Discrete-Time PID (n-2) Stage PD Cascade Controllers with First Order Hold and Delayed First Order Hold Discretizations

Size: px
Start display at page:

Download "Discrete-Time PID (n-2) Stage PD Cascade Controllers with First Order Hold and Delayed First Order Hold Discretizations"

Transcription

1 Proceeing of the International MultiConference of Engineer an Comuter Scientit 7 Vol I IMECS 7 March Hong Kong Dicrete-Time PID (n- Stage PD Cacae Controller with Firt Orer Hol an Delaye Firt Orer Hol Dicretiation Channarong Chiengtee Pittaya Pannil Praart Ukakimaarn an Thanit Triuwannawat Abtract---Thi aer rooe a technique to eign the (n- tage PD (Proortional-Derivative controller cacae with the PID (Proortional-Integral-Derivative controller in accorance with nth orer lant The Continuou-Time (CT eign i firtly reviewe to how the avantage of the Kitti metho The rooe technique i bae on the Kitti metho in combination with the ue of Firt Orer Hol (FOH to icretie the CT lant an Delaye Firt Orer Hol (DFOH to icretie the CT controller for obtaining the roer Dicrete-Time (DT controller tructure The imulation reult confirm that the rooe eign technique can be alie to the DT framework with better ecification than it wa execte Inex Term Continuou-Time / Dicrete-Time PID (n- PD controller Firt Orer Hol Delaye Firt Orer Hol I I INTRODUCTION t i known that mot inutrial lant are tye an conit of three to five firt orer lag or ea time lu one firt orer lag [] However the PID controller i roerly alie to a tyical econ orer lant only In orer to control a thir orer ytem to obtain the given ecification an analytic PIDA (Proortional-Integral- Derivative-Acceleration controller eign technique i then rooe [] For a thir or higher nth orer lant a eign metho bae on root locu technique for the PID (n- tage PD cacae controller in CT framework ha been reente [3] Thi eign technique i aime to atify the eire ecification without trial an error Then the forwar controller i emloye to ecreae the overhoot an the controlle ytem tructure become two egree of freeom (-DOF control ytem a hown in Fig R( G f ( X ( G ( c G ( P Fig Structure of the -DOF control ytem D( Y ( For DT framework three generation of thee PID (n- tage PD cacae controller have been rooe recently The firt eign for the DT PID (n- tage PD cacae controller i uing Zero Orer Hol (ZOH icretiation metho [4] while the econ one i uing Tutin or bilinear icretiation metho to eign the controller in - lane [5] The thir concet to eign DT controller i alo uing Tutin but it i require to tranform the CT eigne controller from -lane to -lane [6] In orer to be an alternative metho for DT controller eign thi aer reent an effective eign technique uing FOH an DFOH icretiation a well a uing Kitti metho The MATLAB imulation reult for verifying the controller erformance are alo inclue II METHODOLOGY Fig how the te for eign of igital control ytem [7] which are major te; lant moeling an controller eign Manucrit receive December 9 6; revie January 9 7 C Chiengtee i with Deartment of Intrumentation an Control Engineering Faculty of Engineering King Mongkut Intitute of Technology Lakrabang Bangkok Thailan 5 ( atom_@hotmailcom P Pannil i with Deartment of Intrumentation an Control Engineering Faculty of Engineering King Mongkut Intitute of Technology Lakrabang Bangkok Thailan 5 (hone : ; fax: ; ittaya@kmitlacth P Ukakimaarn i with Deartment of Intrumentation an Control Engineering Faculty of Engineering King Mongkut Intitute of Technology Lakrabang Bangkok Thailan 5 ( kuraar@gmailcom T Triuwannawat i with Deartment of Intrumentation an Control Engineering Faculty of Engineering King Mongkut Intitute of Technology Lakrabang Bangkok Thailan 5 ( ktthanit@gmailcom ISBN: ISSN: (Print; ISSN: (Online Fig Ste of the igital control ytem eign A Problem Statement From a block iagram of Fig 3 we nee to fin the PID (n- tage PD cacae controller K( or K( for the lant G( o that the given eire ecification coul be accetably achieve IMECS 7

2 Proceeing of the International MultiConference of Engineer an Comuter Scientit 7 Vol I IMECS 7 March Hong Kong R ( E ( U ( Y ( K ( G ( Fig 3 Block iagram of tyical control ytem From the given eire ecification in term of the Percent Overhoot (PO the aming ratio i P O P O ζ ln = π ln = 69 (7 B Continuou Time Framework Let the nth orer lant G( be controlle by the cacae controller K( their tranfer function i aume to be Kn G( = N ( T ( T ( T = ; n= 3 N = ( ( 3( 6 The tranfer function of the PID controller can be tate a Ki ( ( KPID ( = K K = K i ( where K i a roortional gain K i i an integral gain an K i a erivative gain Hence the PD controller tranfer function i K ( = K K = K ( (3 PD ( From the given Settling Time {t (±%} the uname natural frequency i ( ζ ln ωn = ζ = 369 ra/ec (8 t Hence one of the ominant cloe-loo ole i locate at = 8 j (9 The oen-loo tranfer function without at i ( 3( 6 KGwo( = ( ( 3 ( = 69 j3= ( The oen-loo tranfer function for the PID (n- tage PD cacae controller K( an the lant G( can be given by The angle from the ero to i ( KGwo arg[ ] = π arg ( = 737 ( PID Controller ( n PD K i ( ( K ( Kn KG( = ( ( ( nth orer Plant ( 3( 6( = K ( ( 3( 6 N (4 By uing Kitti metho = 3 an = 6 are firtly aigne then fin only an K from the root locu angle an magnitue conition a follow KG( =± (k π k = KG( = The eire ecification to be eigne are uually ecifie in term of tranient an teay tate reone characteritic of the control ytem to a unit-te inut exhibite by a air of comlex-conjugate ominant cloeloo ole ζω ω ζ ± = n ± j n a follow: (5 The location of the ero can fin from Im( = Re( = 789 ( tan arg[ ] Now it i imlie that ( ( 3( 6( 789 KG( = = 8 (3 ( ( 3( The oen-loo gain K can be foun from the magnitue conition of the root locu technique a follow: K = = (4 ζπ ζ Percent Overhoot ( P O = e % = 5% ln( ζ Settling Time ( t = = ec ζωn ( ± % (6 To ecreae the overhoot caue by aing the ero ( to the oen-loo tranfer function KG( the forwar controller can be tate a K f ( = (5 ISBN: ISSN: (Print; ISSN: (Online IMECS 7

