{"id":434,"date":"2019-05-22T19:36:52","date_gmt":"2019-05-22T19:36:52","guid":{"rendered":"https:\/\/pressbooks.library.ryerson.ca\/controlsystems\/?post_type=chapter&#038;p=434"},"modified":"2021-01-12T18:42:52","modified_gmt":"2021-01-12T18:42:52","slug":"2-4determining-stable-range-for-proportional-controller-operations","status":"publish","type":"chapter","link":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/chapter\/2-4determining-stable-range-for-proportional-controller-operations\/","title":{"raw":"2.4\tDetermining Stable Range for Proportional Controller Operations","rendered":"2.4\tDetermining Stable Range for Proportional Controller Operations"},"content":{"raw":"Consider a closed loop system under Proportional Control in Figure 2\u20112:\r\n\r\n[caption id=\"attachment_436\" align=\"aligncenter\" width=\"750\"]<img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2.png\" alt=\"Figure 2 2 Non-unit Feedback Closed Loop System under Proportional Control\" width=\"750\" height=\"349\" class=\"wp-image-436 size-full\" \/> Figure 2-2 Non-unit Feedback Closed Loop System under Proportional Control[\/caption]\r\n\r\nThe closed loop transfer function and the system Characteristic Equation are:\r\n<table style=\"border-collapse: collapse;width: 100%\" border=\"0\">\r\n<tbody>\r\n<tr>\r\n<td style=\"width: 72.3329%\">[latex]G_{cl}(s) = \\frac{K_{prop}G(s)}{1 +K_{prop}G(s)\\cdot H(s)}[\/latex]\r\n\r\n[latex]1+ K_{prop}G(s)\\cdot H(s) = 0[\/latex]<\/td>\r\n<td style=\"width: 27.6671%\">\r\n<p style=\"text-align: right\">Equation 2\u20115<\/p>\r\n<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\nThe variable parameter - the Proportional Controller Gain - is now a part of the system Characteristic Equation and will feature in the Routh Array. This allows us to define the required condition for a stable, safe, range of Controller operations.\r\n<h3><strong>\u00a0<\/strong><strong>Example<\/strong><\/h3>\r\nConsider the following control system:\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_3.png\" alt=\"\" width=\"338\" height=\"108\" class=\"wp-image-440 size-full aligncenter\" \/><\/p>\r\n\r\n<ul>\r\n \t<li>Is this system open-loop stable?<\/li>\r\n \t<li>Determine a range of gains K required for a stable operation of this closed loop system.<\/li>\r\n<\/ul>\r\n<strong>Solution:<\/strong>\r\n<h4><strong>Part 1: Open Loop<\/strong><\/h4>\r\nOpen loop characteristic equation is:\r\n\r\n[latex]Q(s) = s^{3}+ 11s^{2}+ 38s+ 4 = 0[\/latex]\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-300x169.png\" alt=\"\" width=\"300\" height=\"169\" class=\"alignnone wp-image-443 size-medium\" \/><\/p>\r\nThe system is open-loop stable, based on the Routh-Hurwitz Stability Criterion. We can also find numerically (MATLAB), what the poles of the open system are: -5.45 +j2.68, -5.45 - j2.68, -0.11.\r\n\r\nThe system Open Loop Transfer Function components are:\r\n<p style=\"text-align: center\">[latex]G(s)=\\frac{4K_{prop}}{s^{3} +11s^{2}+ 38s+ 4},\u00a0 H(s) = 1[\/latex]<\/p>\r\n\r\n<h3><strong>Part 2: Closed Loop<\/strong><\/h3>\r\nThe system Closed Loop Transfer Function is:\r\n<p style=\"text-align: center\">[latex]G_{cl} = \\frac{G(s)}{1 +G(s)H(s)}=\\frac{\\frac{4K_{prop}}{s^{3}+ 11s^{2}+ 38s +4}}{1 +\\frac{4k_{prop}}{s^{3} +11s^{2}+ 38s+ 4}} = \\frac{4K_{prop}}{s^{3}+ 11s^{2} +38s +(4K_{prop} +4)}[\/latex]<\/p>\r\nApply the Routh-Hurwitz criterion to the closed loop characteristic equation:\r\n<p style=\"text-align: center\">[latex]s^{3} +11s^{2}+ 38s +(4K_{prop}+ 4) = 0[\/latex]<\/p>\r\nThe Necessary Condition is:\r\n<p style=\"text-align: center\">[latex]4 +4K_{prop} &gt; 0,\u00a0 \u00a0K_{prop} &gt;-1[\/latex]<\/p>\r\nThe Sufficient Conditions from Routh Array:\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-300x213.png\" alt=\"\" width=\"300\" height=\"213\" class=\"alignnone size-medium wp-image-449\" \/><\/p>\r\nThe resulting conditions are:\r\n<p style=\"text-align: center\">[latex]\\frac{11\\cdot 38 - (4+ 4K_{prop})}{11} &gt; 0,\u00a0 4K_{prop} &lt; 414,\u00a0 K_{prop} &lt; 103.5 [\/latex]<\/p>\r\nThe total condition is: [latex]-1 &lt; K_{prop} &lt; 103.5[\/latex]\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4-300x65.png\" alt=\"\" width=\"402\" height=\"87\" class=\"alignnone wp-image-450\" \/><\/p>\r\nNote that the practical range of stable controller operations, as opposed to the previous purely mathematical condition, is [latex]0&lt;K_{prop}&lt;103.5[\/latex] remember that we do not want to run systems with a negative gain!\r\n\r\nExtreme values of the determined range are called <em>Critical Gain <\/em>values. Again, of practical interest is only the upper, positive Critical gain value. What happens when the Controller gain reaches that Critical gain value?