VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING

Size: px
Start display at page:

Download "VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING"

Transcription

1 VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING DEPARTMENT: PROCESS CONTROL AND COMPUTER SYSTEMS BACCALAUREUS TECHNOLOGIAE: ENGINEERING ELECTRICAL SUBJECT : DIGITAL CONTROL SYSTEMS IV EIDBS4A ASSESSMENT : UNIT 1 FIRST ASSESSMENT DATE : 24 AUGUST 2017 DURATION : 10H00 11H30 EXAMINER : R FITCHAT MODERATOR : L COETSEE REQUIREMENTS: Pocket calculators may be used INSTRUCTIONS: 1. Neat work is required 2. Number your answers clearly and correctly Full marks = 50 Total = 50 QUESTION PAPER CONSISTS OF: 1 typed page DO NOT TURN THE PAGE BEFORE PERMISSION IS GRANTED

2 Digital Control Systems IV EIDBS4A Unit 1 First Assessment 24 August 2017 Page 1 Question 1 Find the z transform X(z), of the following time functions x(k): a) x(k) = k(k + 1) u(k) (3) b) x(k) = (-1) k u(k) (2) Question 2 The z transform X(z) of a function x(k), is given by: X(z) = z(0.1065z ) (z 1)(z 2 1.5z ) a) Determine an expression for x(k), by finding the inverse z transform of X(z). (7) b) Use the expression obtained in Question 2 a) for x(k), to calculate x(7). (3) Question 3 Determine the pulse z transform, X(z), of the following functions X(s). Assume that the sampling period is 0.5 sec. (T = 0.5). a) X(s) = (s 4) (s + 2)(s 5) (3) b) X(s) = 1 s (s 2 1) Question 4 Solve for x(k) from the following difference equation, using z transform methods: x(k + 2) x(k) = 1 for k 0, and with x(0) = 0 and x(1) = 0. (10) Question 5 a) Find the transfer function, C(z)/R(z), for the system in Figure 1, if the sampling period is 0.1 second (T = 0.1). (15) r(t) T = 0.1 ZOH s(s 5 2) b) Estimate the overshoot D, of the output c(t), if a step signal r(t) = u(t). is applied to the input of the digital control system in Figure 1. (3) c(t) (4) Figure 1 ---ooo000ooo--- Total: 50 Appendix: z transforms X(s) x(t) x(kt) X(z) X(s) x(t) x(kt) X(z) 1 (t) (kt) 1 e -st X(s) x(t-t) x[(k-1)t] z -1 X(z) 1/s 1 1 z/(z-1) x[(k-2)t] z -2 X(z) 1/s 2 t kt Tz/(z-1) 2 x[(k+1)t] zx(z)-zx(0) 2/s 3 t 2 (kt) 2 T 2 z(z+1)/(z-1) 3 x[(k+2)t] z 2 X(z)-z 2 x(0)-zx(1) 1/(s+a) e -at e -akt z/(z-e -at ) a k z/(z-a) 1/(s+a) 2 te -at kte -akt Tze -at /(z-e -at ) 2 ka k az/(z-a) 2 a/s(s+a) 1-e -at 1-e -akt z(1-e -at )/(z-1)(z-e -at ) X(s+a) e -at x(t) e -akt x(kt) X(ze at ) (sa)2 sa (sa)2 e -at sint e -akt sinkt e -at cost e -akt coskt ze -at sin T z 2 -(2e -at cost)ze - 2ab k cos(k+) 2aT z 2 -ze -at cost z 2 -(2e -at cost)ze -2aT 1-e-sT s za za z-b z-b X(s) (1-z -1 X(s) )Z s

3 Faculty: Department: Diploma: Subject: Internal code: VAAL UNIVERSITY OF TECHNOLOGY Engineering Cover Sheet for Memorandum (Unit 1 First Assessment 24 August 2017) Process Control and Computer Systems Baccalaureus Technologiae: Engineering: Electrical Digital Control Systems IV EIDBS4A Nine digit code: Hours: Examiner: Moderator: 1½ R Fitchat L Coetsee Total Marks: 50 Full marks: 50 Signature of Examiner: Date: Signature of Moderator: Date:

4 Digitale Beheerstelsels IV EIDBS4A Eenheid 1 Eerste Evaluasie 24 Augustus 2017 Memorandum Bladsy 1 1. a) x(k) = k(k+1) = k 2 +k X(z) = Z{k 2 }+Z{k} = [z(z+1)/(z 1) 3 ] + z/(z 1) 2 {= 2z 2 (z 1) 3 } (3) [5] b) x(k) = ( 1) k X(z) = z/[z ( 1)] {using a k z/(z-a)} X(z) = z/(z+1) (2) 2. a) X(z)/z = (0.1065z )/(z 1)(z 2 1.5z ) (z 2 1.5z =0z=0.8347± ) = (0.1065z )/(z 1)(z r )(z r ) [2] =1/(z 1) /(z ) /(z ) [3] X(z)=z/(z 1)+( )z/(z )+( )z/(z ) x(k) = u(k) ( k )cos(0.4543k )u(k) = ( k )cos(0.4543k ) k 0 [2] (7) [10] [7] [10] [18] b) x(7) = ( )cos( ) = ( )cos( ) = = (3) 3. a) X(s) = (s+4)/(s+2)(s+5) = /(s+2) /(s+5) [2] X(z) = z/(z e 2T ) z/(z e 5T ) = z/(z e 1 ) z/(z e 2.5 ) = z/(z ) z/(z ) [1] (3) b) X(s)=1/s(s 2 +1)=1/s(s+j)(s j)=1/s 0.5/(s+j) 0.5/(s j)=1/s [0.5(s j)+0.5(s+j)]/(s+j)(s j)=1/s s/(s 2 +1) [3] X(z)=z/(z 1) (z 2 zcost)/(z 2 2zcosT+1)=z/(z 1) (z z)/(z z+1) [1] (4) or X(s)=1/s(s 2 +1)=A/s+(Bs+C)/(s 2 +1)=[A(s 2 +1)+(Bs+C)s]/s(s 2 +1)=[(A+B)s 2 +Cs+A]/s(s 2 +1) A+B=0, C=0 and A=1 A=1, B= 1 and C=0 X(s) = 1/s s/(s 2 +1) 4. x(k+2)+¼x(k)=1 [z 2 X(z) z 2 x(0) zx(1)]+¼x(z) = Z{1} [z 2 X(z) z 2 0 z0]+¼x(z)=z/(z 1) [2] z 2 X(z)+¼X(z)=z/(z 1) X(z)(z 2 +¼)=z/(z 1) X(z)=z/(z 1)(z 2 +¼) X(z)/z=1/(z 1)(z 2 +¼) [1] X(z)/z = 1/(z 1)(z ½/2)(z ½ /2) [1] X(z)/z = 0.8/(z 1) /(z ½/2) /(z ½ /2) [3] X(z) = 0.8z/(z 1) + ( )z/(z ½/2) + ( )z/(z ½ /2) x(k) = (½) k cos(k/ ) = (½) k cos[k(/2) ], k 0 [3] {or: X(z)/z = 1/(z 1)(z 2 +¼) = 0.8/(z-1) 0.8[(z+1)/(z 2 +¼)] X(z) = 0.8z/(z 1) 0.8[(z 2 +z)/(z 2 +¼)] X(z) = 0.8z/(z 1) 0.8[z 2 /(z 2 +¼)] 0.8[z/(z 2 +¼)] = 0.8z/(z 1) 0.8{z 2 /[z 2 +(½) 2 ]} 1.6{½z/[z 2 +(½) 2 ] x(k) = (½) k cos(/2)k 1.6(½) k sin(/2)k (let T = 1, e -at = ½ and T = /2 in table) x(k) = (½) k [ 0.8cos(/2)k 1.6sin(/2)k] = (½) k {1.7889cos[(/2)k ]} x(k) = (½) k cos[(/2)k ] 5. a) G(z) = (1 z -1 )Z{P(s)/s} = (1 z -1 )Z{5/s 2 (s + 2)} = [(z 1)/z]Z{2.5/s /s /(s + 2)} [3] = [(z 1)/z][0.25z/(z 1) z/(z 1) z/(z e 0.2 )] [3] = 0.25/(z 1) (z 1)/(z e 0.2 ) = [0.25(z e 0.2 ) 1.25(z 1)(z e 0.2 ) (z 1) 2 ]/(z 1)(z e 0.2 )] = [0.25z 0.25e (z 2 z ze e 0.2 ) (z 2 2z + 1)]/(z 1)(z e 0.2 )] = [0.25z 0.25e z z ze e z 2 2.5z )]/ (z 1)(z e 0.2 )] = [(1.25e 0.2 1)z + ( e 0.2 )]/(z 1)(z e 0.2 )] = ( z )/(z 1)(z )] [5] = (z )/(z z ) T(z) = G(z)/[1 + G(z)] = [( z )/(z 1)(z )]/ {1 + [( z )/(z 1)(z )]} = ( z )/[(z 1)(z ) + ( z )] = ( z )/(z z z ) = ( z )/(z z ) [4] (15) b) z z = 0 z = ± j = ± [½] e 0.1 = = ln( ) = [½] and d 0.1 = d = [½] D = e -/d = e / = [1½] (26.44%) (3)