3 Proceeing of the International MultiConference of Engineer an Comuter Scientit 7 Vol I IMECS 7 March Hong Kong Imag Axi Real Axi Fig 4 Plot of root loci in -Plane The DT tranfer function of the CT lant G( with the amling time follow: T (ec/amle i icretie by FOH i a ( G( = Z G( (7 T Hence from ( yiel F( ( G( = Z (8 T ( ( 3( 6 where Amlitue Time (ec Fig 5 Unit te reone The overall ytem i then aroximate a if it i a tanar econ orer ytem a follow: Y ( K( = R( ( K( 8854 = ζ ωn ωn (6 Fig 4 how the lot of root loci in -Plane The unit te reone with an without the forwar controller are hown in Fig 5 reectively C Dicrete-Time Framework To eign the DT controller the CT lant (or CT ytem an CT controller can be icretie by FOH [9] an by DFOH [] reectively Then we eign the DT controller in the ame way a the CT framework a b c e F( ( ( 3 ( F( = ( ( 3 ( 6 Then T 7 Z{ F( } = 8 ( 34 ( T 3T ( e 54 ( e 6T 54 ( e Finally we have 7 ( G( = T 8 34 T T ( e ( ( 3T 6T 54 T ( e 54 T ( e For T = / 5 ec/amle we obtain 3 β3 β β β G( = T 3T 6T ( e ( e ( e β = T e = 98 6 β = T e = 94 6 β = 354 6T e = β = 84 Then 5 ( 9539( 968( 97 G( = ( 98( 948( 8869 (9 ( ( ( (3 Fig 6 Dicretiation In thi work to obtain the tructure of DT PID (n- Stage PD cacae controller for a thir orer lant the ISBN: ISSN: (Print; ISSN: (Online IMECS 7

4 Proceeing of the International MultiConference of Engineer an Comuter Scientit 7 Vol I IMECS 7 March Hong Kong DFOH [] i alie Bae on the DFOH the eire DT tranfer function can be tate a K ( K ( = ( ZL (4 T Here Ki K( = K K ( K K Then L 3 ( 3 = b b b b 3 K( b3 b b b = T T K( b b = T T T 3 ( b3 b K ( = T T b T b T ( 3 T ( T ( Finally we have b T b T ( 3 T ( T ( 3 β3 β β β K( = ( β3 b3 β 6 4 T T b = β T 6 T T b β b ( a ( b ( c K( K ( (5 (6 (7 From ( an (6 the oen-loo tranfer function ue to eign the DT PID (n- tage PD cacae controller can be written a ( a ( b ( c K ( G( = K ( (8 5 ( 9539( 968( 97 ( 98( 948( 8869 By uing Kitti Metho to eign the cacae controller K( let = 958 an = 8969 Then a the oen-loo tranfer function without ( c i ( 958( 8969 KGwoc ( = K ( ( 9539( 968( 97 ( 98( 948( b (9 The eire ecification for eign of the controller K( are given in (6 Then the ominant cloe-loo ole in - Plane i T = e = 958 j43 T = 5 ec/ amle (3 Then the neceary angle of the oen-loo tranfer function without the ero ( c at the ominant cloe-loo ole i KGwoc ( = 36 j57 (3 arg [ KGwoc ( ] = 438 From the angle conition of the root locu metho the angle from c to can be written a [ ] π [ KGwo ] arg = arg ( = 5756 c c (3 Since the angle of the ero ( c i le than 9 then c i locate at the left han ie of a follow c Im( = Re( = 93 (33 tan arg ( [ c] Another require arameter i the controller gain K which can be foun from the magnitue conition of the root locu metho a follow K = K( G( = 9683 (34 Finally the controller tranfer function can be tate by ( a ( b ( c K ( = K ( (35 ( 958( 8969( 93 = 9683 ( The root loci for the DT controller with the amling time T = 5 ec/ amle are hown in Fig 7 While the unit te reone are hown in Fig 8 reectively Imag Axi Real Axi Fig 7 Root Loci in -Plane ISBN: ISSN: (Print; ISSN: (Online IMECS 7

5 Proceeing of the International MultiConference of Engineer an Comuter Scientit 7 Vol I IMECS 7 March Hong Kong Amlitue Imag Axi Amlitue No of Samle x Fig 8 Unit Ste Reone Real Axi Fig 9 Root Loci in -Plane 5 5 No of Samle Fig Unit Ste Reone For the amling time T = /5 ec/amle the correoning root loci an unit te reone are hown in Fig 9 an Fig reectively Where the lant tranfer function the controller tranfer function an the ominant cloe loo ole are a follow: III CONCLUSION The eign of PID (n- tage PD cacae controller in CT framework ha been ecribe to oint out the aim of Kitti metho which rovie that all eire ecification to be eigne can be achieve without trial an error te in the eign roce However the original eign bae on Kitti metho ue the forwar controller for ecreaing uneire overhoot Nowaay the forwar controller i rarely or never ue becaue there i alternate way to ecreae the maximum ercent overhoot by increaing the controller gain to be greater than the eigne value o that the lot of root loci are alway towar the real axi along circular hae If the amling time i enough all eire ecification are eaily obtaine REFERENCES [] Davi W Peen A New Look at PID Controller Tuning Tranaction of the ASME Journal of Dynamic Sytem Meaurement an Control Vol Set 994 [] Seul Jung an Richar C Dorf Analytic PIDA Controller Deign Technique for a Thir Orer Sytem Proceeing of the 35 th Conference on Deciion an Control Kobe Jaan December 996 [3] Thanit Triuwannawat Kitti Tiraeth Jongkol Ngamwiwit an Michihiko Iia PID(n- tage PD cacae controller for SISO ytem SICE 98 Proceeing of the 37 th SICE Annual Conference International eion Paer [4] Pittaya Pannil Sukiri Kanchanaomranvong Praart Ukakimaarn Thanit Triuwannawat an Kitti Tiraeth Dicrete PID (n- tage Cacae Controller for SISO Sytem SICE Annual Con- ference The Univerity Electro- Communication Jaan Augut - 8 [5] Krit Smeritak Praart Ukakimaarn Thanit Triuwannawat an Prera Lavanrakai Bilinear Dicrete PID (n- tage PD Cacae Controller for SISO Sytem th International Conference on Control Automation an Sytem in ICC (International Convention Center Jeju Ilan Korea Oct 7- [6] Suralak Charoonote Praart Ukakimaarn Pittaya Pannil an Thanit Triuwannawat Dicrete PID (n- Stage PD Cacae Controller Prooe by Kitti Proceeing of the 4 th IIAE International Conference on Inutrial Alication Engineering 58-6 B-Con Plaa Beu Jaan March 6-36 [7] Hirohi Fujimoto "General Framework of Multirate Samling Control an Alication to Motion Control Sytem" PhD Diertation The Univerity of Tokyo ubmitte in December an ublihe in March [8] Ryoo Nagamune MECH468/55P: Moern Control Engineering / Founation in Control Engineering Lecture Note # 6 Deartment of Mechanical Engineering Univerity of Britih of Columbia (UBC Canaa 8/9 [9] Jee B Hoagg Seth L Lacy R Scott Erwin an Denni S Berntein Firt-Orer-Hol Samling of Poitive Real Sytem An Subace Ientification of Poitive Real Moel Proceeing of the 4 American Control Conference Boton Maachuett June 3 - July 4 [] Maayohi Tomiuka Tu-Chin Tao an Kok-Kia Chew Analyi an Synthei of Dicrete-Time Reetitive Controller Journal of Dynamic Sytem Meaurement an Control Tranaction of the ASME Vol Setember ( 98595( 996( 6 G( = ( 998( 994( ( 995( 989( 993 K( = ( 3 = 996 j443 (36 ISBN: ISSN: (Print; ISSN: (Online IMECS 7

