{"id":615,"date":"2019-07-25T12:55:20","date_gmt":"2019-07-25T12:55:20","guid":{"rendered":"https:\/\/pressbooks.library.ryerson.ca\/controlsystems\/?post_type=chapter&#038;p=615"},"modified":"2021-01-12T19:16:13","modified_gmt":"2021-01-12T19:16:13","slug":"3-3-examples","status":"publish","type":"chapter","link":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/chapter\/3-3-examples\/","title":{"raw":"3.3 Examples","rendered":"3.3 Examples"},"content":{"raw":"<h3 style=\"text-align: justify\"><strong>3.3.1 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider a system described by the signal flow graph as shown below. Find its transfer function, [latex]G(s) =\\frac{Y(s)}{U(s)}[\/latex] , using the Mason's Gain formula.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1-300x120.png\" alt=\"\" width=\"155\" height=\"62\" class=\"wp-image-621 aligncenter\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-300x144.png\" alt=\"\" width=\"363\" height=\"174\" class=\"wp-image-620 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.2 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider a system described by the signal flow graph as shown below. Find its transfer function, [latex](s) =\\frac{Y(s)}{U(s)}[\/latex] , using the Mason's Gain formula.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3-300x154.png\" alt=\"\" width=\"360\" height=\"185\" class=\"wp-image-619 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.3 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the transfer function shown and sketch a signal flow graph to represent it.<\/p>\r\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{s^{2} + 3s + 3}{s^{3} + 6s^{2} + 11s + 6}[\/latex]<\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.4 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider another similar example and find a signal flow graph representation for G(s) as shown, and sketch a signal flow graph to represent it.<\/p>\r\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{10s^{2}}{10s^{2} + 27s + 15}[\/latex]<\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.5 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the signal flow graph below. Apply the Mason's Gain formula to obtain its transfer function. This is a difficult example. Expect 11 loops and 7 paths in the signal flow graph. Try to keep your loops and paths in an organized way - the suggestion is to number the nodes and write out the loops and the paths using the node numbers.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4-300x145.png\" alt=\"\" width=\"379\" height=\"183\" class=\"wp-image-625 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.6 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the signal flow graph below representing a system with two inputs. Apply the Mason's Gain formula to determine both the system transfer function, here referred to as [latex]T_{1}(s) = \\frac{Y(s)}{R(s)}[\/latex]and the disturbance transfer function, which is referred to as [latex]T_{2}(s) = \\frac{Y(s)}{D(s)}[\/latex].<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_5.png\" alt=\"\" width=\"186\" height=\"106\" class=\"wp-image-624 aligncenter\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-300x134.png\" alt=\"\" width=\"377\" height=\"168\" class=\" wp-image-627 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.7 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the signal flow graph below. Find the transfer function of the system. What is the system order? What is the system DC gain? What is the system's high-frequency gain? What kind of a filter would that be?<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-300x164.png\" alt=\"\" width=\"362\" height=\"198\" class=\" wp-image-629 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.8 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the signal flow graph shown. Complete the Table below, then find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex].<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-300x155.png\" alt=\"\" width=\"360\" height=\"186\" class=\" wp-image-628 aligncenter\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png\" alt=\"\" width=\"472\" height=\"52\" class=\"aligncenter wp-image-635\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.9 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the signal flow graph shown. Complete the Table below, then find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex], write out the system characteristic equation and check if [latex]G(s)[\/latex] is stable.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png\" alt=\"\" width=\"472\" height=\"52\" class=\"aligncenter wp-image-635\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-300x163.png\" alt=\"\" width=\"407\" height=\"221\" class=\"wp-image-638 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.10 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider a signal flow graph as shown. Find the closed loop system transfer function. Show all loop and path gains, calculations for the cofactors, the main determinant of the signal flow graph, and the final transfer function of the system both in the polynomial ratio (TF) form, as well as in the pole-zero-gain (ZPK) form.<\/p>\r\n<p style=\"text-align: justify\">Compute the analytical system response to a unit step input.