5 VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING DEPARTMENT: PROCESS CONTROL AND COMPUTER SYSTEMS BACCALAUREUS TECHNOLOGIAE: ENGINEERING ELECTRICAL SUBJECT : DIGITAL CONTROL SYSTEMS IV EIDBS4A ASSESSMENT : UNIT 2 FIRST ASSESSMENT DATE : 21 SEPTEMBER 2017 DURATION : 10H00 11H30 EXAMINER : R FITCHAT MODERATOR : L COETSEE REQUIREMENTS: Pocket calculators may be used INSTRUCTIONS: 1. Neat work is required 2. Number your answers clearly and correctly Full marks = 50 Total = 50 QUESTION PAPER CONSISTS OF: 1 typed page DO NOT TURN THE PAGE BEFORE PERMISSION IS GRANTED

6 Digital Control Systems IV EIDBS4A Unit 2 First Assessment 21 September 2017 Page 1 r(t) T = 0.5 K T = 0.5 ZOH s(s 1 1) c(t) Figure 1 Question 1 Refer to the digital control system in Figure 1, with P(s) = 1/s(s+1), ZOH, a proportional controller with gain K and a sampling period of T = 0.5 sec. a) Determine the characteristic equation Q(z), of the system. (10) b) Use the Jury test to determine the marginal values of the gain K, that will ensure stability of the system. (10) Question 2 a) Draw the root locus for the system in Figure 1, for variations in the value of K. (8) b) Use the root locus to determine the marginal value of K for stability. (5) Question 3 Consider the digital control system shown in Figure 2. Design a digital controller B(z), such that the dominant closed loop poles have a damping ratio of 0.5 ( = 0.5) and a settling time of 4 sec. (t s = 4). Use a sampling period of 0.5 second (T = 0.5) for your design. Assume a first order controller device with transfer function of the form: B(z) = K z a z b (17) R(z) T=0.5 Digital controller B(z) T=0.5 Zero order hold. P(s) 1 s(s 1) C(z) Appendix: z transforms ---ooo000ooo--- Total: 50 X(s) x(t) x(kt) X(z) X(s) x(t) x(kt) X(z) 1 (t) (kt) 1 e -st X(s) x(t-t) x[(k-1)t] z -1 X(z) 1/s 1 1 z/(z-1) x[(k-2)t] z -2 X(z) 1/s 2 t kt Tz/(z-1) 2 x[(k+1)t] zx(z)-zx(0) 2/s 3 t 2 (kt) 2 T 2 z(z+1)/(z-1) 3 x[(k+2)t] z 2 X(z)-z 2 x(0)-zx(1) 1/(s+a) e -at e -akt z/(z-e -at ) a k z/(z-a) 1/(s+a) 2 te -at kte -akt Tze -at /(z-e -at ) 2 ka k az/(z-a) 2 a/s(s+a) 1-e -at 1-e -akt z(1-e -at )/(z-1)(z-e -at ) X(s+a) e -at x(t) e -akt x(kt) X(ze at ) (sa)2 sa (sa)2 e -at sint e -akt sinkt e -at cost e -akt coskt Figure 2 ze -at sin T z 2 -(2e -at cost)ze - 2ab k cos(k+) 2aT z 2 -ze -at cost z 2 -(2e -at cost)ze -2aT 1-e-sT s za za z-b z-b X(s) (1-z -1 X(s) )Z s

7 Faculty: Department: Diploma: Subject: Internal code: VAAL UNIVERSITY OF TECHNOLOGY Engineering Cover Sheet for Memorandum (Unit 2 First Assessment 21 September 2017) Process Control and Computer Systems Baccalaureus Technologiae: Engineering: Electrical Digital Control Systems IV EIDBS4A Nine digit code: Hours: Examiner: Moderator: 1½ R Fitchat L Coetsee Total Marks: 50 Full marks: 50 Signature of Examiner: Date: Signature of Moderator: Date:

8 Digitale Beheerstelsels IV EIDBS4A Eenheid 2 Eerste Evaluasie 21 September 2017 Memorandum Bladsy 1 1. a) G(z) = (1 z 1 )Z{(1/s)K/s(s + 1)} = K(1 z -1 )Z{1/s 2 (s + 1)} = K[(z 1)/z]Z{1/s 2 1/s + 1/(s + 1)} [3] = K[(z 1)/z][Tz/(z 1) 2 z/(z 1) + z/(z e T )] [2] = K[0.5/(z 1) 1 + (z 1)/(z )] =K[0.5(z ) (z 1)(z ) + (z 1) 2 ]/[(z 1)(z )] = K[0.5z (z 2 z z ) + (z 2 2z + 1)]/[(z 1)(z )] = K(0.5z z 2 + z z z 2 2z + 1)/(z 1)(z ) = K( z )/(z z ) [3] G(z) + 1 = 0 K( z )/(z z ) + 1 = 0 K( z ) + (z z ) = 0 Q(z) = z 2 + ( K )z + ( K ) [2] (10) b) Q(1) = K K = K so Q(1) > K > 0 K > 0 [2] and Q( 1) = 1 ( K ) + ( K )= K therefore Q( 1) > K > 0 K < [2] also a 0 <a K < K < 1 and K > 1 [20] K < [2] and K > [2] For stability: 0< K < [2] (10) 2. a) G(z)= K( z )/(z 1)(z ) (from Question 1 a) Thus Q(z) = G(z) + 1 = 0 K( z )/(z 1)(z ) + 1 = 0 K( z ) + (z 1)(z ) = 0 Im z K = (z 1)(z )/( z ) = ( z z )/( z ) P z =1 dk/dz=[( 2z )( z ) [13] [17] ( z z )] /( z ) z z z z = z z = z z = 0 [4] {z z = 0} z = [ ±( )]/( ) =[ ± ]/ = ± z = and breakaway points are and (8) b) At P z = 1 and from Q(z) = z 2 + ( K )z + ( K ) ( K ) = K = K = (5) 3. t s = 4/ 4 = 4/ = 1 [1] = / n 0.5 = 1/ n n = 2 [1] n = ( 2 + d 2 ) d = ( n 2 2 ) = ( ) = r/s [1] z = e -T d T = e ( ) = r [2] A(z) = (1 z 1 )Z{(1/s)1/(s + 1)} = (1 z 1 )Z{1/s 2 (s + 1)} = (1 z 1 )Z{1/s 2 1/s + 1/(s + 1)} = [(z 1)/z]{Tz/(z 1) 2 z/(z 1) + z/(z e T )]} = 0.5/(z 1) 1 + (z 1)/(z ) = [0.5(z ) (z 1)(z ) + (z 1) 2 ]/[(z 1)(z )] = [0.5z (z 2 z z ) + (z 2 2z + 1)]/[(z 1)(z )] = (0.5z z 2 + z z z 2 2z + 1)/(z 1)(z ) = ( z )/(z 1)(z ) [4] The characteristic equation of the final system is: B(z)A(z)+1=0 with B(z) = K(z )/(z + b) [K(z )/(z + b)][( z )/(z 1)(z )] + 1 = 0 [( Kz K)/(z + b)(z 1)] + 1 = 0 [3] z 2 z + bz b Kz K = 0 z 2 + ( K + b 1)z + ( K b) = r must be a solution of the equation: K b = K b = (1) and K + b 1 = cos = K + b = (2) From (1) and (2): K = [2] and b = [2] B(z) = (z )/(z ) [1] [1] Amplitude [1] Step Response [1] [1] T(z)=(0.3151z )/ (z z ) Rez Samples (sec)

VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING

VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING VAAL UNIVERSITY OF TECHNOLOGY FACULTY OF ENGINEERING DEPARTMENT: PROCESS CONTROL AND COMPUTER SYSTEMS BACCALAUREUS TECHNOLOGIAE: ENGINEERING ELECTRICAL SUBJECT : CIRCUIT ANALYSIS IV EICAM4A ASSESSMENT

More information

Discrete Systems. Step response and pole locations. Mark Cannon. Hilary Term Lecture

Discrete Systems. Step response and pole locations. Mark Cannon. Hilary Term Lecture Discrete Systems Mark Cannon Hilary Term 22 - Lecture 4 Step response and pole locations 4 - Review Definition of -transform: U() = Z{u k } = u k k k= Discrete transfer function: Y () U() = G() = Z{g k},

More information

Department of Electronics and Instrumentation Engineering M. E- CONTROL AND INSTRUMENTATION ENGINEERING CL7101 CONTROL SYSTEM DESIGN Unit I- BASICS AND ROOT-LOCUS DESIGN PART-A (2 marks) 1. What are the

More information

EE402 - Discrete Time Systems Spring Lecture 10

EE402 - Discrete Time Systems Spring Lecture 10 EE402 - Discrete Time Systems Spring 208 Lecturer: Asst. Prof. M. Mert Ankarali Lecture 0.. Root Locus For continuous time systems the root locus diagram illustrates the location of roots/poles of a closed

More information

EECS C128/ ME C134 Final Thu. May 14, pm. Closed book. One page, 2 sides of formula sheets. No calculators.

EECS C128/ ME C134 Final Thu. May 14, pm. Closed book. One page, 2 sides of formula sheets. No calculators. Name: SID: EECS C28/ ME C34 Final Thu. May 4, 25 5-8 pm Closed book. One page, 2 sides of formula sheets. No calculators. There are 8 problems worth points total. Problem Points Score 4 2 4 3 6 4 8 5 3

More information

Ingegneria dell Automazione - Sistemi in Tempo Reale p.1/28

Ingegneria dell Automazione - Sistemi in Tempo Reale p.1/28 Ingegneria dell Automazione - Sistemi in Tempo Reale Selected topics on discrete-time and sampled-data systems Luigi Palopoli palopoli@sssup.it - Tel. 050/883444 Ingegneria dell Automazione - Sistemi in

More information

Digital Control Systems

Digital Control Systems Digital Control Systems Lecture Summary #4 This summary discussed some graphical methods their use to determine the stability the stability margins of closed loop systems. A. Nyquist criterion Nyquist

More information

Module 6: Deadbeat Response Design Lecture Note 1

Module 6: Deadbeat Response Design Lecture Note 1 Module 6: Deadbeat Response Design Lecture Note 1 1 Design of digital control systems with dead beat response So far we have discussed the design methods which are extensions of continuous time design

More information

EE480.3 Digital Control Systems. Part 7. Controller Design I. - Pole Assignment Method

EE480.3 Digital Control Systems. Part 7. Controller Design I. - Pole Assignment Method EE480.3 Digital Control Systems Part 7. Controller Design I. - Pole Assignment Method Kunio Takaya Electrical and Computer Engineering University of Saskatchewan March 3, 2008 ** Go to full-screen mode

More information

EE451/551: Digital Control. Chapter 3: Modeling of Digital Control Systems

EE451/551: Digital Control. Chapter 3: Modeling of Digital Control Systems EE451/551: Digital Control Chapter 3: Modeling of Digital Control Systems Common Digital Control Configurations AsnotedinCh1 commondigitalcontrolconfigurations As noted in Ch 1, common digital control

More information

1 x(k +1)=(Φ LH) x(k) = T 1 x 2 (k) x1 (0) 1 T x 2(0) T x 1 (0) x 2 (0) x(1) = x(2) = x(3) =

1 x(k +1)=(Φ LH) x(k) = T 1 x 2 (k) x1 (0) 1 T x 2(0) T x 1 (0) x 2 (0) x(1) = x(2) = x(3) = 567 This is often referred to as Þnite settling time or deadbeat design because the dynamics will settle in a Þnite number of sample periods. This estimator always drives the error to zero in time 2T or

More information

6.1 Sketch the z-domain root locus and find the critical gain for the following systems K., the closed-loop characteristic equation is K + z 0.