ECSE 4440 Control System Engineering. Project 1. Controller Design of a Second Order System TA

ECSE 4440 Control System Engineering. Project 1. Controller Design of a Second Order System TA ECSE 4440 Control Sytem Enineerin Project 1 Controller Dein of a Secon Orer Sytem TA Content 1. Abtract. Introuction 3. Controller Dein for a Sinle Penulum 4. Concluion 1. Abtract The uroe of thi roject

More information

ROOT LOCUS. Poles and Zeros

ROOT LOCUS. Poles and Zeros Automatic Control Sytem, 343 Deartment of Mechatronic Engineering, German Jordanian Univerity ROOT LOCUS The Root Locu i the ath of the root of the characteritic equation traced out in the - lane a a ytem

More information

Figure 1 Siemens PSSE Web Site

Figure 1 Siemens PSSE Web Site Stability Analyi of Dynamic Sytem. In the lat few lecture we have een how mall ignal Lalace domain model may be contructed of the dynamic erformance of ower ytem. The tability of uch ytem i a matter of

More information

Control Systems. Root locus.

Control Systems. Root locus. Control Sytem Root locu chibum@eoultech.ac.kr Outline Concet of Root Locu Contructing root locu Control Sytem Root Locu Stability and tranient reone i cloely related with the location of ole in -lane How

More information

Control Systems. Root locus.

Control Systems. Root locus. Control Sytem Root locu chibum@eoultech.ac.kr Outline Concet of Root Locu Contructing root locu Control Sytem Root Locu Stability and tranient reone i cloely related with the location of ole in -lane How

More information

Design of Two-Channel Low-Delay FIR Filter Banks Using Constrained Optimization

Design of Two-Channel Low-Delay FIR Filter Banks Using Constrained Optimization contrained otimization, CIT Journal of Comuting and Information Technology, vol. 8, no 4,. 34 348, 2. Deign of Two-Channel Low-Delay FIR Filter Bank Uing Contrained Otimization Abtract Robert Bregović

More information

USE OF INTERNET TO DO EXPERIMENTS IN DYNAMICS AND CONTROL FROM ZACATECAS MEXICO IN THE LABORATORY OF THE UNIVERSITY OF TENNESSEE AT CHATANOOGAA.

USE OF INTERNET TO DO EXPERIMENTS IN DYNAMICS AND CONTROL FROM ZACATECAS MEXICO IN THE LABORATORY OF THE UNIVERSITY OF TENNESSEE AT CHATANOOGAA. USE OF INTERNET TO DO EXPERIMENTS IN DYNAMICS AND CONTROL FROM ZACATECAS MEXICO IN TE LABORATORY OF TE UNIVERSITY OF TENNESSEE AT CATANOOGAA. Jim enry *, Joé Alberto González Guerrero, Benito Serrano Roale..

More information

FREQUENCY RESPONSE MASKING BASED DESIGN OF TWO-CHANNEL FIR FILTERBANKS WITH RATIONAL SAMPLING FACTORS

FREQUENCY RESPONSE MASKING BASED DESIGN OF TWO-CHANNEL FIR FILTERBANKS WITH RATIONAL SAMPLING FACTORS R. Bregović, Y. C. im an T. Saramäi, Freuency reone maing bae eign of two-channel FIR filterban with rational amling factor, Proc. 5 th Int. orho on Sectral Metho an Multirate Signal Proceing, Riga, atvia,

More information

x with A given by (6.2.1). The control ( ) ( )

x with A given by (6.2.1). The control ( ) ( ) Homework 5 Sring 9 AerE33 Due 4/(F) SOLUTION PROBLEM (3t) In thi roblem we will invetigate the longitudinal dynamic of the B747 airlane a decribed in Etkin 66 The tate model i x Ax Bu where the tate vector

More information

Systems Analysis. Prof. Cesar de Prada ISA-UVA

Systems Analysis. Prof. Cesar de Prada ISA-UVA Sytem Analyi Prof. Cear de Prada ISAUVA rada@autom.uva.e Aim Learn how to infer the dynamic behaviour of a cloed loo ytem from it model. Learn how to infer the change in the dynamic of a cloed loo ytem

More information

Ch. 6 Single Variable Control ES159/259

Ch. 6 Single Variable Control ES159/259 Ch. 6 Single Variable Control Single variable control How o we eterine the otor/actuator inut o a to coan the en effector in a eire otion? In general, the inut voltage/current oe not create intantaneou

More information

Analysis the Transient Process of Wind Power Resources when there are Voltage Sags in Distribution Grid

Analysis the Transient Process of Wind Power Resources when there are Voltage Sags in Distribution Grid Analyi the Tranient Proce of Wind Power Reource when there are Voltage Sag in Ditribution Grid Do Nhu Y 1,* 1 Hanoi Univerity of ining and Geology, Deartment of Electrification, Electromechanic Faculty,

More information

Modelling of pressure gradient in the space behind the projectile

Modelling of pressure gradient in the space behind the projectile Moelling of reure graient in the ace behin the rojectile Luěk JEDLIČKA, Stanilav BEER, Mirolav VÍDEŇKA Deartment of weaon an ammunition Univerity of Defence Kounicova 65, 65 00 BRNO 5 Czech Reublic Abtract:

More information

Operational transconductance amplifier based voltage-mode universal filter

Operational transconductance amplifier based voltage-mode universal filter Indian Journal of Pure & Alied Phyic ol. 4, etember 005,. 74-79 Oerational tranconductance amlifier baed voltage-mode univeral filter Naeem Ahmad & M R Khan Deartment of Electronic and Communication Engineering,

More information

Digital Control System

Digital 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 information

Feedforward Control identifiable disturbance measured,

Feedforward Control identifiable disturbance measured, Feeforwar Control So far, mot of the focu of thi coure ha been on feeback control. In certain ituation, the erformance of control ytem can be enhance greatly by the alication of feeforwar control. What

More information

OVERSHOOT FREE PI CONTROLLER TUNING BASED ON POLE ASSIGNMENT

OVERSHOOT FREE PI CONTROLLER TUNING BASED ON POLE ASSIGNMENT OVERSHOO FREE PI CONROER UNING BASED ON POE ASSIGNMEN Nevra Bayhan * Mehmet uran Söylemez ** uğba Botan ** e-mail: nevra@itanbul.edu.tr e-mail: oylemez@el.itu.edu.tr e-mail: botan@itu.edu.tr * Itanbul

More information

EE Control Systems LECTURE 14

EE Control Systems LECTURE 14 Updated: Tueday, March 3, 999 EE 434 - Control Sytem LECTURE 4 Copyright FL Lewi 999 All right reerved ROOT LOCUS DESIGN TECHNIQUE Suppoe the cloed-loop tranfer function depend on a deign parameter k We

More information

Chapter III Robust Digital Controller Design Methods

Chapter III Robust Digital Controller Design Methods Chapter III obut Digital Controller Deign Metho I.D. Lanau, G. Zito - "Digital Control ytem" - Chapter 3 Chapter 3. obut Digital Controller Deign Metho 3. Introuction 3. Digital ID Controller 3.. tructure

More information

Compensation of backlash effects in an Electrical Actuator

Compensation 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 information

Digital Control System

Digital Control System Digital Control Sytem Summary # he -tranform play an important role in digital control and dicrete ignal proceing. he -tranform i defined a F () f(k) k () A. Example Conider the following equence: f(k)

More information

MODERN CONTROL SYSTEMS

MODERN CONTROL SYSTEMS MODERN CONTROL SYSTEMS Lecture 1 Root Locu Emam Fathy Department of Electrical and Control Engineering email: emfmz@aat.edu http://www.aat.edu/cv.php?dip_unit=346&er=68525 1 Introduction What i root locu?

More information

ELECTRONIC FILTERS. Celso José Faria de Araújo, M.Sc.

ELECTRONIC FILTERS. Celso José Faria de Araújo, M.Sc. ELECTRONIC FILTERS Celo Joé Faria de Araújo, M.Sc. A Ideal Electronic Filter allow ditortionle tranmiion of a certain band of frequencie and ure all the remaining frequencie of the ectrum of the inut ignal.

More information

CHAPTER 4 DESIGN OF STATE FEEDBACK CONTROLLERS AND STATE OBSERVERS USING REDUCED ORDER MODEL

CHAPTER 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 information

Designing of Analog Filters.

Designing of Analog Filters. Deigning of Analog Filter. Aliaing and recontruction filter are analog filter, therefore we need to undertand the deign of analog filter firt before going into the deign of digital filter. Further the

More information

Root Locus Contents. Root locus, sketching algorithm. Root locus, examples. Root locus, proofs. Root locus, control examples

Root Locus Contents. Root locus, sketching algorithm. Root locus, examples. Root locus, proofs. Root locus, control examples Root Locu Content Root locu, ketching algorithm Root locu, example Root locu, proof Root locu, control example Root locu, influence of zero and pole Root locu, lead lag controller deign 9 Spring ME45 -

More information

Saliency Modeling in Radial Flux Permanent Magnet Synchronous Machines

Saliency 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 information

Efficiency Optimal of Inductive Power Transfer System Using the Genetic Algorithms Jikun Zhou *, Rong Zhang, Yi Zhang

Efficiency Optimal of Inductive Power Transfer System Using the Genetic Algorithms Jikun Zhou *, Rong Zhang, Yi Zhang International Conference on echanical Science and Engineering (ICSE5 Efficiency Otimal of Inductive Power Tranfer Sytem Uing the Genetic Algorithm Jikun Zhou *, ong Zhang, Yi Zhang Intitute of ytem engineering,

More information

LOAD FREQUENCY CONTROL OF MULTI AREA INTERCONNECTED SYSTEM WITH TCPS AND DIVERSE SOURCES OF POWER GENERATION

LOAD 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 information

Analysis of PI controller by model based tuning method in Real Time Level Control of Conical Tank System using block box modeling

Analysis of PI controller by model based tuning method in Real Time Level Control of Conical Tank System using block box modeling International Journal of ChemTech Reearch CODEN (USA): IJCRGG, ISSN: 0974-490, ISSN(Online):455-9555 Vol.11 No.01, 86-99, 018 Analyi of PI controller by model baed tuning method in Real Time Level Control

More information

Modeling of a Steam Heated Rotating Cylinder A Grey-Box Approach

Modeling of a Steam Heated Rotating Cylinder A Grey-Box Approach Moeling of a Steam Heate Rotating Cyliner A Grey-Box Aroach Slätteke, Ola; Åtröm, Karl Johan Publihe in: Proceeing / American Control Conference DOI: 1.119/ACC.25.147169 Publihe: 25-1-1 Link to ublication

More information

Investigation of plasmonic resonances in the two-dimensional electron gas of an InGaAs/InP high electron mobility transistor

Investigation of plasmonic resonances in the two-dimensional electron gas of an InGaAs/InP high electron mobility transistor Invetigation of lamonic reonance in the two-imenional electron ga of an InGaA/InP high electron mobility tranitor Jutin W. Cleary *a, Robert E. Peale b, Himanhu Saxena c an Walter R. Buchwal a Soli State

More information

ME2142/ME2142E Feedback Control Systems

ME2142/ME2142E Feedback Control Systems Root Locu Analyi Root Locu Analyi Conider the cloed-loop ytem R + E - G C B H The tranient repone, and tability, of the cloed-loop ytem i determined by the value of the root of the characteritic equation