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-300x174.png\" alt=\"\" width=\"424\" height=\"246\" class=\"wp-image-639 aligncenter\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.11 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider again the servo-control system for a position control of the robot joint from Example 2.6.11, shown in Figure 2\u20113. We found its transfer function using simple block diagram reduction. Now, do it using the Mason\u2019s Gain formula.<\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.12 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider yet again the servo-control system for a <strong>position control<\/strong> of the robot joint from Example 2.6.11, but now modified to allow for modelling of a disturbance and shown in Figure 3\u20118. Find the transfer function between the disturbance torque [latex]T_{dist}[\/latex] and the output load angle [latex]\\Theta_{load}[\/latex] :<\/p>\r\n<p style=\"text-align: justify\">[latex]G_{dist}(s) = \\frac{\\Theta_{load}(s)}{T_{dist}(s)}[\/latex]<\/p>\r\n\r\n\r\n[caption id=\"attachment_640\" align=\"aligncenter\" width=\"448\"]<img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-300x150.png\" alt=\"Figure 3-8: Block Diagram of the Robot Joint Positioning System, with Disturbance\" width=\"448\" height=\"224\" class=\"wp-image-640\" \/> Figure 3-8: Block Diagram of the Robot Joint Positioning System, with Disturbance[\/caption]\r\n<h3 style=\"text-align: justify\"><strong>3.3.13 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Now let\u2019s consider <strong>a speed-control servomotor system<\/strong> under Proportional Control, as shown in the next figure, which is a variation on the previous servo-control configuration. Here, [latex]\\omega_{ref}(t)[\/latex] is the reference angular velocity signal, [latex]\\omega (t)[\/latex] is the actual angular velocity signal and [latex]T_{dist}[\/latex] is a torque disturbance. This analog control system utilizes the same armature-controlled DC motor, but with a speed pickup arranged through a tachometer [latex]K_{t} = 0.2 \\frac{v.sec}{rad}[\/latex]. The remaining systems parameters are as in the previous servo-control examples: [latex]K_{a} = 10\\frac{V}{V}[\/latex] - amplifier gain, [latex]K_{m} = 2\\frac{N.m}{A}[\/latex] - motor torque constant, [latex]R = 2 \\Omega[\/latex] - armature resistance, [latex]L = 0.1H[\/latex] - armature inductance, [latex]K_{b} = 2\\frac{V \\cdot sec}{rad}[\/latex] - CEMF constant, [latex] J = 0.5\\frac{N. m. sec^{2}}{rad}[\/latex] - motor &amp; load inertia, and [latex] B = 0.7\\frac{N. m \\cdot sec}{rad}[\/latex] - motor &amp; load linear friction coefficient.<\/p>\r\n<p style=\"text-align: justify\">Set the Proportional Gain K = 1, and use the Mason\u2019s Gain formula to derive the closed loop system transfer function [latex]G_{cl}(s) = \\frac{\\Omega (s)}{\\Omega_{ref} (s)}[\/latex] and the disturbance transfer function [latex]G_{d}(s) = \\frac{\\Omega (s)}{T_{dist} (s)}[\/latex] and write an expression for the system output, i.e. the angular velocity.<\/p>\r\n\r\n\r\n[caption id=\"attachment_645\" align=\"aligncenter\" width=\"533\"]<img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-300x152.png\" alt=\"Figure 3-9: Block Diagram of the Robot Joint Positioning System, with Disturbance\" width=\"533\" height=\"270\" class=\"wp-image-645\" \/> Figure 3-9: Block Diagram of the Robot Joint Positioning System, with Disturbance[\/caption]\r\n<h3 style=\"text-align: justify\"><strong>3.3.14 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider two systems represented by two SIMULINK diagrams shown. Identify the important difference between the two of them, and show how it will affect the Mason's Gain formula used to find transfer functions of the two systems. Find both transfer functions, [latex]G_{1}(s)[\/latex] and [latex]G_{2}(s)[\/latex].<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13.png\" alt=\"\" width=\"943\" height=\"412\" class=\"aligncenter wp-image-646 size-full\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14.png\" alt=\"\" width=\"958\" height=\"438\" class=\"aligncenter wp-image-647 size-full\" \/><\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.15 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the feedback system shown below:<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-300x119.png\" alt=\"\" width=\"470\" height=\"187\" class=\"aligncenter wp-image-648\" \/><\/p>\r\n<p style=\"text-align: justify\">Apply Mason's Gain formula to obtain the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex] and the disturbance transfer function [latex]G_{d}(s) = \\frac{Y(s)}{D(s)}[\/latex].<\/p>\r\n\r\n<h3 style=\"text-align: justify\"><strong>3.3.16 Example<\/strong><\/h3>\r\n<p style=\"text-align: justify\">Consider the following signal flow graph, where the system parameters are as follows: [latex]a=1, b=3, c=2, d=1, e=2[\/latex].<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-300x172.png\" alt=\"\" width=\"477\" height=\"273\" class=\"aligncenter wp-image-650\" \/><\/p>\r\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex]. Once you have the transfer function, find the system poles, zeros, multiplier gain, DC gain, and then write out the transfer function in the TF format as well as in ZPK format. Derive the analytical function describing the step response of this system.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.17 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider the following signal flow graph representing a certain control system:<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-300x167.png\" alt=\"\" width=\"440\" height=\"245\" class=\"wp-image-651 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex] and write out the transfer function in the TF format (polynomial ratio). Find the analytical expression for a response of the system to a normalized unit step reference.