\r\n\r\nWhen [latex]K_{prop} = 103.5[\/latex] :\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-300x133.png\" alt=\" \" width=\"341\" height=\"151\" class=\"wp-image-453\" \/><\/p>\r\n[latex]Q_{aux}(s) = 11s^{2} +418[\/latex]\r\n\r\n[latex]Q_{aux}(s) = 0[\/latex]\r\n\r\n[latex]s^{2} +38 = 0[\/latex]\r\n\r\n[latex]s_{1} = j\\sqrt{38} = j6.16[\/latex]\r\n\r\n[latex]s_{2} = -j\\sqrt{38} = -j6.16[\/latex]\r\n\r\nAs the pole-zero map illustrates, the location of marginally stable poles on the Imaginary axis corresponds to the frequency of sustained oscillations, \\[latex]\\omega_{crit} = 6.16 rad\/sec[\/latex]. This corresponds to the period of oscillations equal to 1.02 seconds. Step response of the system when [latex]K_{prop}=103.5[\/latex] is also shown.\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-300x225.png\" alt=\"\" width=\"417\" height=\"313\" class=\"alignnone wp-image-457\" \/><\/p>\r\n<p style=\"text-align: center\"><img src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6-300x225.png\" alt=\"\" width=\"417\" height=\"313\" class=\"alignnone wp-image-458\" \/><\/p>\r\n&nbsp;","rendered":"<p>Consider a closed loop system under Proportional Control in Figure 2\u20112:<\/p>\n<figure id=\"attachment_436\" aria-describedby=\"caption-attachment-436\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2.png\" alt=\"Figure 2 2 Non-unit Feedback Closed Loop System under Proportional Control\" width=\"750\" height=\"349\" class=\"wp-image-436 size-full\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2.png 750w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2-300x140.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2-65x30.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2-225x105.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_2-350x163.png 350w\" sizes=\"auto, (max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-436\" class=\"wp-caption-text\">Figure 2-2 Non-unit Feedback Closed Loop System under Proportional Control<\/figcaption><\/figure>\n<p>The closed loop transfer function and the system Characteristic Equation are:<\/p>\n<table style=\"border-collapse: collapse;width: 100%\">\n<tbody>\n<tr>\n<td style=\"width: 72.3329%\">[latex]G_{cl}(s) = \\frac{K_{prop}G(s)}{1 +K_{prop}G(s)\\cdot H(s)}[\/latex]<\/p>\n<p>[latex]1+ K_{prop}G(s)\\cdot H(s) = 0[\/latex]<\/td>\n<td style=\"width: 27.6671%\">\n<p style=\"text-align: right\">Equation 2\u20115<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>The variable parameter &#8211; the Proportional Controller Gain &#8211; is now a part of the system Characteristic Equation and will feature in the Routh Array. This allows us to define the required condition for a stable, safe, range of Controller operations.<\/p>\n<h3><strong>\u00a0<\/strong><strong>Example<\/strong><\/h3>\n<p>Consider the following 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\/05\/fig2_3.png\" alt=\"\" width=\"338\" height=\"108\" class=\"wp-image-440 size-full aligncenter\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_3.png 338w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_3-300x96.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_3-65x21.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_3-225x72.png 225w\" sizes=\"auto, (max-width: 338px) 100vw, 338px\" \/><\/p>\n<ul>\n<li>Is this system open-loop stable?<\/li>\n<li>Determine a range of gains K required for a stable operation of this closed loop system.<\/li>\n<\/ul>\n<p><strong>Solution:<\/strong><\/p>\n<h4><strong>Part 1: Open Loop<\/strong><\/h4>\n<p>Open loop characteristic equation is:<\/p>\n<p>[latex]Q(s) = s^{3}+ 11s^{2}+ 38s+ 4 = 0[\/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\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-300x169.png\" alt=\"\" width=\"300\" height=\"169\" class=\"alignnone wp-image-443 size-medium\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-300x169.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-65x37.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-225x127.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961-350x197.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-28-at-4.00.47-PM-e1559073591961.png 394w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>The system is open-loop stable, based on the Routh-Hurwitz Stability Criterion. We can also find numerically (MATLAB), what the poles of the open system are: -5.45 +j2.68, -5.45 &#8211; j2.68, -0.11.<\/p>\n<p>The system Open Loop Transfer Function components are:<\/p>\n<p style=\"text-align: center\">[latex]G(s)=\\frac{4K_{prop}}{s^{3} +11s^{2}+ 38s+ 4},\u00a0 H(s) = 1[\/latex]<\/p>\n<h3><strong>Part 2: Closed Loop<\/strong><\/h3>\n<p>The system Closed Loop Transfer Function is:<\/p>\n<p style=\"text-align: center\">[latex]G_{cl} = \\frac{G(s)}{1 +G(s)H(s)}=\\frac{\\frac{4K_{prop}}{s^{3}+ 11s^{2}+ 38s +4}}{1 +\\frac{4k_{prop}}{s^{3} +11s^{2}+ 38s+ 4}} = \\frac{4K_{prop}}{s^{3}+ 11s^{2} +38s +(4K_{prop} +4)}[\/latex]<\/p>\n<p>Apply the Routh-Hurwitz criterion to the closed loop characteristic equation:<\/p>\n<p style=\"text-align: center\">[latex]s^{3} +11s^{2}+ 38s +(4K_{prop}+ 4) = 0[\/latex]<\/p>\n<p>The Necessary Condition is:<\/p>\n<p style=\"text-align: center\">[latex]4 +4K_{prop} > 0,\u00a0 \u00a0K_{prop} >-1[\/latex]<\/p>\n<p>The Sufficient Conditions from Routh Array:<\/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\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-300x213.png\" alt=\"\" width=\"300\" height=\"213\" class=\"alignnone size-medium wp-image-449\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-300x213.