More information

Tris(hydroxymethyl)aminomethane Modified Layered Double. Hydroxides Largely Facilitate Polyoxometalate Intercalation

Tris(hydroxymethyl)aminomethane Modified Layered Double. Hydroxides Largely Facilitate Polyoxometalate Intercalation Electronic Sulementary Material (ESI) for Dalton Tranaction. Thi journal i The Royal Society of Chemitry 214 Suorting Information Tri(hyroxymethyl)aminomethane Moifie Layere Double Hyroxie Largely Facilitate

More information

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get

into a discrete time function. Recall that the table of Laplace/z-transforms is constructed by (i) selecting to get Lecture 25 Introduction to Some Matlab c2d Code in Relation to Sampled Sytem here are many way to convert a continuou time function, { h( t) ; t [0, )} into a dicrete time function { h ( k) ; k {0,,, }}

More information

Module 4: Time Response of discrete time systems Lecture Note 1

Module 4: Time Response of discrete time systems Lecture Note 1 Digital Control Module 4 Lecture Module 4: ime Repone of dicrete time ytem Lecture Note ime Repone of dicrete time ytem Abolute tability i a baic requirement of all control ytem. Apart from that, good

More information

Lecture 10 Filtering: Applied Concepts

Lecture 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 information

A New Smith Predictor and Fuzzy Immune Control for Hybrid Networked Control Systems

A New Smith Predictor and Fuzzy Immune Control for Hybrid Networked Control Systems Proceeding of the International MultiConference of Engineer and Comuter Scientit 29 Vol II IMECS 29, March 8-2, 29, Hong Kong A New Smith Predictor and Fuzzy Immune Control for Hybrid Networked Control

More information

DESIGN AND ANALYSIS OF FLEXIBLE STRUCTURES WITH PARAMETRIC UNCERTAINTIES FOR ACTIVE VIBRATION CONTROL USING ANSYS

DESIGN AND ANALYSIS OF FLEXIBLE STRUCTURES WITH PARAMETRIC UNCERTAINTIES FOR ACTIVE VIBRATION CONTROL USING ANSYS INTERNATIONAL JOURNAL OF R&D IN ENGINEERING, SCIENCE AND MANAGEMENT Vol.1, Iue I, AUG.14 ISSN 9-85X Reearch Paer DESIGN AND ANALYSIS OF FLEXIBLE STRUCTURES WITH PARAMETRIC UNCERTAINTIES FOR ACTIVE VIBRATION

More information

Ali Karimpour Associate Professor Ferdowsi University of Mashhad

Ali Karimpour Associate Professor Ferdowsi University of Mashhad LINEAR CONTROL SYSTEMS Ali Karimour Aoiate Profeor Ferdowi Univerity of Mahhad Leture 0 Leture 0 Frequeny domain hart Toi to be overed inlude: Relative tability meaure for minimum hae ytem. ain margin.

More information

CONTROL OF INTEGRATING PROCESS WITH DEAD TIME USING AUTO-TUNING APPROACH

CONTROL OF INTEGRATING PROCESS WITH DEAD TIME USING AUTO-TUNING APPROACH Brazilian Journal of Chemical Engineering ISSN 004-6632 Printed in Brazil www.abeq.org.br/bjche Vol. 26, No. 0, pp. 89-98, January - March, 2009 CONROL OF INEGRAING PROCESS WIH DEAD IME USING AUO-UNING

More information

Lecture 4. Chapter 11 Nise. Controller Design via Frequency Response. G. Hovland 2004

Lecture 4. Chapter 11 Nise. Controller Design via Frequency Response. G. Hovland 2004 METR4200 Advanced Control Lecture 4 Chapter Nie Controller Deign via Frequency Repone G. Hovland 2004 Deign Goal Tranient repone via imple gain adjutment Cacade compenator to improve teady-tate error Cacade

More information

PATH TRACKING OF AN AUTONOMOUS LHD ARTICULATED VEHICLE. J. Z. Sasiadek and Y. Lu

PATH TRACKING OF AN AUTONOMOUS LHD ARTICULATED VEHICLE. J. Z. Sasiadek and Y. Lu PAH RACKING OF AN AUONOMOUS LHD ARICULAED VEHICLE J. Z. Saiaek an Y. Lu Dept. of Mechanical & Aeropace Engineering, Carleton Univerity, Ottawa, Ontario, KS 5B6, Canaa Abtract: hi paper preent the path

More information

Lecture 8 - SISO Loop Design

Lecture 8 - SISO Loop Design Lecture 8 - SISO Loop Deign Deign approache, given pec Loophaping: in-band and out-of-band pec Fundamental deign limitation for the loop Gorinevky Control Engineering 8-1 Modern Control Theory Appy reult

More information

Robust Control of Robot Manipulators Using Difference Equations as Universal Approximator

Robust Control of Robot Manipulators Using Difference Equations as Universal Approximator Proceeings of the 5 th International Conference of Control, Dynamic Systems, an Robotics (CDSR'18) Niagara Falls, Canaa June 7 9, 218 Paer No. 139 DOI: 1.11159/csr18.139 Robust Control of Robot Maniulators

More information

Massachusetts Institute of Technology Dynamics and Control II

Massachusetts Institute of Technology Dynamics and Control II I E Maachuett Intitute of Technology Department of Mechanical Engineering 2.004 Dynamic and Control II Laboratory Seion 5: Elimination of Steady-State Error Uing Integral Control Action 1 Laboratory Objective:

More information

THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY STABILIZING CONTROLLERS. Tatsuya Hoshikawa, Kou Yamada and Yuko Tatsumi

THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY STABILIZING CONTROLLERS. Tatsuya Hoshikawa, Kou Yamada and Yuko Tatsumi International Journal of Innovative Computing, Information Control ICIC International c 206 ISSN 349-498 Volume 2, Number 2, April 206 pp. 357 370 THE PARAMETERIZATION OF ALL TWO-DEGREES-OF-FREEDOM SEMISTRONGLY

More information

Design By Emulation (Indirect Method)

Design By Emulation (Indirect Method) Deign By Emulation (Indirect Method he baic trategy here i, that Given a continuou tranfer function, it i required to find the bet dicrete equivalent uch that the ignal produced by paing an input ignal

More information

Chapter 7. Root Locus Analysis

Chapter 7. Root Locus Analysis Chapter 7 Root Locu Analyi jw + KGH ( ) GH ( ) - K 0 z O 4 p 2 p 3 p Root Locu Analyi The root of the cloed-loop characteritic equation define the ytem characteritic repone. Their location in the complex