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.18 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider the following transfer function of a certain process G(s):<\/p>\r\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{2s+100}{s^{3} + 9s^{2} + 26s + 24}[\/latex]<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-300x127.png\" alt=\"\" width=\"468\" height=\"198\" class=\"wp-image-653 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">Complete a signal flow graph diagram so that it will represent G(s). Justify your sketch by applying the Mason's Gain formula to verify the transfer function. Assume that the process G(s) is going to work in a unit feedback closed loop system under Proportional Control. Find the practical range of values for the Controller Gain [latex]K_{p}[\/latex] for a stable operation of the closed loop system, and the value of Operational Gain, [latex]K_{op}[\/latex] such that the Gain Margin is 2.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.19 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-300x174.png\" alt=\"\" width=\"522\" height=\"303\" class=\"wp-image-654 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">The input is the reference angular velocity (speed) for the robot arm, the output is the actual load velocity of the arm, and the forward path contains a Proportional + Integral (PI) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. The Proportional + Integral (PI) Controller is described as:<\/p>\r\n<p style=\"text-align: justify\">[latex]G_{c}(s) = K_{p} + \\frac{K_{i}}{s}[\/latex]<\/p>\r\n<p style=\"text-align: justify\">Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex], in terms of the PI Controller gains, [latex]K_{p}[\/latex] and [latex]K_{i}[\/latex] Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{i}[\/latex], such that the closed loop system is stable.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.20 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider again the block diagram of the servo-control system for one of the joints of a robot arm, discussed in Example 3.3.19. Apply Mason\u2019s Gain Formula to compute the transfer function of the closed loop system and check to see that the result is the same.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.21 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-300x166.png\" alt=\"\" width=\"553\" height=\"306\" class=\"wp-image-656 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">It is very similar to the one in Example 3.3.19, except the input is now the reference angle (position) of the robot arm, and the output is the actual load position of the robotic arm, as opposed to the velocity of the arm. The forward path contains a Proportional + Derivative (PD) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex], in terms of the PD Controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex]. The Proportional + Derivative (PD) Controller is described as:<\/p>\r\n<p style=\"text-align: justify\">[latex]G_{c}(s) = K_{p} + K_{d}s[\/latex]<\/p>\r\n<p style=\"text-align: justify\">Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex], such that the closed loop system is stable.<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.22 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next, very similar to the one in Example 3.3.21, where the input is the reference angle (position) of the robot arm, and the output is the actual load position of the robotic arm. However, observe the small, but significant difference in the placement of the feedback loop. The forward path again contains a Proportional + Derivative (PD) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex] , in terms of the PD Controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex]. Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex], such that the closed loop system is stable.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-300x155.png\" alt=\"\" width=\"534\" height=\"276\" class=\"aligncenter wp-image-658\" \/><\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.23 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Consider a certain process that is represented by the following signal flow graph:<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-300x156.png\" alt=\"\" width=\"465\" height=\"242\" class=\"wp-image-659 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the transfer function [latex]G(s)[\/latex] it represents. Next, answer the following questions: What is the process DC Gain? What is the process transfer function Gain? What are the initial and final values of the process impulse response? What are the initial and final values of the process step response?<\/p>\r\n<p style=\"text-align: justify\"><strong>3.3.24 Example<\/strong><\/p>\r\n<p style=\"text-align: justify\">Part 1. Consider a signal flow graph as shown. Find the transfer function [latex]G(s)[\/latex] it represents. Show all loop and path gains.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-300x160.png\" alt=\"\" width=\"431\" height=\"230\" class=\"wp-image-661 aligncenter\" \/><\/p>\r\n<p style=\"text-align: justify\">Part 2. The process [latex]G(s)[\/latex] is to work in a closed loop configuration as shown next. Find the closed loop transfer function of the system and establish the range of positive gain K values that would result in a stable closed loop system response. Find the critical gain at which the system would be marginally stable.