, we introduced the concept of filtering
More informationμ + = σ = D 4 σ = D 3 σ = σ = All units in parts (a) and (b) are in V. (1) x chart: Center = μ = 0.75 UCL =
Our online Tutor are available 4*7 to provide Help with Proce control ytem Homework/Aignment or a long term Graduate/Undergraduate Proce control ytem Project. Our Tutor being experienced and proficient
More informationA PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES
ABCM Sympoium Serie in Mechatronic - Vol. 3 - pp.87-96 Copyright c 8 by ABCM A PLC BASE MIMO PI CONOLLE FO MULIVAIABLE INUSIAL POCESSES Joé Maria Galvez, jmgalvez@ufmg.br epartment of Mechanical Engineering
More informationTHE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER
Proceeding of IMAC XXXI Conference & Expoition on Structural Dynamic February -4 Garden Grove CA USA THE EXPERIMENTAL PERFORMANCE OF A NONLINEAR DYNAMIC VIBRATION ABSORBER Yung-Sheng Hu Neil S Ferguon
More informationNoise Reduction in DEXA Image based on System Noise Modeling
oie Reuction in DEXA Image bae on ytem oie Moeling J. W. Kwon 1,. I. Cho 1, Y. B. Ahn, Y. M. Ro 1*, 1 Image an Vieo ytem Lab., KAIT Dept o Electronic Engineering, Konkuk Univerity Image an Vieo ytem Lab.,
More informationWhat lies between Δx E, which represents the steam valve, and ΔP M, which is the mechanical power into the synchronous machine?
A 2.0 Introduction In the lat et of note, we developed a model of the peed governing mechanim, which i given below: xˆ K ( Pˆ ˆ) E () In thee note, we want to extend thi model o that it relate the actual
More informationFUZZY LOGIC BASED FIELD ORIENTED CONTROL OF PERMANENT MAGNET SYNCHRONOUS MOTOR
International Journal of Electrical, Electronic an Data Communication, ISSN: 2320-2084 Volume-3, Iue-8, Aug.-2015 FUZZY LOGIC BASED FIELD ORIENTED CONTROL OF PERMANENT MAGNET SYNCHRONOUS MOTOR 1 BINITA
More informationControl Systems Analysis and Design by the Root-Locus Method
6 Control Sytem Analyi and Deign by the Root-Locu Method 6 1 INTRODUCTION The baic characteritic of the tranient repone of a cloed-loop ytem i cloely related to the location of the cloed-loop pole. If
More informationUser Selection Based Cooperative Spectrum Sensing for Cognitive Radio
Uer Selection Bae Cooperative Spectrum Sening for Cognitive Raio Netork 1 Yang Ou, Yi-ming Wang 1 Soocho Univerity, Department of Electronic an Information Engineering, Suzhou, China *1 Univerity of Science
More informationUSING NONLINEAR CONTROL ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS
October 12-17, 28, Beijing, China USING NONLINEAR CONTR ALGORITHMS TO IMPROVE THE QUALITY OF SHAKING TABLE TESTS T.Y. Yang 1 and A. Schellenberg 2 1 Pot Doctoral Scholar, Dept. of Civil and Env. Eng.,
More informationUnified Correlation between SPT-N and Shear Wave Velocity for all Soil Types
6 th International Conference on Earthquake Geotechnical Engineering 1-4 ovember 15 Chritchurch, ew Zealand Unified Correlation between SPT- and Shear Wave Velocity for all Soil Type C.-C. Tai 1 and T.