More information

EE/ME/AE324: Dynamical Systems. Chapter 8: Transfer Function Analysis

EE/ME/AE324: Dynamical Systems. Chapter 8: Transfer Function Analysis EE/ME/AE34: Dynamical Sytem Chapter 8: Tranfer Function Analyi The Sytem Tranfer Function Conider the ytem decribed by the nth-order I/O eqn.: ( n) ( n 1) ( m) y + a y + + a y = b u + + bu n 1 0 m 0 Taking

More information

Fuzzy Model of Human s Performance for Guarding a Territory in an Air Combat

Fuzzy Model of Human s Performance for Guarding a Territory in an Air Combat Fuzzy Model of Human Performance for Guarding a Territory in an Air Combat ABSTRACT R. Ghaemi i *, S.K.Y. Nikraveh ii, M.B. Menhaj iii and S. Akbari iv Received 1 October 9; received in revied 5 May 1;

More information

S_LOOP: SINGLE-LOOP FEEDBACK CONTROL SYSTEM ANALYSIS

S_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 information

2.0 ANALYTICAL MODELS OF THERMAL EXCHANGES IN THE PYRANOMETER

2.0 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 information

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis

Evolutionary Algorithms Based Fixed Order Robust Controller Design and Robustness Performance Analysis Proceeding of 01 4th International Conference on Machine Learning and Computing IPCSIT vol. 5 (01) (01) IACSIT Pre, Singapore Evolutionary Algorithm Baed Fixed Order Robut Controller Deign and Robutne

More information

arxiv: v1 [cs.sy] 14 Jan 2017

arxiv: v1 [cs.sy] 14 Jan 2017 Moeling an Control of A Cable-Driven Serie Elatic Actuator Wulin Zou,2, Ningbo Yu,2. Intitute of Robotic an Automatic Information Sytem, Nankai Univerity, Tianjin 300353, P. R. China 2. Tianjin ey Laboratory

More information

5.5 Application of Frequency Response: Signal Filters

5.5 Application of Frequency Response: Signal Filters 44 Dynamic Sytem Second order lowpa filter having tranfer function H()=H ()H () u H () H () y Firt order lowpa filter Figure 5.5: Contruction of a econd order low-pa filter by combining two firt order

More information

Uncertainty Analysis in Potential Transformer Calibration Using a High Voltage Capacitance Bridge

Uncertainty Analysis in Potential Transformer Calibration Using a High Voltage Capacitance Bridge Journal of Electrical Engineering & Technology, ol., No. 3,. 4~47, 4 Uncertainty Analyi in Potential Tranformer Caliration Uing a High oltage Caacitance Bridge Jae Ka Jung, Sang Hwa Lee*, Jeon Hong Kang*,

More information

Effective solid-to-fluid heat transfer coefficient in EGS reservoirs

Effective solid-to-fluid heat transfer coefficient in EGS reservoirs Engineering Conerence International ECI Digital Archive 5th International Conerence on Porou Meia an Their Alication in Science, Engineering an Inutry Reeree Proceeing Summer 6-3-014 Eective oli-to-lui

More information

LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM. P.Dickinson, A.T.Shenton

LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM. P.Dickinson, A.T.Shenton LOW ORDER MIMO CONTROLLER DESIGN FOR AN ENGINE DISTURBANCE REJECTION PROBLEM P.Dickinon, A.T.Shenton Department of Engineering, The Univerity of Liverpool, Liverpool L69 3GH, UK Abtract: Thi paper compare

More information

Feedback Control Systems (FCS)

Feedback Control Systems (FCS) Feedback Control Sytem (FCS) Lecture19-20 Routh-Herwitz Stability Criterion Dr. Imtiaz Huain email: imtiaz.huain@faculty.muet.edu.pk URL :http://imtiazhuainkalwar.weebly.com/ Stability of Higher Order

More information

Narrow-Scope Searching FrFT Method Applied in the Elimination of Sonar Ranging Error

Narrow-Scope Searching FrFT Method Applied in the Elimination of Sonar Ranging Error International Journal of Infoation an Electronic Engineering, Vol. 4, No. 5, Setember 14 Narrow-Scoe Searching FrF Metho Alie in the Elimination of Sonar Ranging Error Yonghou Yang, Shiliang Fang, an Shuai

More information

Lecture 8. PID control. Industrial process control ( today) PID control. Insights about PID actions

Lecture 8. PID control. Industrial process control ( today) PID control. Insights about PID actions Lecture 8. PID control. The role of P, I, and D action 2. PID tuning Indutrial proce control (92... today) Feedback control i ued to improve the proce performance: tatic performance: for contant reference,

More information

Improved Adaptive Time Delay Estimation Algorithm Based on Fourth-order Cumulants

Improved Adaptive Time Delay Estimation Algorithm Based on Fourth-order Cumulants Available online www.jocr.com Journal of hemical and Pharmaceutical Reearch, 016, 8(5):889-894 Reearch Article ISSN : 0975-784 ODEN(USA) : JPR5 Imroved Adative Time Delay Etimation Algorithm Baed on Fourth-order

More information

Control Systems Analysis and Design by the Root-Locus Method

Control 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 information

16.30/31, Fall 2010 Recitation # 1

16.30/31, Fall 2010 Recitation # 1 6./, Fall Recitation # September, In this recitation we consiere the following problem. Given a plant with open-loop transfer function.569s +.5 G p (s) = s +.7s +.97, esign a feeback control system such

More information

Integrated Inventory Model With Fuzzy Order Quantity And Fuzzy Shortage Quantity

Integrated Inventory Model With Fuzzy Order Quantity And Fuzzy Shortage Quantity Proceeing of the nternational MultiConference of ngineer Comuter Scientit 9 Vol MCS 9 Mah 8-9 Hong Kong ntegrate nventory Moel With Fuy Orer Quantity An Fuy Shortage Quantity Mona Ahmai Ra Fari Khohalhan

More information

Simulation Study on the Shock Properties of the Double-Degree-of-Freedom Cushioning Packaging System

Simulation Study on the Shock Properties of the Double-Degree-of-Freedom Cushioning Packaging System Proceeding of the 7th IAPRI World Conference on Packaging Simulation Study on the Shock Propertie of the Double-Degree-of-Freedom Cuhioning Packaging Sytem Xia Zhu, Qiaoqiao Yan, Xiaoling Yao, Junbin Chen,

More information

ON 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 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 information

