{"id":334,"date":"2016-07-19T08:58:01","date_gmt":"2016-07-19T11:58:01","guid":{"rendered":"http:\/\/apcmode.com\/?page_id=334"},"modified":"2020-07-04T15:50:05","modified_gmt":"2020-07-04T18:50:05","slug":"parametrizacao-com-metodos-graficos","status":"publish","type":"page","link":"https:\/\/apcmode.com\/?page_id=334","title":{"rendered":"Parametriza\u00e7\u00e3o com m\u00e9todos gr\u00e1ficos"},"content":{"rendered":"<table style=\"width: 100%;\" border=\"1\" cellpadding=\"5\">\n<tbody>\n<tr>\n<td><a href=\"https:\/\/apcmode.com\/?page_id=330\">Retorna para t\u00f3pico anterior<\/a><\/td>\n<td>Conte\u00fado deste t\u00f3pico<br \/>\n&#8211;&nbsp;<a href=\"#testeMA\">Teste de resposta ao degrau em malha aberta<\/a><br \/>\n&#8211; <a href=\"#selecao\">Sele\u00e7\u00e3o do tipo de modelo<\/a><br \/>\n&#8211; <a href=\"#ordem1\">modelo de 1\u00aa Ordem<\/a><br \/>\n&#8211; <a href=\"#ordem2sob\">modelo de 2\u00aa Ordem sobreamortecido<\/a><br \/>\n&#8211; <a href=\"#ordem2sub\">modelo de 2\u00aa Ordem subamortecido<\/a><br \/>\n&#8211; <a href=\"#integrador\">modelo&nbsp;integrador<\/a><\/td>\n<td><a href=\"https:\/\/apcmode.com\/?page_id=336\">Avan\u00e7a para pr\u00f3ximo t\u00f3pico<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Uma forma de se determinar a estrutura do modelo \u00e9 observando a resposta do processo a um teste em malha aberta. Neste teste, o processo \u00e9 submetido a uma entrada \u201cperturbadora\u201d, que o for\u00e7a a revelar sua din\u00e2mica. Este sinal de entrada pode ter o formato de um impulso unit\u00e1rio, um degrau, um pulso, entre outros. O mais comum \u00e9 o uso do teste ao degrau.<\/p>\n<p>Clique sobre a figura abaixo para assistir ao v\u00eddeo:<\/p>\n<p><a href=\"https:\/\/apcmode.com\/videos\/videoaula2\/videoaula2.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1126\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30.png\" alt=\"Sem t\u00edtulo\" width=\"312\" height=\"180\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30.png 784w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-300x173.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-768x443.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-100x58.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-150x86.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-200x115.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-450x259.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-30-600x346.png 600w\" sizes=\"auto, (max-width: 312px) 100vw, 312px\" \/><\/a><\/p>\n<hr>\n<h3 id=\"testeMA\"><span style=\"color: #800000;\">Teste de resposta ao degrau em malha aberta<\/span><\/h3>\n<p>Na modelagem \u201ccaixa-preta\u201d, testes devem ser realizados sobre o processo para identificar a rela\u00e7\u00e3o din\u00e2mica entre entrada e sa\u00edda. Estes testes devem produzir sinais de entrada que \u201cperturbem\u201d o processo. Sua resposta ir\u00e1 revelar seu comportamento din\u00e2mico.<\/p>\n<p>No teste em malha aberta (MA), o controlador \u00e9 colocado em modo manual (chave seletora na posi\u00e7\u00e3o \u201cM\u201d) e novos&nbsp;valores para a&nbsp;MV s\u00e3o definidos manualmente.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-714\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048.png\" alt=\"image048\" width=\"748\" height=\"256\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048.png 748w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-300x103.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-100x34.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-150x51.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-200x68.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-450x154.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image048-600x205.png 600w\" sizes=\"auto, (max-width: 748px) 100vw, 748px\" \/><\/p>\n<p>A cada novo valor atribu\u00eddo a MV significa um degrau sendo enviado ao processo cuja resposta \u00e9 refletida na PV. Durante os testes os sinais de entrada (MV) e de sa\u00edda (PV) devem ser registrados para posteriormente serem utilizados na parametriza\u00e7\u00e3o do modelo matem\u00e1tico. <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-715\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049.png\" alt=\"image049\" width=\"960\" height=\"250\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049.png 960w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-300x78.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-768x200.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-100x26.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-150x39.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-200x52.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-450x117.