<\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-300x142.png\" alt=\"\" width=\"420\" height=\"199\" class=\"wp-image-662\" \/><\/p>","rendered":"<h3 style=\"text-align: justify\"><strong>3.3.1 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider a system described by the signal flow graph as shown below. Find its transfer function, [latex]G(s) =\\frac{Y(s)}{U(s)}[\/latex] , using the Mason&#8217;s Gain formula.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1-300x120.png\" alt=\"\" width=\"155\" height=\"62\" class=\"wp-image-621 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1-300x120.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1-65x26.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1-225x90.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_1.png 305w\" sizes=\"auto, (max-width: 155px) 100vw, 155px\" \/><\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-300x144.png\" alt=\"\" width=\"363\" height=\"174\" class=\"wp-image-620 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-300x144.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-768x369.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-65x31.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-225x108.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2-350x168.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_2.png 878w\" sizes=\"auto, (max-width: 363px) 100vw, 363px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.2 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider a system described by the signal flow graph as shown below. Find its transfer function, [latex](s) =\\frac{Y(s)}{U(s)}[\/latex] , using the Mason&#8217;s Gain formula.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3-300x154.png\" alt=\"\" width=\"360\" height=\"185\" class=\"wp-image-619 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3-300x154.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3-65x33.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3-225x116.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_3.png 323w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.3 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the transfer function shown and sketch a signal flow graph to represent it.<\/p>\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{s^{2} + 3s + 3}{s^{3} + 6s^{2} + 11s + 6}[\/latex]<\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.4 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider another similar example and find a signal flow graph representation for G(s) as shown, and sketch a signal flow graph to represent it.<\/p>\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{10s^{2}}{10s^{2} + 27s + 15}[\/latex]<\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.5 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the signal flow graph below. Apply the Mason&#8217;s Gain formula to obtain its transfer function. This is a difficult example. Expect 11 loops and 7 paths in the signal flow graph. Try to keep your loops and paths in an organized way &#8211; the suggestion is to number the nodes and write out the loops and the paths using the node numbers.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4-300x145.png\" alt=\"\" width=\"379\" height=\"183\" class=\"wp-image-625 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4-300x145.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4-65x31.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4-225x109.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_4.png 333w\" sizes=\"auto, (max-width: 379px) 100vw, 379px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.6 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the signal flow graph below representing a system with two inputs. Apply the Mason&#8217;s Gain formula to determine both the system transfer function, here referred to as [latex]T_{1}(s) = \\frac{Y(s)}{R(s)}[\/latex]and the disturbance transfer function, which is referred to as [latex]T_{2}(s) = \\frac{Y(s)}{D(s)}[\/latex].<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_5.png\" alt=\"\" width=\"186\" height=\"106\" class=\"wp-image-624 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_5.png 179w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_5-65x37.png 65w\" sizes=\"auto, (max-width: 186px) 100vw, 186px\" \/><\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-300x134.png\" alt=\"\" width=\"377\" height=\"168\" class=\"wp-image-627 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-300x134.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-65x29.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-225x101.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6-350x156.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_6.png 577w\" sizes=\"auto, (max-width: 377px) 100vw, 377px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.7 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the signal flow graph below. Find the transfer function of the system. What is the system order? What is the system DC gain? What is the system&#8217;s high-frequency gain? What kind of a filter would that be?<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-300x164.png\" alt=\"\" width=\"362\" height=\"198\" class=\"wp-image-629 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-300x164.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-65x36.