6.1 Sketch the z-domain root locus and find the critical gain for the following systems K., the closed-loop characteristic equation is K + z 0. 6. Sketch the z-domain root locus and find the critical gain for the following systems K (i) Gz () z 4. (ii) Gz K () ( z+ 9. )( z 9. ) (iii) Gz () Kz ( z. )( z ) (iv) Gz () Kz ( + 9. ) ( z. )( z 8. ) (i)

More information

Pithy P o i n t s Picked I ' p and Patljr Put By Our P e r i p a tetic Pencil Pusher VOLUME X X X X. Lee Hi^h School Here Friday Ni^ht

Pithy P o i n t s Picked I ' p and Patljr Put By Our P e r i p a tetic Pencil Pusher VOLUME X X X X. Lee Hi^h School Here Friday Ni^ht G G QQ K K Z z U K z q Z 22 x z - z 97 Z x z j K K 33 G - 72 92 33 3% 98 K 924 4 G G K 2 G x G K 2 z K j x x 2 G Z 22 j K K x q j - K 72 G 43-2 2 G G z G - -G G U q - z q - G x) z q 3 26 7 x Zz - G U-

More information

i r-s THE MEMPHIS, TENN., SATURDAY. DEGfMBER

i r-s THE MEMPHIS, TENN., SATURDAY. DEGfMBER N k Q2 90 k ( < 5 q v k 3X3 0 2 3 Q :: Y? X k 3 : \ N 2 6 3 N > v N z( > > :}9 [ ( k v >63 < vq 9 > k k x k k v 6> v k XN Y k >> k < v Y X X X NN Y 2083 00 N > N Y Y N 0 \ 9>95 z {Q ]k3 Q k x k k z x X

More information

Solutions to Assignment 4

Solutions to Assignment 4 EE35 Spectrum Analysis and Discrete Time Systems (Fall 5) Solutions to Assignment. Consider the continuous-time periodic signal: x(t) = sin(t 3) + sin(6t) (8) [] (a) Obviously, the fundamental frequency

More information

EE480.3 Digital Control Systems. Part 7. Controller Design I. - Pole Assignment Method - State Estimation

EE480.3 Digital Control Systems. Part 7. Controller Design I. - Pole Assignment Method - State Estimation EE480.3 Digital Control Systems Part 7. Controller Design I. - Pole Assignment Method - State Estimation Kunio Takaya Electrical and Computer Engineering University of Saskatchewan February 10, 2010 **

More information

(b) A unity feedback system is characterized by the transfer function. Design a suitable compensator to meet the following specifications:

(b) A unity feedback system is characterized by the transfer function. Design a suitable compensator to meet the following specifications: 1. (a) The open loop transfer function of a unity feedback control system is given by G(S) = K/S(1+0.1S)(1+S) (i) Determine the value of K so that the resonance peak M r of the system is equal to 1.4.

More information

EE C128 / ME C134 Fall 2014 HW 6.2 Solutions. HW 6.2 Solutions

EE C128 / ME C134 Fall 2014 HW 6.2 Solutions. HW 6.2 Solutions EE C28 / ME C34 Fall 24 HW 6.2 Solutions. PI Controller For the system G = K (s+)(s+3)(s+8) HW 6.2 Solutions in negative feedback operating at a damping ratio of., we are going to design a PI controller

More information

Digital Control & Digital Filters. Lectures 13 & 14

Digital Control & Digital Filters. Lectures 13 & 14 Digital Controls & Digital Filters Lectures 13 & 14, Professor Department of Electrical and Computer Engineering Colorado State University Spring 2017 Systems with Actual Time Delays-Application 2 Case

More information

A. H. Hall, 33, 35 &37, Lendoi

A. H. Hall, 33, 35 &37, Lendoi 7 X x > - z Z - ----»»x - % x x» [> Q - ) < % - - 7»- -Q 9 Q # 5 - z -> Q x > z»- ~» - x " < z Q q»» > X»? Q ~ - - % % < - < - - 7 - x -X - -- 6 97 9

More information

Methods for analysis and control of. Lecture 6: Introduction to digital control

Methods for analysis and control of. Lecture 6: Introduction to digital control Methods for analysis and of Lecture 6: to digital O. Sename 1 1 Gipsa-lab, CNRS-INPG, FRANCE Olivier.Sename@gipsa-lab.inpg.fr www.lag.ensieg.inpg.fr/sename 6th May 2009 Outline Some interesting books:

More information

Root Locus Methods. The root locus procedure

Root Locus Methods. The root locus procedure Root Locus Methods Design of a position control system using the root locus method Design of a phase lag compensator using the root locus method The root locus procedure To determine the value of the gain

More information

KINGS COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING

KINGS COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING KINGS COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING QUESTION BANK SUB.NAME : CONTROL SYSTEMS BRANCH : ECE YEAR : II SEMESTER: IV 1. What is control system? 2. Define open

More information

26 Feedback Example: The Inverted Pendulum

26 Feedback Example: The Inverted Pendulum 6 Feedback Example: The Inverted Pendulum Solutions to Recommended Problems S6. Ld 0(t) (a) Ldz6(t) = g0(t) a(t) + Lx(t), Ld (t) dt - ga(t) = Lx(t) Taking the Laplace transform of both sides yields szlo(s)

More information

Time Response Analysis (Part II)

Time Response Analysis (Part II) Time Response Analysis (Part II). A critically damped, continuous-time, second order system, when sampled, will have (in Z domain) (a) A simple pole (b) Double pole on real axis (c) Double pole on imaginary

More information

Lecture 11. Frequency Response in Discrete Time Control Systems

Lecture 11. Frequency Response in Discrete Time Control Systems EE42 - Discrete Time Systems Spring 28 Lecturer: Asst. Prof. M. Mert Ankarali Lecture.. Frequency Response in Discrete Time Control Systems Let s assume u[k], y[k], and G(z) represents the input, output,

More information

If you need more room, use the backs of the pages and indicate that you have done so.

If you need more room, use the backs of the pages and indicate that you have done so. EE 343 Exam II Ahmad F. Taha Spring 206 Your Name: Your Signature: Exam duration: hour and 30 minutes. This exam is closed book, closed notes, closed laptops, closed phones, closed tablets, closed pretty

More information

R10. IV B.Tech II Semester Regular Examinations, April/May DIGITAL CONTROL SYSTEMS JNTUK

R10. IV B.Tech II Semester Regular Examinations, April/May DIGITAL CONTROL SYSTEMS JNTUK Set No. 1 1 a) Explain about the shifting and scaling operator. b) Discuss briefly about the linear time invariant and causal systems. 2 a) Write the mapping points between S-Plane and Z-plane. b) Find

More information

Automatique. A. Hably 1. Commande d un robot mobile. Automatique. A.Hably. Digital implementation

Automatique. A. Hably 1. Commande d un robot mobile. Automatique. A.Hably. Digital implementation A. Hably 1 1 Gipsa-lab, Grenoble-INP ahmad.hably@grenoble-inp.fr Commande d un robot mobile (Gipsa-lab (DA)) ASI 1 / 25 Outline 1 2 (Gipsa-lab (DA)) ASI 2 / 25 of controllers Signals must be sampled and

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY Department of Mechanical Engineering Dynamics and Control II Fall K(s +1)(s +2) G(s) =.