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-600x156.png 600w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image049-900x234.png 900w\" sizes=\"auto, (max-width: 960px) 100vw, 960px\" \/><\/p>\n<p>Vale notar que a rela\u00e7\u00e3o entre MV e PV engloba os efeitos din\u00e2micos de todos os elementos de campo existentes entre a sa\u00edda do controlador e a medi\u00e7\u00e3o da PV, tais como: atuadores, redes de comunica\u00e7\u00e3o, elemento sensor e transmissor e o processo a ser controlado (forno, tanque, vaso de press\u00e3o, etc).<\/p>\n<p>&nbsp;<\/p>\n<hr>\n<h3 id=\"selecao\"><span style=\"color: #800000;\">Sele\u00e7\u00e3o do tipo de modelo a partir do perfil da resposta ao degrau<\/span><\/h3>\n<p>Alguns perfis de resposta ao teste de resposta ao degrau s\u00e3o apresentados abaixo junto com a fun\u00e7\u00e3o de transfer\u00eancia correspondente.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1124\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m.png\" alt=\"fig33m\" width=\"955\" height=\"455\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m.png 955w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-300x143.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-768x366.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-100x48.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-150x71.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-200x95.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-450x214.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-600x286.png 600w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/08\/fig33m-900x429.png 900w\" sizes=\"auto, (max-width: 955px) 100vw, 955px\" \/><\/p>\n<p>Processos que estabilizam num novo patamar depois de submetidos a um teste em degrau s\u00e3o chamados de<strong> <em>Processos Auto Regulat\u00f3rios<\/em>.<\/strong> \u00c9 o caso dos tr\u00eas primeiros. Apresentando uma resposta que cresce ou decresce linearmente, temos o <strong><em>Processo Integrador<\/em><\/strong> e, se a resposta cresce exponencialmente, temos um <strong><em>Processo Inst\u00e1vel<\/em><\/strong>.<\/p>\n<hr>\n<h3 id=\"ordem1\"><span style=\"color: #800000;\">Parametriza\u00e7\u00e3o de modelo de 1\u00aa Ordem <\/span><\/h3>\n<p>O modelo de 1\u00aa ordem com tempo morto, tamb\u00e9m conhecido com (FOPDT \u2013 <em>first order plus dead time<\/em>), \u00e9 um modelo que possui um \u00fanico polo real, \u00e9 parametrizado por um ganho est\u00e1tico (K), um tempo morto (q) e uma constante de tempo (<span style=\"color: #000000;\">\u03c4<\/span>).&nbsp;Sua fun\u00e7\u00e3o de transfer\u00eancia tem a estrutura mostrada abaixo:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-718\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050.png\" alt=\"image050\" width=\"259\" height=\"55\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050.png 480w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050-300x64.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050-100x21.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050-150x32.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050-200x43.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image050-450x96.png 450w\" sizes=\"auto, (max-width: 259px) 100vw, 259px\" \/><\/p>\n<ul>\n<li><span style=\"color: #0000ff;\"><strong>ganho (K)<\/strong><\/span>: \u00e9 a&nbsp;raz\u00e3o entre a varia\u00e7\u00e3o total da PV e a varia\u00e7\u00e3o na MV. Para um resultado&nbsp;adimensional, PV e MV devem usar escalas normalizadas.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-719\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051.png\" alt=\"image051\" width=\"585\" height=\"347\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051.png 619w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-300x178.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-100x59.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-150x89.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-200x119.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-450x267.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image051-600x356.png 600w\" sizes=\"auto, (max-width: 585px) 100vw, 585px\" \/><\/p>\n<ul>\n<li><strong><span style=\"color: #0000ff;\">tempo morto (<em>\u03b8)<\/em><\/span><\/strong>: \u00c9 o intervalo de tempo entre o instante do in\u00edcio do teste (degrau na MV) e o instante em que a PV come\u00e7a a manifestar sua resposta ao teste.<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-720\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052.png\" alt=\"image052\" width=\"553\" height=\"345\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052.png 588w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052-300x187.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052-100x62.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052-150x94.