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-225x123.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7-350x192.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_7.png 584w\" sizes=\"auto, (max-width: 362px) 100vw, 362px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.8 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the signal flow graph shown. Complete the Table below, then find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex].<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-300x155.png\" alt=\"\" width=\"360\" height=\"186\" class=\"wp-image-628 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-300x155.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-65x34.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-225x117.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8-350x181.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_8.png 656w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png\" alt=\"\" width=\"472\" height=\"52\" class=\"aligncenter wp-image-635\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-65x7.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-225x24.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-350x38.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM.png 579w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.9 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the signal flow graph shown. Complete the Table below, then find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex], write out the system characteristic equation and check if [latex]G(s)[\/latex] is stable.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png\" alt=\"\" width=\"472\" height=\"52\" class=\"aligncenter wp-image-635\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-300x33.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-65x7.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-225x24.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM-350x38.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/Screen-Shot-2019-07-25-at-7.28.48-PM.png 579w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-300x163.png\" alt=\"\" width=\"407\" height=\"221\" class=\"wp-image-638 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-300x163.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-768x418.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-65x35.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-225x122.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9-350x190.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_9.png 778w\" sizes=\"auto, (max-width: 407px) 100vw, 407px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.10 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider a signal flow graph as shown. Find the closed loop system transfer function. Show all loop and path gains, calculations for the cofactors, the main determinant of the signal flow graph, and the final transfer function of the system both in the polynomial ratio (TF) form, as well as in the pole-zero-gain (ZPK) form.<\/p>\n<p style=\"text-align: justify\">Compute the analytical system response to a unit step input.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-300x174.png\" alt=\"\" width=\"424\" height=\"246\" class=\"wp-image-639 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-300x174.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-65x38.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-225x130.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10-350x203.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_10.png 763w\" sizes=\"auto, (max-width: 424px) 100vw, 424px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.11 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider again the servo-control system for a position control of the robot joint from Example 2.6.11, shown in Figure 2\u20113. We found its transfer function using simple block diagram reduction. Now, do it using the Mason\u2019s Gain formula.<\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.12 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider yet again the servo-control system for a <strong>position control<\/strong> of the robot joint from Example 2.6.11, but now modified to allow for modelling of a disturbance and shown in Figure 3\u20118. Find the transfer function between the disturbance torque [latex]T_{dist}[\/latex] and the output load angle [latex]\\Theta_{load}[\/latex] :<\/p>\n<p style=\"text-align: justify\">[latex]G_{dist}(s) = \\frac{\\Theta_{load}(s)}{T_{dist}(s)}[\/latex]<\/p>\n<figure id=\"attachment_640\" aria-describedby=\"caption-attachment-640\" style=\"width: 448px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-300x150.png\" alt=\"Figure 3-8: Block Diagram of the Robot Joint Positioning System, with Disturbance\" width=\"448\" height=\"224\" class=\"wp-image-640\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-300x150.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-768x383.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-65x32.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-225x112.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11-350x175.