From 418424846019c7c6a35f748fc17dcef6372c1111 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D0=90=D0=BB=D0=B5=D0=BA=D1=81=D0=B5=D0=B9=20=D0=91=D0=BE?=
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<alexey.bondarev@exponenta.ru>
Date: Fri, 10 Jan 2025 13:09:13 +0000
Subject: [PATCH] Revert "added installation of packages required for demos"
This reverts commit f3efde6a2ff9c511cdf2fb6515ae14165fc1b7fb
---
...\320\265\320\275\320\270\321\217.ngscript" | 446 +++++++++++-
...\320\276\320\263\320\276\320\271.ngscript" | 685 +++++++++++++++++-
2 files changed, 1129 insertions(+), 2 deletions(-)
diff --git "a/03. \320\233\320\270\320\275\320\265\320\260\321\200\320\270\320\267\320\260\321\206\320\270\321\217 \320\276\320\261\321\212\320\265\320\272\321\202\320\260 \321\203\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\321\217.ngscript" "b/03. \320\233\320\270\320\275\320\265\320\260\321\200\320\270\320\267\320\260\321\206\320\270\321\217 \320\276\320\261\321\212\320\265\320\272\321\202\320\260 \321\203\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\321\217.ngscript"
index c38a110..af0d77e 100644
--- "a/03. \320\233\320\270\320\275\320\265\320\260\321\200\320\270\320\267\320\260\321\206\320\270\321\217 \320\276\320\261\321\212\320\265\320\272\321\202\320\260 \321\203\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\321\217.ngscript"
+++ "b/03. \320\233\320\270\320\275\320\265\320\260\321\200\320\270\320\267\320\260\321\206\320\270\321\217 \320\276\320\261\321\212\320\265\320\272\321\202\320\260 \321\203\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\321\217.ngscript"
@@ -1 +1,445 @@
-{"cells":[{"cell_type":"markdown","source":["# Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° управлениÑ"],"id":"568c7197","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"1a50c72f"}},{"cell_type":"markdown","source":["Ð’ предыдущем уроке мы начали изучать ÑиÑтему ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ ÐºÐ°Ð¼ÐµÑ€Ð¾Ð¹ Ñмартфона. Узнали, как оÑущеÑтвлÑетÑÑ Ð¸Ð·Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð»Ð¸Ð½Ð·Ñ‹ при подаче разных управлÑющих Ñигналов.\r\n\r\nÐ’Ñ‹ точно заметили выброÑ, который проиÑходит при подаче команды. Перемещение линзы на короткое Ð²Ñ€ÐµÐ¼Ñ Ð·Ð½Ð°Ñ‡Ð¸Ñ‚ÐµÐ»ÑŒÐ½Ð¾ превышало целевое значение, потом возвращалоÑÑŒ в нужную нам облаÑÑ‚ÑŒ (Ñффект перерегулированиÑ). Ðа такой переходный процеÑÑ, как правило, требовалоÑÑŒ порÑдка 3 Ñекунд, поÑле чего выходной Ñигнал ÑтабилизировалÑÑ.\r\n\r\nÐ”Ð»Ñ ÑƒÐ¼ÐµÐ½ÑŒÑˆÐµÐ½Ð¸Ñ Ð¿ÐµÑ€ÐµÑ€ÐµÐ³ÑƒÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¸ ÑÐ½Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ð¸Ñ‚ÐµÐ»ÑŒÐ½Ð¾Ñти переходного процеÑÑа нужно будет подобрать другие наÑтройки регулÑтора, оÑущеÑтвить его _тюнинг_. \r\n\r\n\r\n<p align=\"center\">РиÑ. 3.1. ВзаимоÑвÑзь входного и выходного Ñигналов в ÑиÑтемах: (а) Ð»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема; (б) Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема.</p>"],"id":"2ddf1d49","attachments":{"лин_нелин_ÑиÑтемы.png":{"image/png":"data:image/png;base64,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Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"75324741"}},{"cell_type":"markdown","source":["Ð’ клаÑÑичеÑких методах ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸Ð½Ð¶ÐµÐ½ÐµÑ€Ñ‹ иÑпользуют довольно Ñтандартный набор инÑтрументов Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° объекта ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸, ÑоответÑтвенно, поÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ Ð½ÐµÐ¾Ð±Ñ…Ð¾Ð´Ð¸Ð¼Ð¾Ð³Ð¾ регулÑтора (или _контроллера_). КлаÑÑичеÑкие инÑтрументы предназначены Ð´Ð»Ñ **линейных Ñтационарных ÑиÑтем** (ЛСС, _LTI, linear time invatiant systems_).\r\n\r\n---\r\n\r\n**СтационарноÑÑ‚ÑŒ** ÑиÑтемы означает, что при подаче одного и того же входного Ñигнала, выходной Ñигнал ÑиÑтемы вÑегда менÑетÑÑ Ð¾Ð´Ð¸Ð½Ð°ÐºÐ¾Ð²Ñ‹Ð¼ образом, в какой бы момент входной Ñигнал не поÑтупил.