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052-200x125.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image052-450x281.png 450w\" sizes=\"auto, (max-width: 553px) 100vw, 553px\" \/><\/p>\n<ul>\n<li><strong><span style=\"color: #0000ff;\">constante de tempo (\u03c4)<\/span><\/strong>: Pode ser obtida calculando-se o intervalo de tempo entre o instante que a PV come\u00e7a a reagir at\u00e9 o instante em que ela atinge 63,2% de sua varia\u00e7\u00e3o total. (\u201c<em>m\u00e9todo do 63%\u201d<\/em>). Uma forma alternativa \u00e9 tra\u00e7ando-se uma tangente ao in\u00edcio da curva e marcando o instante em que esta tangente intercepta o valor final da PV (\u201c<em>m\u00e9todo da tangente\u201d<\/em>).<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-721\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053.png\" alt=\"image053\" width=\"609\" height=\"335\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053.png 921w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-300x165.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-768x423.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-100x55.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-150x83.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-200x110.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-450x248.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-600x330.png 600w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image053-900x495.png 900w\" sizes=\"auto, (max-width: 609px) 100vw, 609px\" \/><\/p>\n<hr>\n<h3 id=\"ordem2sob\"><span style=\"color: #800000;\">Parametriza\u00e7\u00e3o de modelo de 2\u00aa Ordem&nbsp;sobreamortecido<\/span><\/h3>\n<p>Harriot observou&nbsp;diversas curvas da resposta normalizada (y\/K) em sistemas de segunda ordem para diferentes fra\u00e7\u00f5es&nbsp;de \u03c42\/\u03c41, e encontrou que todas as curvas se interceptam aproximadamente a 73% do valor final. Neste ponto, tamb\u00e9m observou que a raz\u00e3o t\/(\u03c41+ \u03c42) \u00e9 igual a 1.3 como se mostra na figura:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1008\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21.png\" alt=\"Sem t\u00edtulo\" width=\"526\" height=\"325\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21.png 526w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21-300x185.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21-100x62.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21-150x93.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21-200x124.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-21-450x278.png 450w\" sizes=\"auto, (max-width: 526px) 100vw, 526px\" \/><\/p>\n<p>Harriot, por meio de diversos dados experimentais, tamb\u00e9m confrontou&nbsp;a magnitude de y com os instante de tempo dado pelas raz\u00f5es \u03c41 \/(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) e 0.5\/(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>), obtendo fun\u00e7\u00f5es espec\u00edficas e elaborou o seguinte procedimento:<\/p>\n<ul>\n<li>Na resposta com magnitude normalizada (y\/K), medir o instante em que y atinge 73% do valor final (t<sub>73<\/sub>).<\/li>\n<li>Calcular o valor da soma das constantes de tempo: (\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) = t<sub>73<\/sub>\/1.3<\/li>\n<li>Novamente no gr\u00e1fico de resposta, medir o valor de y no instante&nbsp;t = 0.5(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>)<\/li>\n<li>Com o valor de y obtido no item anterior, obter&nbsp;o valor da rela\u00e7\u00e3o&nbsp;\u03c41 \/(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) por meio do gr\u00e1fico abaixo:<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1006\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19.png\" alt=\"Sem t\u00edtulo\" width=\"562\" height=\"416\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19.png 562w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19-300x222.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19-100x74.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19-150x111.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19-200x148.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-19-450x333.png 450w\" sizes=\"auto, (max-width: 562px) 100vw, 562px\" \/><\/p>\n<ul>\n<li>Como a soma &nbsp;(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) j\u00e1 \u00e9 conhecida, ent\u00e3o \u00e9 poss\u00edvel obter \u03c4<sub>1<\/sub>&nbsp;e \u03c4<sub>2<\/sub><\/li>\n<\/ul>\n<p>Exemplo:&nbsp;Considere a resposta de um sistema de segunda ordem mostrado abaixo (com a magnitude j\u00e1 normalizada):<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1009\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22.png\" alt=\"Sem t\u00edtulo\" width=\"548\" height=\"324\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22.png 548w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22-300x177.