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-65x46.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-225x160.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM-350x248.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.26.56-PM.png 454w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>The resulting conditions are:<\/p>\n<p style=\"text-align: center\">[latex]\\frac{11\\cdot 38 - (4+ 4K_{prop})}{11} > 0,\u00a0 4K_{prop} < 414,\u00a0 K_{prop} < 103.5[\/latex]<\/p>\n<p>The total condition is: [latex]-1 < K_{prop} < 103.5[\/latex]\n\n\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/pressbooks.library.ryerson.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4-300x65.png\" alt=\"\" width=\"402\" height=\"87\" class=\"alignnone wp-image-450\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4-300x65.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4-65x14.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4-225x49.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_4.png 331w\" sizes=\"auto, (max-width: 402px) 100vw, 402px\" \/><\/p>\n<p>Note that the practical range of stable controller operations, as opposed to the previous purely mathematical condition, is [latex]0<K_{prop}<103.5[\/latex] remember that we do not want to run systems with a negative gain!\n\nExtreme values of the determined range are called <em>Critical Gain <\/em>values. Again, of practical interest is only the upper, positive Critical gain value. What happens when the Controller gain reaches that Critical gain value?<\/p>\n<p>When [latex]K_{prop} = 103.5[\/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\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-300x133.png\" alt=\"\" width=\"341\" height=\"151\" class=\"wp-image-453\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-300x133.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-65x29.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-225x99.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM-350x155.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/Screen-Shot-2019-05-30-at-2.38.01-PM.png 570w\" sizes=\"auto, (max-width: 341px) 100vw, 341px\" \/><\/p>\n<p>[latex]Q_{aux}(s) = 11s^{2} +418[\/latex]<\/p>\n<p>[latex]Q_{aux}(s) = 0[\/latex]<\/p>\n<p>[latex]s^{2} +38 = 0[\/latex]<\/p>\n<p>[latex]s_{1} = j\\sqrt{38} = j6.16[\/latex]<\/p>\n<p>[latex]s_{2} = -j\\sqrt{38} = -j6.16[\/latex]<\/p>\n<p>As the pole-zero map illustrates, the location of marginally stable poles on the Imaginary axis corresponds to the frequency of sustained oscillations, \\[latex]\\omega_{crit} = 6.16 rad\/sec[\/latex]. This corresponds to the period of oscillations equal to 1.02 seconds. Step response of the system when [latex]K_{prop}=103.5[\/latex] is also shown.<\/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\/05\/fig2_5-300x225.png\" alt=\"\" width=\"417\" height=\"313\" class=\"alignnone wp-image-457\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-300x225.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-768x576.png 768w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-65x49.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-225x169.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5-350x263.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_5.png 941w\" sizes=\"auto, (max-width: 417px) 100vw, 417px\" \/><\/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\/05\/fig2_6-300x225.png\" alt=\"\" width=\"417\" height=\"313\" class=\"alignnone wp-image-458\" srcset=\"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6-300x225.png 300w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6-65x49.png 65w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6-225x169.png 225w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6-350x263.png 350w, https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-content\/uploads\/sites\/75\/2019\/05\/fig2_6.png 733w\" sizes=\"auto, (max-width: 417px) 100vw, 417px\" \/><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"author":118,"menu_order":4,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-434","chapter","type-chapter","status-publish","hentry"],"part":20,"_links":{"self":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/434","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":60,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/434\/revisions"}],"predecessor-version":[{"id":2631,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/434\/revisions\/2631"}],"part":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/parts\/20"}],"metadata":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapters\/434\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/media?parent=434"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/pressbooks\/v2\/chapter-type?post=434"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/contributor?post=434"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.library.torontomu.ca\/controlsystems\/wp-json\/wp\/v2\/license?post=434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}