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_11.png 978w\" sizes=\"auto, (max-width: 448px) 100vw, 448px\" \/><figcaption id=\"caption-attachment-640\" class=\"wp-caption-text\">Figure 3-8: Block Diagram of the Robot Joint Positioning System, with Disturbance<\/figcaption><\/figure>\n<h3 style=\"text-align: justify\"><strong>3.3.13 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Now let\u2019s consider <strong>a speed-control servomotor system<\/strong> under Proportional Control, as shown in the next figure, which is a variation on the previous servo-control configuration. Here, [latex]\\omega_{ref}(t)[\/latex] is the reference angular velocity signal, [latex]\\omega (t)[\/latex] is the actual angular velocity signal and [latex]T_{dist}[\/latex] is a torque disturbance. This analog control system utilizes the same armature-controlled DC motor, but with a speed pickup arranged through a tachometer [latex]K_{t} = 0.2 \\frac{v.sec}{rad}[\/latex]. The remaining systems parameters are as in the previous servo-control examples: [latex]K_{a} = 10\\frac{V}{V}[\/latex] &#8211; amplifier gain, [latex]K_{m} = 2\\frac{N.m}{A}[\/latex] &#8211; motor torque constant, [latex]R = 2 \\Omega[\/latex] &#8211; armature resistance, [latex]L = 0.1H[\/latex] &#8211; armature inductance, [latex]K_{b} = 2\\frac{V \\cdot sec}{rad}[\/latex] &#8211; CEMF constant, [latex]J = 0.5\\frac{N. m. sec^{2}}{rad}[\/latex] &#8211; motor &amp; load inertia, and [latex]B = 0.7\\frac{N. m \\cdot sec}{rad}[\/latex] &#8211; motor &amp; load linear friction coefficient.<\/p>\n<p style=\"text-align: justify\">Set the Proportional Gain K = 1, and use the Mason\u2019s Gain formula to derive the closed loop system transfer function [latex]G_{cl}(s) = \\frac{\\Omega (s)}{\\Omega_{ref} (s)}[\/latex] and the disturbance transfer function [latex]G_{d}(s) = \\frac{\\Omega (s)}{T_{dist} (s)}[\/latex] and write an expression for the system output, i.e. the angular velocity.<\/p>\n<figure id=\"attachment_645\" aria-describedby=\"caption-attachment-645\" style=\"width: 533px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-300x152.png\" alt=\"Figure 3-9: Block Diagram of the Robot Joint Positioning System, with Disturbance\" width=\"533\" height=\"270\" class=\"wp-image-645\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-300x152.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-768x390.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-65x33.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-225x114.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12-350x178.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_12.png 931w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><figcaption id=\"caption-attachment-645\" class=\"wp-caption-text\">Figure 3-9: Block Diagram of the Robot Joint Positioning System, with Disturbance<\/figcaption><\/figure>\n<h3 style=\"text-align: justify\"><strong>3.3.14 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider two systems represented by two SIMULINK diagrams shown. Identify the important difference between the two of them, and show how it will affect the Mason&#8217;s Gain formula used to find transfer functions of the two systems. Find both transfer functions, [latex]G_{1}(s)[\/latex] and [latex]G_{2}(s)[\/latex].<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13.png\" alt=\"\" width=\"943\" height=\"412\" class=\"aligncenter wp-image-646 size-full\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13.png 943w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13-300x131.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13-768x336.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13-65x28.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13-225x98.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_13-350x153.png 350w\" sizes=\"auto, (max-width: 943px) 100vw, 943px\" \/><\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14.png\" alt=\"\" width=\"958\" height=\"438\" class=\"aligncenter wp-image-647 size-full\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14.png 958w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14-300x137.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14-768x351.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14-65x30.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14-225x103.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_14-350x160.png 350w\" sizes=\"auto, (max-width: 958px) 100vw, 958px\" \/><\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.15 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the feedback system shown below:<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-300x119.png\" alt=\"\" width=\"470\" height=\"187\" class=\"aligncenter wp-image-648\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-300x119.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-65x26.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-225x89.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15-350x139.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_15.png 471w\" sizes=\"auto, (max-width: 470px) 100vw, 470px\" \/><\/p>\n<p style=\"text-align: justify\">Apply Mason&#8217;s Gain formula to obtain the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex] and the disturbance transfer function [latex]G_{d}(s) = \\frac{Y(s)}{D(s)}[\/latex].<\/p>\n<h3 style=\"text-align: justify\"><strong>3.3.16 Example<\/strong><\/h3>\n<p style=\"text-align: justify\">Consider the following signal flow graph, where the system parameters are as follows: [latex]a=1, b=3, c=2, d=1, e=2[\/latex].<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-300x172.png\" alt=\"\" width=\"477\" height=\"273\" class=\"aligncenter wp-image-650\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-300x172.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-65x37.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-225x129.