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22-100x59.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22-150x89.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22-200x118.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/Sem-t\u00edtulo-22-450x266.png 450w\" sizes=\"auto, (max-width: 548px) 100vw, 548px\" \/><\/p>\n<ol>\n<li>Observa-se no gr\u00e1fico de resposta que:<strong> t<sub>73<\/sub>&nbsp;= 6,4 min<\/strong><\/li>\n<li>E ent\u00e3o:&nbsp;(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) = t<sub>73<\/sub>\/1.3 =&gt; &nbsp;<strong>(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) =4,92 min<\/strong><\/li>\n<li>E o valor de y no instante&nbsp;t = 0.5(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) = 2,46 min \u00e9 aproximadamente <strong>y=0,295<\/strong><\/li>\n<li>&nbsp;Observando o gr\u00e1fico experimental, temos que para y=0,295 temos&nbsp;<strong>\u03c41 \/(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>)=0,74<\/strong><\/li>\n<li>E como&nbsp;(\u03c4<sub>1<\/sub> +\u03c4<sub>2<\/sub>) =4,92 se obt\u00e9m <strong>\u03c4<sub>1<\/sub>&nbsp;= 3,64 min<\/strong> e <strong>\u03c4<sub>2<\/sub><\/strong><strong>&nbsp;= 1,28 min<\/strong><\/li>\n<\/ol>\n<hr>\n<h3 id=\"ordem2sub\"><span style=\"color: #800000;\">Parametriza\u00e7\u00e3o de modelo de 2\u00aa Ordem subamortecido<\/span><\/h3>\n<p>No caso da resposta se assemelhar a um modelo de 2\u00aa ordem subamortecido, quatro par\u00e2metros devem ser identificados: o ganho K, o tempo morto (<em>\u03b8<\/em>), o fator de amortecimento \u03b6 e a frequ\u00eancia natural de oscila\u00e7\u00e3o \u03c9<sub>n<\/sub>.<\/p>\n<p>A fun\u00e7\u00e3o de transfer\u00eancia tem o formato:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-724\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n.png\" alt=\"fig33n\" width=\"237\" height=\"85\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n.png 340w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n-300x108.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n-100x36.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n-150x54.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33n-200x72.png 200w\" sizes=\"auto, (max-width: 237px) 100vw, 237px\" \/><\/p>\n<p>Os par\u00e2metros K e <em>\u03b8&nbsp;<\/em>s\u00e3o obtidos de maneira id\u00eantica ao que foi apresentado para modelos de 1\u00aa ordem.&nbsp; J\u00e1 a <em>frequ\u00eancia natural<\/em> corresponde ao inverso do per\u00edodo aparente de oscila\u00e7\u00e3o (T), multiplicado por 2*pi.&nbsp;J\u00e1 o fator de amortecimento pode ser aproximado, conforme proposto por Phillips e Parr (1991), pela rela\u00e7\u00e3o mostrada abaixo. Onde <em>NC<\/em> corresponde ao n\u00famero de ciclos vis\u00edveis.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-725\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o.png\" alt=\"fig33o\" width=\"235\" height=\"67\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o.png 389w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o-300x86.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o-100x29.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o-150x43.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/fig33o-200x57.png 200w\" sizes=\"auto, (max-width: 235px) 100vw, 235px\" \/><\/p>\n<p>O exemplo a seguir&nbsp;mostra a resposta de um sistema a um degrau unit\u00e1rio. O sistema \u00e9&nbsp;de 2\u00aa ordem subamortecido, com ganho K unit\u00e1rio e com tempo morto desprez\u00edvel.&nbsp; \u00c9 poss\u00edvel observar 4 ciclos e meio de oscila\u00e7\u00e3o, sendo que os quatro primeiros ocorrem nos primeiros 25 segundos, assim temos:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-726\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063.png\" alt=\"image063\" width=\"731\" height=\"381\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063.png 953w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-300x156.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-768x401.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-100x52.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-150x78.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-200x104.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-450x235.