More informationSuggested Answers To Exercises. estimates variability in a sampling distribution of random means. About 68% of means fall
Beyond Significance Teting ( nd Edition), Rex B. Kline Suggeted Anwer To Exercie Chapter. The tatitic meaure variability among core at the cae level. In a normal ditribution, about 68% of the core fall
More informationFIELD EFFECT TRANSISTORS:
Chapter 10 FIEL EFFECT TRANITOR: MOFET The following overview gures describe important issues related to the most important electronic device. NUMBER OF ACTIVE EVICE/CHIP MOORE' LAW Gordon Moore, co-founder
More informationCHEAP CONTROL PERFORMANCE LIMITATIONS OF INPUT CONSTRAINED LINEAR SYSTEMS
Copyright 22 IFAC 5th Triennial World Congre, Barcelona, Spain CHEAP CONTROL PERFORMANCE LIMITATIONS OF INPUT CONSTRAINED LINEAR SYSTEMS Tritan Pérez Graham C. Goodwin Maria M. Serón Department of Electrical
More informationEE 508 Lecture 16. Filter Transformations. Lowpass to Bandpass Lowpass to Highpass Lowpass to Band-reject
EE 508 Lecture 6 Filter Tranformation Lowpa to Bandpa Lowpa to Highpa Lowpa to Band-reject Review from Lat Time Theorem: If the perimeter variation and contact reitance are neglected, the tandard deviation
More informationSimple Observer Based Synchronization of Lorenz System with Parametric Uncertainty
IOSR Journal of Electrical and Electronic Engineering (IOSR-JEEE) ISSN: 78-676Volume, Iue 6 (Nov. - Dec. 0), PP 4-0 Simple Oberver Baed Synchronization of Lorenz Sytem with Parametric Uncertainty Manih
More informationMath Skills. Scientific Notation. Uncertainty in Measurements. Appendix A5 SKILLS HANDBOOK
ppendix 5 Scientific Notation It i difficult to work with very large or very mall number when they are written in common decimal notation. Uually it i poible to accommodate uch number by changing the SI
More informationAn inventory model with temporary price discount when lead time links to order quantity
80 Journal of Scientific & Indutrial Reearch J SCI IN RES VOL 69 MARCH 00 Vol. 69 March 00 pp. 80-87 An inventory model with temporary price dicount when lead time link to order quantity Chih-Te Yang Liang-Yuh
More informationInterphase Momentum Study in a Slurry Bubble Column
A publication of 1507 CHEMICAL ENGINEERING TRANSACTIONS VOL. 3, 013 Chief Eitor: Sauro Pierucci, Jiří J. Klemeš Copyright 013, AIDIC Servizi S.r.l., ISBN 978-88-95608-3-5; ISSN 1974-9791 The Italian Aociation
More informationLeakage Current Through the Ultra Thin Silicon Dioxide
Aian Journal of Chemitry ol. No. 3 (009) 399-404 Leakage Current Through the Ultra Thin Silicon Dioxide A. BAHA*. EME and. EZAZADEH Department of Phyic Faculty of Baic Science Univerity of Mazandaran P.O.
More informationNONISOTHERMAL OPERATION OF IDEAL REACTORS Plug Flow Reactor
NONISOTHERMAL OPERATION OF IDEAL REACTORS Plug Flow Reactor T o T T o T F o, Q o F T m,q m T m T m T mo Aumption: 1. Homogeneou Sytem 2. Single Reaction 3. Steady State Two type of problem: 1. Given deired
More informationDetermination of the Schottky barrier height in diodes based on Au TiB 2 n-sic 6H from the current-voltage and capacitance-voltage characteristics
Semiconuctor Phyic, Quantum Electronic & Optoelectronic, 014. V. 17, 4. P. 398-40. PACS 73.3.+y, 73.40.-c, 85.30.De Determination of the Schottky barrier height in ioe bae on Au TiB n-sic 6H from the current-voltage
More informationTheoretical study of the dual harmonic system and its application on the CSNS/RCS
Theoretical tudy of the dual harmonic ytem and it application on the CSNS/RCS Yao-Shuo Yuan, Na Wang, Shou-Yan Xu, Yue Yuan, and Sheng Wang Dongguan branch, Intitute of High Energy Phyic, CAS, Guangdong
More informationAPPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS
APPLICATION OF THE SINGLE IMPACT MICROINDENTATION FOR NON- DESTRUCTIVE TESTING OF THE FRACTURE TOUGHNESS OF NONMETALLIC AND POLYMERIC MATERIALS REN A. P. INSTITUTE OF APPLIED PHYSICS OF THE NATIONAL ACADEMY