A PLC BASED MIMO PID CONTROLLER FOR MULTIVARIABLE INDUSTRIAL PROCESSES

A 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 information

ECE 3510 Root Locus Design Examples. PI To eliminate steady-state error (for constant inputs) & perfect rejection of constant disturbances

ECE 3510 Root Locus Design Examples. PI To eliminate steady-state error (for constant inputs) & perfect rejection of constant disturbances ECE 350 Root Locu Deign Example Recall the imple crude ervo from lab G( ) 0 6.64 53.78 σ = = 3 23.473 PI To eliminate teady-tate error (for contant input) & perfect reection of contant diturbance Note:

More information

An Efficient Control of Induction Generator based Variable Speed Wind Power Plant with Power Optimization Capability

An Efficient Control of Induction Generator based Variable Speed Wind Power Plant with Power Optimization Capability International Journal of Applie Engineering Reearch ISSN 0973-456 Volume 1, Number 15 (017) pp. 4847-4853 Reearch Inia Publication. http://www.ripublication.com An Efficient Control of Inuction Generator

More information

A VIBRATION ISOLATION SYSTEM USING STIFFNESS VARIATION CAPABILITY OF ZERO-POWER CONTROL

A VIBRATION ISOLATION SYSTEM USING STIFFNESS VARIATION CAPABILITY OF ZERO-POWER CONTROL Proceeding of the International Conference on Mechanical Engineering 009 (ICME009) 6-8 December 009, Dhaka, Bangladeh ICME09-AM-0 A VIBRATION ISOLATION SYSTEM USING STIFFNESS VARIATION CAPABILITY OF ZERO-POWER

More information

Estimating Conditional Mean and Difference Between Conditional Mean and Conditional Median

Estimating Conditional Mean and Difference Between Conditional Mean and Conditional Median Etimating Conditional Mean and Difference Between Conditional Mean and Conditional Median Liang Peng Deartment of Ri Management and Inurance Georgia State Univerity and Qiwei Yao Deartment of Statitic,

More information

Chapter 3 : Transfer Functions Block Diagrams Signal Flow Graphs

Chapter 3 : Transfer Functions Block Diagrams Signal Flow Graphs Chapter 3 : Tranfer Function Block Diagram Signal Flow Graph 3.. Tranfer Function 3.. Block Diagram of Control Sytem 3.3. Signal Flow Graph 3.4. Maon Gain Formula 3.5. Example 3.6. Block Diagram to Signal

More information

Notes on Strategic Substitutes and Complements in Global Games

Notes on Strategic Substitutes and Complements in Global Games Note on Strategic Subtitute an Complement in Global Game Stephen Morri Cowle Founation, Yale Univerity, POBox 208281, New Haven CT 06520, U S A tephenmorri@yaleeu Hyun Song Shin Lonon School of Economic,

More information

Simulation of Wound Rotor Synchronous Machine under Voltage Sags

Simulation of Wound Rotor Synchronous Machine under Voltage Sags Simulation of Wound Rotor Synchronou Machine under oltage Sag D. Aguilar, G. azquez, Student Member, IEEE, A. Rolan, Student Member, IEEE, J. Rocabert, Student Member, IEEE, F. Córcole, Member, IEEE, and

More information

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505)

EE 4443/5329. LAB 3: Control of Industrial Systems. Simulation and Hardware Control (PID Design) The Inverted Pendulum. (ECP Systems-Model: 505) EE 4443/5329 LAB 3: Control of Indutrial Sytem Simulation and Hardware Control (PID Deign) The Inverted Pendulum (ECP Sytem-Model: 505) Compiled by: Nitin Swamy Email: nwamy@lakehore.uta.edu Email: okuljaca@lakehore.uta.edu

More information

Mathematical and Intelligent Modeling of Electropneumatic Servo Actuator Systems

Mathematical and Intelligent Modeling of Electropneumatic Servo Actuator Systems Autralian Journal of Baic and Alied Science, 3(4): 3663-3671, 2009 ISSN 1991-8178 Mathematical and Intelligent Modeling of Electroneumatic Servo Actuator Sytem Hazem I. Ali, Samul Bahari B Mohd Noor, S.M.

More information

376 CHAPTER 6. THE FREQUENCY-RESPONSE DESIGN METHOD. D(s) = we get the compensated system with :

376 CHAPTER 6. THE FREQUENCY-RESPONSE DESIGN METHOD. D(s) = we get the compensated system with : 376 CHAPTER 6. THE FREQUENCY-RESPONSE DESIGN METHOD Therefore by applying the lead compenator with ome gain adjutment : D() =.12 4.5 +1 9 +1 we get the compenated ytem with : PM =65, ω c = 22 rad/ec, o

More information

Department of Mechanical Engineering Massachusetts Institute of Technology Modeling, Dynamics and Control III Spring 2002

Department of Mechanical Engineering Massachusetts Institute of Technology Modeling, Dynamics and Control III Spring 2002 Department of Mechanical Engineering Maachuett Intitute of Technology 2.010 Modeling, Dynamic and Control III Spring 2002 SOLUTIONS: Problem Set # 10 Problem 1 Etimating tranfer function from Bode Plot.

More information

Advanced D-Partitioning Analysis and its Comparison with the Kharitonov s Theorem Assessment

Advanced 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 information

CHAPTER 5. The Operational Amplifier 1

CHAPTER 5. The Operational Amplifier 1 EECE22 NETWORK ANALYSIS I Dr. Charle J. Kim Cla Note 9: Oerational Amlifier (OP Am) CHAPTER. The Oerational Amlifier A. INTRODUCTION. The oerational amlifier or o am for hort, i a eratile circuit building

More information

A Simplified Methodology for the Synthesis of Adaptive Flight Control Systems

A 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 information

Stability. ME 344/144L Prof. R.G. Longoria Dynamic Systems and Controls/Lab. Department of Mechanical Engineering The University of Texas at Austin

Stability. ME 344/144L Prof. R.G. Longoria Dynamic Systems and Controls/Lab. Department of Mechanical Engineering The University of Texas at Austin Stability The tability of a ytem refer to it ability or tendency to eek a condition of tatic equilibrium after it ha been diturbed. If given a mall perturbation from the equilibrium, it i table if it return.