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-600x313.png 600w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image063-900x469.png 900w\" sizes=\"auto, (max-width: 731px) 100vw, 731px\" \/><\/p>\n<hr>\n<h3 id=\"integrador\"><span style=\"color: #993300;\">Parametriza\u00e7\u00e3o de modelo&nbsp;integrador<\/span><\/h3>\n<p>Em processos integradores, a sa\u00edda (PV) \u00e9 proporcional a integral da entrada (MV). O ritmo de integra\u00e7\u00e3o \u00e9 dado pela constante , chamada de ganho integrador. Considera-se tamb\u00e9m a exist\u00eancia de poss\u00edveis atrasos de transporte. Assim temos a seguinte fun\u00e7\u00e3o de transfer\u00eancia:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-727\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image066.png\" alt=\"image066\" width=\"114\" height=\"51\"><\/p>\n<p>O par\u00e2metro <em>\u03b8<\/em>(tempo morto) \u00e9&nbsp;obtido da mesma forma que nos m\u00e9todos anteriores. J\u00e1 o ganho Ki corresponde a raz\u00e3o entre a&nbsp;mudan\u00e7a de inclina\u00e7\u00e3o na PV e a amplitude do degrau de entrada que causou esta mudan\u00e7a de inclina\u00e7\u00e3o.<\/p>\n<p>A seguir um exemplo de c\u00e1lculo dos par\u00e2metros &nbsp;e q, sendo <em>a<\/em> e <em>b<\/em> as inclina\u00e7\u00f5es de y antes e ap\u00f3s o degrau, respectivamente.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-728\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067.png\" alt=\"image067\" width=\"646\" height=\"117\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067.png 646w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-300x54.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-100x18.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-150x27.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-200x36.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-450x82.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image067-600x109.png 600w\" sizes=\"auto, (max-width: 646px) 100vw, 646px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1168\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068.png\" alt=\"\" width=\"541\" height=\"455\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068.png 541w, https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068-300x252.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068-100x84.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068-150x126.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068-200x168.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2019\/03\/image068-450x378.png 450w\" sizes=\"auto, (max-width: 541px) 100vw, 541px\" \/><\/p>\n<p>Um resultado mais preciso ser\u00e1 obtido se a constante Ki for obtida pela m\u00e9dia de diversos testes em sequ\u00eancia. No exemplo a seguir s\u00e3o quatro mudan\u00e7as em degrau na vari\u00e1vel manipulada, e quatro mudan\u00e7as correspondentes na inclina\u00e7\u00e3o na PV. O&nbsp;ganho integrador \u00e9&nbsp;obtido pela m\u00e9dia dos ganhos.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-730\" src=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069.png\" alt=\"image069\" width=\"766\" height=\"458\" srcset=\"https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069.png 967w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-300x179.png 300w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-768x459.png 768w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-100x60.png 100w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-150x90.png 150w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-200x120.png 200w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-450x269.png 450w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-600x359.png 600w, https:\/\/apcmode.com\/wp-content\/uploads\/2016\/07\/image069-900x538.png 900w\" sizes=\"auto, (max-width: 766px) 100vw, 766px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Retorna para t\u00f3pico anterior Conte\u00fado deste t\u00f3pico &#8211;&nbsp;Teste de resposta ao degrau em malha aberta &#8211; Sele\u00e7\u00e3o do tipo de modelo &#8211; modelo de 1\u00aa Ordem &#8211; modelo de 2\u00aa Ordem sobreamortecido &#8211; modelo de 2\u00aa Ordem subamortecido &#8211; modelo&nbsp;integrador &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"more-link\" href=\"https:\/\/apcmode.com\/?page_id=334\"> <span class=\"screen-reader-text\">Parametriza\u00e7\u00e3o com m\u00e9todos gr\u00e1ficos<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":328,"menu_order":33,"comment_status":"closed","ping_status":"closed","template":"full-width-page.php","meta":{"footnotes":""},"class_list":["post-334","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/pages\/334","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/apcmode.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=334"}],"version-history":[{"count":3,"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/pages\/334\/revisions"}],"predecessor-version":[{"id":1218,"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/pages\/334\/revisions\/1218"}],"up":[{"embeddable":true,"href":"https:\/\/apcmode.com\/index.php?rest_route=\/wp\/v2\/pages\/328"}],"wp:attachment":[{"href":"https:\/\/apcmode.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=334"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}