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16-350x201.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_16.png 712w\" sizes=\"auto, (max-width: 477px) 100vw, 477px\" \/><\/p>\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex]. Once you have the transfer function, find the system poles, zeros, multiplier gain, DC gain, and then write out the transfer function in the TF format as well as in ZPK format. Derive the analytical function describing the step response of this system.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.17 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider the following signal flow graph representing a certain control system:<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-300x167.png\" alt=\"\" width=\"440\" height=\"245\" class=\"wp-image-651 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-300x167.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-65x36.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-225x125.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17-350x195.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_17.png 750w\" sizes=\"auto, (max-width: 440px) 100vw, 440px\" \/><\/p>\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the system transfer function [latex]G(s) = \\frac{Y(s)}{R(s)}[\/latex] and write out the transfer function in the TF format (polynomial ratio). Find the analytical expression for a response of the system to a normalized unit step reference.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.18 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider the following transfer function of a certain process G(s):<\/p>\n<p style=\"text-align: justify\">[latex]G(s) = \\frac{2s+100}{s^{3} + 9s^{2} + 26s + 24}[\/latex]<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-300x127.png\" alt=\"\" width=\"468\" height=\"198\" class=\"wp-image-653 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-300x127.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-65x28.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-225x96.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18-350x149.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_18.png 706w\" sizes=\"auto, (max-width: 468px) 100vw, 468px\" \/><\/p>\n<p style=\"text-align: justify\">Complete a signal flow graph diagram so that it will represent G(s). Justify your sketch by applying the Mason&#8217;s Gain formula to verify the transfer function. Assume that the process G(s) is going to work in a unit feedback closed loop system under Proportional Control. Find the practical range of values for the Controller Gain [latex]K_{p}[\/latex] for a stable operation of the closed loop system, and the value of Operational Gain, [latex]K_{op}[\/latex] such that the Gain Margin is 2.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.19 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-300x174.png\" alt=\"\" width=\"522\" height=\"303\" class=\"wp-image-654 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-300x174.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-768x445.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-65x38.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-225x131.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19-350x203.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_19.png 993w\" sizes=\"auto, (max-width: 522px) 100vw, 522px\" \/><\/p>\n<p style=\"text-align: justify\">The input is the reference angular velocity (speed) for the robot arm, the output is the actual load velocity of the arm, and the forward path contains a Proportional + Integral (PI) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. The Proportional + Integral (PI) Controller is described as:<\/p>\n<p style=\"text-align: justify\">[latex]G_{c}(s) = K_{p} + \\frac{K_{i}}{s}[\/latex]<\/p>\n<p style=\"text-align: justify\">Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex], in terms of the PI Controller gains, [latex]K_{p}[\/latex] and [latex]K_{i}[\/latex] Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{i}[\/latex], such that the closed loop system is stable.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.20 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider again the block diagram of the servo-control system for one of the joints of a robot arm, discussed in Example 3.3.19. Apply Mason\u2019s Gain Formula to compute the transfer function of the closed loop system and check to see that the result is the same.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.21 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-300x166.png\" alt=\"\" width=\"553\" height=\"306\" class=\"wp-image-656 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-300x166.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-768x426.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-65x36.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-225x125.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20-350x194.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_20.png 928w\" sizes=\"auto, (max-width: 553px) 100vw, 553px\" \/><\/p>\n<p style=\"text-align: justify\">It is very similar to the one in Example 3.3.19, except the input is now the reference angle (position) of the robot arm, and the output is the actual load position of the robotic arm, as opposed to the velocity of the arm. The forward path contains a Proportional + Derivative (PD) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex], in terms of the PD Controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex]. The Proportional + Derivative (PD) Controller is described as:<\/p>\n<p style=\"text-align: justify\">[latex]G_{c}(s) = K_{p} + K_{d}s[\/latex]<\/p>\n<p style=\"text-align: justify\">Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex], such that the closed loop system is stable.