MASSACHUSETTS INSTITUTE OF TECHNOLOGY Department of Mechanical Engineering Dynamics and Control II Fall K(s +1)(s +2) G(s) =. MASSACHUSETTS INSTITUTE OF TECHNOLOGY Department of Mechanical Engineering. Dynamics and Control II Fall 7 Problem Set #7 Solution Posted: Friday, Nov., 7. Nise problem 5 from chapter 8, page 76. Answer:

More information

Modes and Roots ... mx + bx + kx = 0. (2)

Modes and Roots ... mx + bx + kx = 0. (2) A solution of the form x(t) = ce rt to the homogeneous constant coefficient linear equation a x (n) + (n 1). n a n 1 x + + a 1 x + a 0 x = 0 (1) is called a modal solution and ce rt is called a mode of

More information

Root Locus U R K. Root Locus: Find the roots of the closed-loop system for 0 < k < infinity

Root Locus U R K. Root Locus: Find the roots of the closed-loop system for 0 < k < infinity Background: Root Locus Routh Criteria tells you the range of gains that result in a stable system. It doesn't tell you how the system will behave, however. That's a problem. For example, for the following

More information

Dynamic Compensation using root locus method

Dynamic Compensation using root locus method CAIRO UNIVERSITY FACULTY OF ENGINEERING ELECTRONICS & COMMUNICATIONS DEP. 3rd YEAR, 00/0 CONTROL ENGINEERING SHEET 9 Dynamic Compensation using root locus method [] (Final00)For the system shown in the

More information

EL 625 Lecture 11. Frequency-domain analysis of discrete-time systems

EL 625 Lecture 11. Frequency-domain analysis of discrete-time systems EL 625 Leture 11 1 EL 625 Leture 11 Frequeny-domain analysis of disrete-time systems Theorem: If S is a fixed linear disrete-time system, the zero-state response, S{z k } = H(z)z k (1) Proof: S{z k } =

More information

STABILITY ANALYSIS TECHNIQUES

STABILITY ANALYSIS TECHNIQUES ECE4540/5540: Digital Control Systems 4 1 STABILITY ANALYSIS TECHNIQUES 41: Bilinear transformation Three main aspects to control-system design: 1 Stability, 2 Steady-state response, 3 Transient response

More information

Appendix I Discrete-Data Control Systems

Appendix I Discrete-Data Control Systems Appendix I Discrete-Data Control Systems O ACCOMPANY AUOMAIC CONROL SYSEMS EIGHH EDIION BY BENJAMIN C. KUO FARID GOLNARAGHI JOHN WILEY & SONS, INC. Copyright 2003 John Wiley & Sons, Inc. All rights reserved.

More information

Chapter 2 z-transform. X(z) = Z[x(t)] = Z[x(kT)] = Z[x(k)] x(kt)z k = x(kt)z k = x(k)z k. X(z)z k 1 dz 2πj c = 1

Chapter 2 z-transform. X(z) = Z[x(t)] = Z[x(kT)] = Z[x(k)] x(kt)z k = x(kt)z k = x(k)z k. X(z)z k 1 dz 2πj c = 1 One-sided -transform Two-sided -transform Chapter 2 -TRANSFORM X() Z[x(t)] Z[x(kT)] Z[x(k)] x(kt) k x(k) k X() k0 k x(kt) k k0 k x(k) k Note that X() x(0) + x(t ) + x(2t ) 2 + + x(kt) k + Inverse -transform

More information

Chapter 7. Digital Control Systems

Chapter 7. Digital Control Systems Chapter 7 Digital Control Systems 1 1 Introduction In this chapter, we introduce analysis and design of stability, steady-state error, and transient response for computer-controlled systems. Transfer functions,

More information

Root Locus Techniques

Root Locus Techniques 4th Edition E I G H T Root Locus Techniques SOLUTIONS TO CASE STUDIES CHALLENGES Antenna Control: Transient Design via Gain a. From the Chapter 5 Case Study Challenge: 76.39K G(s) = s(s+50)(s+.32) Since

More information

Need for transformation?

Need for transformation? Z-TRANSFORM In today s class Z-transform Unilateral Z-transform Bilateral Z-transform Region of Convergence Inverse Z-transform Power Series method Partial Fraction method Solution of difference equations

More information

(a) Find the transfer function of the amplifier. Ans.: G(s) =

(a) Find the transfer function of the amplifier. Ans.: G(s) = 126 INTRDUCTIN T CNTR ENGINEERING 10( s 1) (a) Find the transfer function of the amplifier. Ans.: (. 02s 1)(. 001s 1) (b) Find the expected percent overshoot for a step input for the closed-loop system

More information

LABORATORY OF AUTOMATION SYSTEMS Analytical design of digital controllers

LABORATORY OF AUTOMATION SYSTEMS Analytical design of digital controllers LABORATORY OF AUTOMATION SYSTEMS Analytical design of digital controllers Claudio Melchiorri Dipartimento di Ingegneria dell Energia Elettrica e dell Informazione (DEI) Università di Bologna email: claudio.melchiorri@unibo.it

More information

Root Locus Design Example #3

Root Locus Design Example #3 Root Locus Design Example #3 A. Introduction The system represents a linear model for vertical motion of an underwater vehicle at zero forward speed. The vehicle is assumed to have zero pitch and roll

More information

DESIGN USING TRANSFORMATION TECHNIQUE CLASSICAL METHOD

DESIGN USING TRANSFORMATION TECHNIQUE CLASSICAL METHOD 206 Spring Semester ELEC733 Digital Control System LECTURE 7: DESIGN USING TRANSFORMATION TECHNIQUE CLASSICAL METHOD For a unit ramp input Tz Ez ( ) 2 ( z ) D( z) G( z) Tz e( ) lim( z) z 2 ( z ) D( z)

More information

Automatic Control (MSc in Mechanical Engineering) Lecturer: Andrea Zanchettin Date: Student ID number... Signature...

Automatic Control (MSc in Mechanical Engineering) Lecturer: Andrea Zanchettin Date: Student ID number... Signature... Automatic Control (MSc in Mechanical Engineering) Lecturer: Andrea Zanchettin Date: 29..23 Given and family names......................solutions...................... Student ID number..........................