More information

Chapter 13. Root Locus Introduction

Chapter 13. Root Locus Introduction Chapter 13 Root Locu 13.1 Introduction In the previou chapter we had a glimpe of controller deign iue through ome imple example. Obviouly when we have higher order ytem, uch imple deign technique will

More information

Homework 7 Solution - AME 30315, Spring s 2 + 2s (s 2 + 2s + 4)(s + 20)

Homework 7 Solution - AME 30315, Spring s 2 + 2s (s 2 + 2s + 4)(s + 20) 1 Homework 7 Solution - AME 30315, Spring 2015 Problem 1 [10/10 pt] Ue partial fraction expanion to compute x(t) when X 1 () = 4 2 + 2 + 4 Ue partial fraction expanion to compute x(t) when X 2 () = ( )

More information

PIM Digital Redesign and Experiments of a Roll-Angle Controller for a VTOL-UAV

PIM Digital Redesign and Experiments of a Roll-Angle Controller for a VTOL-UAV 1 roceeding of the International Conference on Information and Automation, December 15-1, 5, Colombo, Sri Lanka. IM Digital Redeign and Experiment of a Roll-Angle Controller for a VTOL-UAV Takahi Kahimura*

More information

Volume IV, Issue IX, September 2015 IJLTEMAS ISSN

Volume IV, Issue IX, September 2015 IJLTEMAS ISSN Volume IV, Iue IX, Setember 15 IJLEMAS ISSN 78-54 A Comutational Study of A Multi Solid Wall Heat Conduction Made U of Four Different Building Contruction Material Subected to Variou hermal Boundary Condition.

More information

Analysis of Stability &

Analysis of Stability & INC 34 Feedback Control Sytem Analyi of Stability & Steady-State Error S Wonga arawan.won@kmutt.ac.th Summary from previou cla Firt-order & econd order ytem repone τ ωn ζω ω n n.8.6.4. ζ ζ. ζ.5 ζ ζ.5 ct.8.6.4...4.6.8..4.6.8

More information

High Precision Feedback Control Design for Dual-Actuator Systems

High Precision Feedback Control Design for Dual-Actuator Systems Proceeding of the 25 IEEE Conference on Control Alication Toronto, Canada, Augut 28-31, 25 TC1.2 High Preciion Feedback Control Deign for Dual-Actuator Sytem Tielong Shen and Minyue Fu Abtract Dual-actuator

More information

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS

CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS CHAPTER 8 OBSERVER BASED REDUCED ORDER CONTROLLER DESIGN FOR LARGE SCALE LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.1 INTRODUCTION 8.2 REDUCED ORDER MODEL DESIGN FOR LINEAR DISCRETE-TIME CONTROL SYSTEMS 8.3

More information

Temperature Sensitive Paint Heat Flux Measurements in Hypersonic Tunnels

Temperature Sensitive Paint Heat Flux Measurements in Hypersonic Tunnels Temerature Senitive Paint Heat Flux Meaurement in Hyeronic Tunnel Tianhu Liu, Z. Cai, B. Wang Wetern Michigan Univerity, Kalamazoo, MI 49008 J. Rubal, J. P. Sullivan, S. Schneider Purdue Univerity, Wet

More information

NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH

NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH International Journal of Electrical, Electronic and Data Communication, ISSN: 232-284 Volume-3, Iue-8, Aug.-25 NONLINEAR CONTROLLER DESIGN FOR A SHELL AND TUBE HEAT EXCHANGER AN EXPERIMENTATION APPROACH

More information

ON THE UNIQUENESS OF MEROMORPHIC FUNCTIONS SHARING THREE WEIGHTED VALUES. Indrajit Lahiri and Gautam Kumar Ghosh

ON THE UNIQUENESS OF MEROMORPHIC FUNCTIONS SHARING THREE WEIGHTED VALUES. Indrajit Lahiri and Gautam Kumar Ghosh MATEMATIQKI VESNIK 60 (008), 5 3 UDK 517.546 originalni nauqni rad reearch aer ON THE UNIQUENESS OF MEROMORPHIC FUNCTIONS SHARING THREE WEIGHTED VALUES Indrajit Lahiri and Gautam Kumar Ghoh Abtract. We

More information

Mathematical modeling of control systems. Laith Batarseh. Mathematical modeling of control systems

Mathematical modeling of control systems. Laith Batarseh. Mathematical modeling of control systems Chapter two Laith Batareh Mathematical modeling The dynamic of many ytem, whether they are mechanical, electrical, thermal, economic, biological, and o on, may be decribed in term of differential equation

More information

Industrial Temperature PID Controller for Pb-Free Soldering Iron?

Industrial Temperature PID Controller for Pb-Free Soldering Iron? Proceeding of the 17th World Congre The International Federation of Automatic Control Indutrial Temperature PID Controller for Pb-Free Soldering Iron? Hiroto Hamane Kazuki Hirano Koichi Kae Kazuyohi Miyazaki

More information

Adaptive Control of Level in Water Tank: Simulation Study

Adaptive Control of Level in Water Tank: Simulation Study Adaptive Control of Level in Water Tank: Simulation Study Jiri Vojteek and Petr Dotal Abtract An adaptive control i a popular, o called modern control method which could be ued for variou type of ytem

More information

RESILIENT PI AND PD CONTROLLERS FOR A CLASS OF UNSTABLE MIMO PLANTS WITH I/O DELAYS

RESILIENT PI AND PD CONTROLLERS FOR A CLASS OF UNSTABLE MIMO PLANTS WITH I/O DELAYS RESILIENT PI AND PD CONTROLLERS FOR A CLASS OF UNSTABLE MIMO PLANTS WITH I/O DELAYS H Özbay A N Güneş Dept Electrical & Electronic Eng, Bilkent Univ, Ankara, 68 Turkey, hitay@bilkenteutr on leave from

More information

Enhancement of Robust Tracking Performance via Switching Supervisory Adaptive Control

Enhancement of Robust Tracking Performance via Switching Supervisory Adaptive Control nhancement of Robut Tracking Performance via Switching Suerviory Adative Control Downloaded from ijeee.iut.ac.ir at 5:43 IRST on Saturday January 5th 9 O. Namaki-Shouhtari* and A. Khaki Sedigh* Abtract:

More information

Control Systems Engineering ( Chapter 7. Steady-State Errors ) Prof. Kwang-Chun Ho Tel: Fax:

Control Systems Engineering ( Chapter 7. Steady-State Errors ) Prof. Kwang-Chun Ho Tel: Fax: Control Sytem Engineering ( Chapter 7. Steady-State Error Prof. Kwang-Chun Ho kwangho@hanung.ac.kr Tel: 0-760-453 Fax:0-760-4435 Introduction In thi leon, you will learn the following : How to find the

More information