<\/p>\n<p style=\"text-align: justify\"><strong>3.3.22 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider the block diagram of a servo-control system for one of the joints of a robot arm, shown next, very similar to the one in Example 3.3.21, where the input is the reference angle (position) of the robot arm, and the output is the actual load position of the robotic arm. However, observe the small, but significant difference in the placement of the feedback loop. The forward path again contains a Proportional + Derivative (PD) Controller, a calibration gain, motor and robotic arm dynamics and a gearbox. Find the closed loop system transfer function, [latex]G_{cl}(s)[\/latex] , in terms of the PD Controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex]. Next, find the practical ranges of the controller gains, [latex]K_{p}[\/latex] and [latex]K_{d}[\/latex], such that the closed loop system is stable.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-300x155.png\" alt=\"\" width=\"534\" height=\"276\" class=\"aligncenter wp-image-658\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-300x155.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-768x398.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-65x34.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-225x117.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21-350x181.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_21.png 886w\" sizes=\"auto, (max-width: 534px) 100vw, 534px\" \/><\/p>\n<p style=\"text-align: justify\"><strong>3.3.23 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Consider a certain process that is represented by the following signal flow graph:<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-300x156.png\" alt=\"\" width=\"465\" height=\"242\" class=\"wp-image-659 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-300x156.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-768x399.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-65x34.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-225x117.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22-350x182.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_22.png 831w\" sizes=\"auto, (max-width: 465px) 100vw, 465px\" \/><\/p>\n<p style=\"text-align: justify\">Apply the Mason\u2019s Gain Formula to find the transfer function [latex]G(s)[\/latex] it represents. Next, answer the following questions: What is the process DC Gain? What is the process transfer function Gain? What are the initial and final values of the process impulse response? What are the initial and final values of the process step response?<\/p>\n<p style=\"text-align: justify\"><strong>3.3.24 Example<\/strong><\/p>\n<p style=\"text-align: justify\">Part 1. Consider a signal flow graph as shown. Find the transfer function [latex]G(s)[\/latex] it represents. Show all loop and path gains.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-300x160.png\" alt=\"\" width=\"431\" height=\"230\" class=\"wp-image-661 aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-300x160.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-65x35.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-225x120.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23-350x187.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_23.png 630w\" sizes=\"auto, (max-width: 431px) 100vw, 431px\" \/><\/p>\n<p style=\"text-align: justify\">Part 2. The process [latex]G(s)[\/latex] is to work in a closed loop configuration as shown next. Find the closed loop transfer function of the system and establish the range of positive gain K values that would result in a stable closed loop system response. Find the critical gain at which the system would be marginally stable.<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-300x142.png\" alt=\"\" width=\"420\" height=\"199\" class=\"wp-image-662\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-300x142.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-65x31.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-225x107.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24-350x166.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/07\/fig3_3_24.png 683w\" sizes=\"auto, (max-width: 420px) 100vw, 420px\" \/><\/p>\n","protected":false},"author":118,"menu_order":3,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-615","chapter","type-chapter","status-publish","hentry"],"part":505,"_links":{"self":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/615","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/users\/118"}],"version-history":[{"count":39,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/615\/revisions"}],"predecessor-version":[{"id":2640,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/615\/revisions\/2640"}],"part":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/parts\/505"}],"metadata":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/615\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/media?parent=615"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapter-type?post=615"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/contributor?post=615"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/license?post=615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}