More information

EE480.3 Digital Control Systems. Part 2. z-transform

EE480.3 Digital Control Systems. Part 2. z-transform EE480.3 Digital Control Systems Part 2. z-transform Kunio Takaya Electrical and Computer Engineering University of Saskatchewan January 14, 2008 ** Go to full-screen mode now by hitting CTRL-L 1 Contents

More information

SAMPLE EXAMINATION PAPER (with numerical answers)

SAMPLE EXAMINATION PAPER (with numerical answers) CID No: IMPERIAL COLLEGE LONDON Design Engineering MEng EXAMINATIONS For Internal Students of the Imperial College of Science, Technology and Medicine This paper is also taken for the relevant examination

More information

Problem Set 2: Solution Due on Wed. 25th Sept. Fall 2013

Problem Set 2: Solution Due on Wed. 25th Sept. Fall 2013 EE 561: Digital Control Systems Problem Set 2: Solution Due on Wed 25th Sept Fall 2013 Problem 1 Check the following for (internal) stability [Hint: Analyze the characteristic equation] (a) u k = 05u k

More information

Control Systems. University Questions

Control Systems. University Questions University Questions UNIT-1 1. Distinguish between open loop and closed loop control system. Describe two examples for each. (10 Marks), Jan 2009, June 12, Dec 11,July 08, July 2009, Dec 2010 2. Write

More information

Lecture Note #6 (Chap.10)

Lecture Note #6 (Chap.10) System Modeling and Identification Lecture Note #6 (Chap.) CBE 7 Korea University Prof. Dae Ryook Yang Chap. Model Approximation Model approximation Simplification, approximation and order reduction of

More information

Neatest and Promptest Manner. E d i t u r ami rul)lihher. FOIt THE CIIILDIIES'. Trifles.

Neatest and Promptest Manner. E d i t u r ami rul)lihher. FOIt THE CIIILDIIES'. Trifles. » ~ $ ) 7 x X ) / ( 8 2 X 39 ««x» ««! «! / x? \» «({? «» q «(? (?? x! «? 8? ( z x x q? ) «q q q ) x z x 69 7( X X ( 3»«! ( ~«x ««x ) (» «8 4 X «4 «4 «8 X «x «(» X) ()»» «X «97 X X X 4 ( 86) x) ( ) z z

More information

The requirements of a plant may be expressed in terms of (a) settling time (b) damping ratio (c) peak overshoot --- in time domain

The requirements of a plant may be expressed in terms of (a) settling time (b) damping ratio (c) peak overshoot --- in time domain Compensators To improve the performance of a given plant or system G f(s) it may be necessary to use a compensator or controller G c(s). Compensator Plant G c (s) G f (s) The requirements of a plant may

More information

E S T A B L IS H E D. n AT Tnn G.D.O. r.w.-bal'eu. e d n e s d a y. II GRANVILLE HOUSE. GATJDICK ROAD. MEADS. EASTBOUENk

E S T A B L IS H E D. n AT Tnn G.D.O. r.w.-bal'eu. e d n e s d a y. II GRANVILLE HOUSE. GATJDICK ROAD. MEADS. EASTBOUENk K q X k K 5 ) ) 5 / K K x x) )? //? q? k X z K 8 5 5? K K K / / $8 ± K K K 8 K / 8 K K X k k X ) k k /» / K / / / k / ] 5 % k / / k k? Z k K ] 8 K K K )» 5 ) # 8 q»)kk q»» )88{ k k k k / k K X 8 8 8 ]

More information

EE 380 EXAM II 3 November 2011 Last Name (Print): First Name (Print): ID number (Last 4 digits): Section: DO NOT TURN THIS PAGE UNTIL YOU ARE TOLD TO

EE 380 EXAM II 3 November 2011 Last Name (Print): First Name (Print): ID number (Last 4 digits): Section: DO NOT TURN THIS PAGE UNTIL YOU ARE TOLD TO EE 380 EXAM II 3 November 2011 Last Name (Print): First Name (Print): ID number (Last 4 digits): Section: DO NOT TURN THIS PAGE UNTIL YOU ARE TOLD TO DO SO Problem Weight Score 1 25 2 25 3 25 4 25 Total

More information

LOWELL WEEKI.Y JOURINAL

LOWELL WEEKI.Y JOURINAL / $ 8) 2 {!»!» X ( (!!!?! () ~ x 8» x /»!! $?» 8! ) ( ) 8 X x /! / x 9 ( 2 2! z»!!»! ) / x»! ( (»»!» [ ~!! 8 X / Q X x» ( (!»! Q ) X x X!! (? ( ()» 9 X»/ Q ( (X )!» / )! X» x / 6!»! }? ( q ( ) / X! 8 x»

More information

Systems Analysis and Control

Systems Analysis and Control Systems Analysis and Control Matthew M. Peet Arizona State University Lecture 6: Generalized and Controller Design Overview In this Lecture, you will learn: Generalized? What about changing OTHER parameters

More information

10ES-43 CONTROL SYSTEMS ( ECE A B&C Section) % of Portions covered Reference Cumulative Chapter. Topic to be covered. Part A

10ES-43 CONTROL SYSTEMS ( ECE A B&C Section) % of Portions covered Reference Cumulative Chapter. Topic to be covered. Part A 10ES-43 CONTROL SYSTEMS ( ECE A B&C Section) Faculty : Shreyus G & Prashanth V Chapter Title/ Class # Reference Literature Topic to be covered Part A No of Hours:52 % of Portions covered Reference Cumulative

More information

VALLIAMMAI ENGINEERING COLLEGE SRM Nagar, Kattankulathur

VALLIAMMAI ENGINEERING COLLEGE SRM Nagar, Kattankulathur VALLIAMMAI ENGINEERING COLLEGE SRM Nagar, Kattankulathur 603 203. DEPARTMENT OF ELECTRONICS & COMMUNICATION ENGINEERING SUBJECT QUESTION BANK : EC6405 CONTROL SYSTEM ENGINEERING SEM / YEAR: IV / II year

More information

DIGITAL CONTROLLER DESIGN

DIGITAL CONTROLLER DESIGN ECE4540/5540: Digital Control Systems 5 DIGITAL CONTROLLER DESIGN 5.: Direct digital design: Steady-state accuracy We have spent quite a bit of time discussing digital hybrid system analysis, and some

More information

EE451/551: Digital Control. Final Exam Review Fall 2013

EE451/551: Digital Control. Final Exam Review Fall 2013 EE45/55: Digital Control Final Exam Review Fall 03 Exam Overview The Final Exam will consist of four/five questions for EE45/55 students based on Chapters 7 and a bonus based on Chapters 8 9 (students

More information

23 Mapping Continuous-Time Filters to Discrete-Time Filters

23 Mapping Continuous-Time Filters to Discrete-Time Filters 23 Mapping Continuous-Time Filters to Discrete-Time Filters Solutions to Recommended Problems S23.1 (a) X,(z) = - 1-2z 2 Z i. (b) X 2 (z) = 0 (-3)"z = (-3)-"z" 1 z 3-'z < 1, n=o

More information

Signal sampling techniques for data acquisition in process control Laan, Marten Derk van der

Signal sampling techniques for data acquisition in process control Laan, Marten Derk van der University of Groningen Signal sampling techniques for data acquisition in process control Laan, Marten Derk van der IMPORTANT NOTE: You are advised to consult the publisher's version (publisher's PDF)

More information

DIGITAL SIGNAL PROCESSING IV

DIGITAL SIGNAL PROCESSING IV DIGITAL SIGNAL PROCESSING IV MODULE CODE: EIDSV4A STUDY PROGRAM: UNIT AND UNIT VUT Vaal University of Technology EIDSV4 Chapter Discrete Systems and Signals Page -. DISCRETE SYSTEMS AND SIGNALS. Sampling