More informationJump condition at the boundary between a porous catalyst and a homogeneous fluid
From the SelectedWork of Francico J. Valde-Parada 2005 Jump condition at the boundary between a porou catalyt and a homogeneou fluid Francico J. Valde-Parada J. Alberto Ochoa-Tapia Available at: http://work.bepre.com/francico_j_valde_parada/12/
More informationIntroduction to Mechanism Design
5 1 Introuction to Mechanim Deign 1.1 Dominant trategie an Nah equilibria In the previou lecture we have een example of game that amit everal Nah equilibria. Moreover, ome of thee equilibria correpon to
More informationS_LOOP: SINGLE-LOOP FEEDBACK CONTROL SYSTEM ANALYSIS
S_LOOP: SINGLE-LOOP FEEDBACK CONTROL SYSTEM ANALYSIS by Michelle Gretzinger, Daniel Zyngier and Thoma Marlin INTRODUCTION One of the challenge to the engineer learning proce control i relating theoretical
More informationTHE RATIO OF DISPLACEMENT AMPLIFICATION FACTOR TO FORCE REDUCTION FACTOR
3 th World Conference on Earthquake Engineering Vancouver, B.C., Canada Augut -6, 4 Paper No. 97 THE RATIO OF DISPLACEMENT AMPLIFICATION FACTOR TO FORCE REDUCTION FACTOR Mua MAHMOUDI SUMMARY For Seimic
More informationV = 4 3 πr3. d dt V = d ( 4 dv dt. = 4 3 π d dt r3 dv π 3r2 dv. dt = 4πr 2 dr
0.1 Related Rate In many phyical ituation we have a relationhip between multiple quantitie, and we know the rate at which one of the quantitie i changing. Oftentime we can ue thi relationhip a a convenient
More informationNon-linearity parameter B=A of binary liquid mixtures at elevated pressures
PRAMANA cfl Indian Academy of Science Vol. 55, No. 3 journal of September 2000 phyic pp. 433 439 Non-linearity parameter B=A of binary liquid mixture at elevated preure J D PANDEY, J CHHABRA, R DEY, V
More informationInfluence of ground water extraction in the seismic hazard of Mexico City
Geo-Environment and Landcape Evolution II 457 Influence of ground water extraction in the eimic hazard of Mexico City J. Avilé 1, L. E. Pérez-Rocha 2 & H. R. Aguilar 3 1 Intituto Mexicano de Tecnología
More informationBehavioral Modeling of Transmission Line Channels via Linear Transformations
Behavioral Modeling of Tranmiion Line Channel via Linear Tranformation Albert Vareljian albertv@ieeeorg Member, IEEE, Canada Abtract An approach baed on the linear tranformation of network port variable
More informationRobust Decentralized Design of H -based Frequency Stabilizer of SMES
International Energy Journal: Vol. 6, No., Part, June 005-59 Robut Decentralized Deign of H -baed Frequency Stabilizer of SMES www.erd.ait.ac.th/reric C. Vorakulpipat *, M. Leelajindakrirerk *, and I.
More informationMULTI-LAYERED LOSSY FINITE LENGTH DIELECTRIC CYLINDIRICAL MODEL OF MAN AT OBLIQUE INCIDENCE
Proceeding 3rd Annual Conference IEEE/EMBS Oct.5-8, 1, Itanbul, TURKEY MULTI-LAYERED LOSSY FINITE LENGTH DIELECTRIC CYLINDIRICAL MODEL OF MAN AT OBLIQUE INCIDENCE S.S. Şeker, B. Yeldiren Boğaziçi Univerity,
More informationCHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poster LP )
1 CHARGING OF DUST IN A NEGATIVE ION PLASMA (APS DPP-06 Poter LP1.00128) Robert Merlino, Ro Fiher, Su Hyun Kim And Nathan Quarderer Department of Phyic and Atronomy, The Univerity of Iowa Abtract. We invetigate
More informationMolecular Dynamics Simulations of Nonequilibrium Effects Associated with Thermally Activated Exothermic Reactions
Original Paper orma, 5, 9 7, Molecular Dynamic Simulation of Nonequilibrium Effect ociated with Thermally ctivated Exothermic Reaction Jerzy GORECKI and Joanna Natalia GORECK Intitute of Phyical Chemitry,
More informationCodes Correcting Two Deletions
1 Code Correcting Two Deletion Ryan Gabry and Frederic Sala Spawar Sytem Center Univerity of California, Lo Angele ryan.gabry@navy.mil fredala@ucla.edu Abtract In thi work, we invetigate the problem of
More information