More information

Theory of Linear Systems Exercises. Luigi Palopoli and Daniele Fontanelli

Theory of Linear Systems Exercises. Luigi Palopoli and Daniele Fontanelli Theory of Linear Systems Exercises Luigi Palopoli and Daniele Fontanelli Dipartimento di Ingegneria e Scienza dell Informazione Università di Trento Contents Chapter. Exercises on the Laplace Transform

More information

PARTIAL DERIVATIVES AND THE MULTIVARIABLE CHAIN RULE

PARTIAL DERIVATIVES AND THE MULTIVARIABLE CHAIN RULE PARTIAL DERIVATIVES AND THE MULTIVARIABLE CHAIN RULE ADRIAN PĂCURAR LAST TIME We saw that for a function z = f(x, y) of two variables, we can take the partial derivatives with respect to x or y. For the

More information

Lecture 04: Discrete Frequency Domain Analysis (z-transform)

Lecture 04: Discrete Frequency Domain Analysis (z-transform) Lecture 04: Discrete Frequency Domain Analysis (z-transform) John Chiverton School of Information Technology Mae Fah Luang University 1st Semester 2009/ 2552 Outline Overview Lecture Contents Introduction

More information

C(s) R(s) 1 C(s) C(s) C(s) = s - T. Ts + 1 = 1 s - 1. s + (1 T) Taking the inverse Laplace transform of Equation (5 2), we obtain

C(s) R(s) 1 C(s) C(s) C(s) = s - T. Ts + 1 = 1 s - 1. s + (1 T) Taking the inverse Laplace transform of Equation (5 2), we obtain analyses of the step response, ramp response, and impulse response of the second-order systems are presented. Section 5 4 discusses the transient-response analysis of higherorder systems. Section 5 5 gives

More information

Discrete-Time Signals and Systems. The z-transform and Its Application. The Direct z-transform. Region of Convergence. Reference: Sections

Discrete-Time Signals and Systems. The z-transform and Its Application. The Direct z-transform. Region of Convergence. Reference: Sections Discrete-Time Signals and Systems The z-transform and Its Application Dr. Deepa Kundur University of Toronto Reference: Sections 3. - 3.4 of John G. Proakis and Dimitris G. Manolakis, Digital Signal Processing:

More information

Rational Implementation of Distributed Delay Using Extended Bilinear Transformations

Rational Implementation of Distributed Delay Using Extended Bilinear Transformations Rational Implementation of Distributed Delay Using Extended Bilinear Transformations Qing-Chang Zhong zhongqc@ieee.org, http://come.to/zhongqc School of Electronics University of Glamorgan United Kingdom

More information

Problems -X-O («) s-plane. s-plane *~8 -X -5. id) X s-plane. s-plane. -* Xtg) FIGURE P8.1. j-plane. JO) k JO)

Problems -X-O («) s-plane. s-plane *~8 -X -5. id) X s-plane. s-plane. -* Xtg) FIGURE P8.1. j-plane. JO) k JO) Problems 1. For each of the root loci shown in Figure P8.1, tell whether or not the sketch can be a root locus. If the sketch cannot be a root locus, explain why. Give all reasons. [Section: 8.4] *~8 -X-O

More information

Z-Transform. x (n) Sampler

Z-Transform. x (n) Sampler Chapter Two A- Discrete Time Signals: The discrete time signal x(n) is obtained by taking samples of the analog signal xa (t) every Ts seconds as shown in Figure below. Analog signal Discrete time signal

More information

Modelling and Control of Dynamic Systems. Stability of Linear Systems. Sven Laur University of Tartu

Modelling and Control of Dynamic Systems. Stability of Linear Systems. Sven Laur University of Tartu Modelling and Control of Dynamic Systems Stability of Linear Systems Sven Laur University of Tartu Motivating Example Naive open-loop control r[k] Controller Ĉ[z] u[k] ε 1 [k] System Ĝ[z] y[k] ε 2 [k]

More information

Governor Green Triumphs Over Mudslinging

Governor Green Triumphs Over Mudslinging ; XXX 6 928 - x 22 5 Q 0 x 2- Q- & & x 30 - x 93000000 95000000 50 000 x 0:30 7 7 2 x q 9 0 0:30 2;00 7:30 9 ( 9 & ( ( - ( - 225000 x ( ( 800 ) - 70000 200000 - x ; 200-0: 3333 0850; 778: 5-38 090; 002;

More information

MAS107 Control Theory Exam Solutions 2008

MAS107 Control Theory Exam Solutions 2008 MAS07 CONTROL THEORY. HOVLAND: EXAM SOLUTION 2008 MAS07 Control Theory Exam Solutions 2008 Geir Hovland, Mechatronics Group, Grimstad, Norway June 30, 2008 C. Repeat question B, but plot the phase curve

More information

Performance of Feedback Control Systems

Performance of Feedback Control Systems Performance of Feedback Control Systems Design of a PID Controller Transient Response of a Closed Loop System Damping Coefficient, Natural frequency, Settling time and Steady-state Error and Type 0, Type

More information

Systems Analysis and Control

Systems Analysis and Control Systems Analysis and Control Matthew M. Peet Illinois Institute of Technology Lecture 8: Response Characteristics Overview In this Lecture, you will learn: Characteristics of the Response Stability Real

More information

GATE EE Topic wise Questions SIGNALS & SYSTEMS

GATE EE Topic wise Questions SIGNALS & SYSTEMS www.gatehelp.com GATE EE Topic wise Questions YEAR 010 ONE MARK Question. 1 For the system /( s + 1), the approximate time taken for a step response to reach 98% of the final value is (A) 1 s (B) s (C)

More information

Engraving Machine Example

Engraving Machine Example Engraving Machine Example MCE44 - Fall 8 Dr. Richter November 24, 28 Basic Design The X-axis of the engraving machine has the transfer function G(s) = s(s + )(s + 2) In this basic example, we use a proportional

More information

DIGITAL CONTROL OF POWER CONVERTERS. 2 Digital controller design

DIGITAL CONTROL OF POWER CONVERTERS. 2 Digital controller design DIGITAL CONTROL OF POWER CONVERTERS 2 Digital controller design Outline Review of frequency domain control design Performance limitations Discrete time system analysis and modeling Digital controller design

More information

CONTROL OF DIGITAL SYSTEMS

CONTROL OF DIGITAL SYSTEMS AUTOMATIC CONTROL AND SYSTEM THEORY CONTROL OF DIGITAL SYSTEMS Gianluca Palli Dipartimento di Ingegneria dell Energia Elettrica e dell Informazione (DEI) Università di Bologna Email: gianluca.palli@unibo.it

More information

1 Steady State Error (30 pts)

1 Steady State Error (30 pts) Professor Fearing EECS C28/ME C34 Problem Set Fall 2 Steady State Error (3 pts) Given the following continuous time (CT) system ] ẋ = A x + B u = x + 2 7 ] u(t), y = ] x () a) Given error e(t) = r(t) y(t)

More information

Lecture 2 OKAN UNIVERSITY FACULTY OF ENGINEERING AND ARCHITECTURE

Lecture 2 OKAN UNIVERSITY FACULTY OF ENGINEERING AND ARCHITECTURE OKAN UNIVERSITY FACULTY OF ENGINEERING AND ARCHITECTURE EEE 43 DIGITAL SIGNAL PROCESSING (DSP) 2 DIFFERENCE EQUATIONS AND THE Z- TRANSFORM FALL 22 Yrd. Doç. Dr. Didem Kivanc Tureli didemk@ieee.org didem.kivanc@okan.edu.tr

More information

STABILITY ANALYSIS. Asystemmaybe stable, neutrallyormarginallystable, or unstable. This can be illustrated using cones: Stable Neutral Unstable

STABILITY ANALYSIS. Asystemmaybe stable, neutrallyormarginallystable, or unstable. This can be illustrated using cones: Stable Neutral Unstable ECE4510/5510: Feedback Control Systems. 5 1 STABILITY ANALYSIS 5.1: Bounded-input bounded-output (BIBO) stability Asystemmaybe stable, neutrallyormarginallystable, or unstable. This can be illustrated

More information

It is common to think and write in time domain. creating the mathematical description of the. Continuous systems- using Laplace or s-

It is common to think and write in time domain. creating the mathematical description of the. Continuous systems- using Laplace or s- It is common to think and write in time domain quantities, but this is not the best thing to do in creating the mathematical description of the system we are dealing with. Continuous systems- using Laplace

More information

Digital Control System Models. M. Sami Fadali Professor of Electrical Engineering University of Nevada

Digital Control System Models. M. Sami Fadali Professor of Electrical Engineering University of Nevada Digital Control System Models M. Sami Fadali Professor of Electrical Engineering University of Nevada 1 Outline Model of ADC. Model of DAC. Model of ADC, analog subsystem and DAC. Systems with transport

More information

e st f (t) dt = e st tf(t) dt = L {t f(t)} s

e st f (t) dt = e st tf(t) dt = L {t f(t)} s Additional operational properties How to find the Laplace transform of a function f (t) that is multiplied by a monomial t n, the transform of a special type of integral, and the transform of a periodic

More information

Controls Problems for Qualifying Exam - Spring 2014

Controls Problems for Qualifying Exam - Spring 2014 Controls Problems for Qualifying Exam - Spring 2014 Problem 1 Consider the system block diagram given in Figure 1. Find the overall transfer function T(s) = C(s)/R(s). Note that this transfer function

More information

Introduction to Digital Control. Week Date Lecture Title

Introduction to Digital Control. Week Date Lecture Title http://elec3004.com Introduction to Digital Control 2016 School of Information Technology and Electrical Engineering at The University of Queensland Lecture Schedule: Week Date Lecture Title 1 29-Feb Introduction

More information

EE 3CL4: Introduction to Control Systems Lab 4: Lead Compensation

EE 3CL4: Introduction to Control Systems Lab 4: Lead Compensation EE 3CL4: Introduction to Control Systems Lab 4: Lead Compensation Tim Davidson Ext. 27352 davidson@mcmaster.ca Objective To use the root locus technique to design a lead compensator for a marginally-stable

More information

Recursive, Infinite Impulse Response (IIR) Digital Filters:

Recursive, Infinite Impulse Response (IIR) Digital Filters: Recursive, Infinite Impulse Response (IIR) Digital Filters: Filters defined by Laplace Domain transfer functions (analog devices) can be easily converted to Z domain transfer functions (digital, sampled

More information

8. z-domain Analysis of Discrete-Time Signals and Systems

8. z-domain Analysis of Discrete-Time Signals and Systems 8. z-domain Analysis of Discrete-Time Signals and Systems 8.. Definition of z-transform (0.0-0.3) 8.2. Properties of z-transform (0.5) 8.3. System Function (0.7) 8.4. Classification of a Linear Time-Invariant

More information

EE C128 / ME C134 Final Exam Fall 2014

EE C128 / ME C134 Final Exam Fall 2014 EE C128 / ME C134 Final Exam Fall 2014 December 19, 2014 Your PRINTED FULL NAME Your STUDENT ID NUMBER Number of additional sheets 1. No computers, no tablets, no connected device (phone etc.) 2. Pocket

More information

This examination consists of 10 pages. Please check that you have a complete copy. Time: 2.5 hrs INSTRUCTIONS

This examination consists of 10 pages. Please check that you have a complete copy. Time: 2.5 hrs INSTRUCTIONS THE UNIVERSITY OF BRITISH COLUMBIA Department of Electrical and Computer Engineering EECE 564 Detection and Estimation of Signals in Noise Final Examination 08 December 2009 This examination consists of

More information

Übersetzungshilfe / Translation aid (English) To be returned at the end of the exam!

Übersetzungshilfe / Translation aid (English) To be returned at the end of the exam! Prüfung Regelungstechnik I (Control Systems I) Prof. Dr. Lino Guzzella 3. 8. 24 Übersetzungshilfe / Translation aid (English) To be returned at the end of the exam! Do not mark up this translation aid

More information

FEEDBACK CONTROL SYSTEMS

FEEDBACK CONTROL SYSTEMS FEEDBAC CONTROL SYSTEMS. Control System Design. Open and Closed-Loop Control Systems 3. Why Closed-Loop Control? 4. Case Study --- Speed Control of a DC Motor 5. Steady-State Errors in Unity Feedback Control

More information

CHAPTER 7 : BODE PLOTS AND GAIN ADJUSTMENTS COMPENSATION

CHAPTER 7 : BODE PLOTS AND GAIN ADJUSTMENTS COMPENSATION CHAPTER 7 : BODE PLOTS AND GAIN ADJUSTMENTS COMPENSATION Objectives Students should be able to: Draw the bode plots for first order and second order system. Determine the stability through the bode plots.

More information

Why do we need a model?

Why do we need a model? Why do we need a model? For simulation (study the system output for a given input) Ex. Thermal study of a space shuttle when it enters the atmosphere (étude thermique concernant la rentrée dans l atmosphère

More information

Professor Fearing EE C128 / ME C134 Problem Set 2 Solution Fall 2010 Jansen Sheng and Wenjie Chen, UC Berkeley

Professor Fearing EE C128 / ME C134 Problem Set 2 Solution Fall 2010 Jansen Sheng and Wenjie Chen, UC Berkeley Professor Fearing EE C128 / ME C134 Problem Set 2 Solution Fall 21 Jansen Sheng and Wenjie Chen, UC Berkeley 1. (15 pts) Partial fraction expansion (review) Find the inverse Laplace transform of the following

More information

Meeting Design Specs using Root Locus

Meeting Design Specs using Root Locus Meeting Design Specs using Root Locus So far, we have Lead compensators which cancel a pole and move it left, speeding up the root locus. PID compensators which add a zero at s=0 and add zero, one, or

More information

MA FINAL EXAM Form B December 13, 2016

MA FINAL EXAM Form B December 13, 2016 MA 6100 FINAL EXAM Form B December 1, 016 NAME STUDENT ID # YOUR TA S NAME RECITATION TIME 1. You must use a # pencil on the scantron. a. If the cover of your exam is GREEN, write 01 in the TEST/QUIZ NUMBER

More information