\r\n\r\n---\r\n\r\nÐапомним одно ÑвойÑтво, отличающее линейные ÑиÑтемы от нелинейных: в отличие от нелинейных ÑиÑтем (Ñ€Ð¸Ñ 3.1(б)), в линейных ÑиÑтемах (риÑ. 3.1(а)) выходной Ñигнал имеет линейную ÑвÑзь Ñо входным Ñигналом."],"id":"139b3c75","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"3789f759"}},{"cell_type":"markdown","source":["Ð’ примере Ñ Ñ„Ð¾ÐºÑƒÑировкой камеры Ñмартфона, изменение Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð»Ð¸Ð½Ð·Ñ‹ не пропорционально изменению Ñилы тока, Ñ‚.е. Ñ‚Ð°ÐºÐ°Ñ ÑиÑтема ÑчитаетÑÑ **нелинейной**.\r\n\r\nÐтот факт не должен Ð²Ð°Ñ Ð¾Ñобо удивить, ведь вÑе динамичеÑкие ÑиÑтемы в реальной жизни нелинейны. Ðо, вÑе же, мы можем применÑÑ‚ÑŒ клаÑÑичеÑкий инÑтрументарий поÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ ÑиÑтем ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð½Ðµ только Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ…, но и Ð´Ð»Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… ÑиÑтем. Ð”Ð»Ñ Ñтого нам будет нужна **процедура линеаризации**."],"id":"8f8870ee","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"dd10397c"}},{"cell_type":"markdown","source":["## Пример нелинейной ÑиÑтемы"],"id":"cc151a4d","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"c9937fcd"}},{"cell_type":"markdown","source":["\r\n\r\n<p align=\"center\">Ð Ð¸Ñ 3.2. Пример линеаризации нелинейной ÑиÑтемы: (а) ИÑÑ…Ð¾Ð´Ð½Ð°Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема; (б) Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ ÑиÑтемы в точке работы.</p>\r\n\r\nДавайте раÑÑмотрим пример Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹ ÑиÑтемой, показанной на риÑ. 3.2. Выходной Ñигнал объекта ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸Ð¼ÐµÐµÑ‚ квадратичную взаимоÑвÑзь Ñо входным Ñигналом. То еÑÑ‚ÑŒ между подъемной Ñилой Ñамолета и ÑкороÑтью полета (риÑ. 3.2(а)) дейÑтвует нелинейное Ñоотношение.\r\n\r\nЧаÑто инженеров интереÑует поведение Ñамолета в некотором конкретном режиме, например, летÑщего Ñ ÐºÑ€ÐµÐ¹ÑерÑкой ÑкороÑтью. ЕÑли найти на графике точку, ÑоответÑтвующую крейÑерÑкой ÑкороÑти и провеÑти в ней каÑательную линию в графику, то мы получим уравнение ЛСС, ÐºÐ¾Ñ‚Ð¾Ñ€Ð°Ñ Ð² некоторой окреÑтноÑти от выбранной точки ведет ÑÐµÐ±Ñ Ð¿Ð¾Ñ‡Ñ‚Ð¸ так же, как вела ÑÐµÐ±Ñ Ð¸ÑÑ…Ð¾Ð´Ð½Ð°Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтемы (риÑ. 3.2(б)).\r\n\r\nÐ”Ð°Ð½Ð½Ð°Ñ Ñ‚Ð¾Ñ‡ÐºÐ° называетÑÑ **рабочей точкой**, и в ней мы только что произвели линеаризацию ÑиÑтемы.\r\n\r\n**Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° управлениÑ** дает возможноÑÑ‚ÑŒ выразить нашу ÑиÑтему в форме ЛСС, поведение которой будет довольно близко Ñхожим к поведению иÑходной нелинейной ÑиÑтемы, но только вблизи рабочей точки линеаризации. Ðто дает нам возможноÑÑ‚ÑŒ применÑÑ‚ÑŒ набор клаÑÑичеÑких инÑтурментов анализа ЛСС Ð´Ð»Ñ Ð¿Ð¾ÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ Ñ€ÐµÐ³ÑƒÐ»Ñторов Ð´Ð»Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"1fa0f4d5"}},{"cell_type":"markdown","source":["Перед выполнением примера из заданиÑ, запуÑтите Ñледующий Ñкрипт, чтобы задать Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð¿Ð°Ñ€Ð°Ð¼ÐµÑ‚Ñ€Ð¾Ð² модели:"],"id":"7fc184cb","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"5482977d"}},{"outputs":[],"cell_type":"code","source":["Pkg.add([\"ControlSystemIdentification\", \"CSV\", \"ControlSystemsBase\"])"],"id":"ogxdgirl","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"tdc8ajd2"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["Ts = 0.01; \r\nK1 = 30;\r\nK2 = 20000;\r\nKd = 2.8; \r\nKf = 6.3e-4;"],"id":"a17badfc","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"d5d01594"},"execution_count":0},{"cell_type":"markdown","source":["## Пример линеаризации"],"id":"46426a93","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"8c394c59"}},{"cell_type":"markdown","source":["РаÑÑмотрим пример, где мы линеаризуем нелинейную ÑиÑтему. \r\n\r\n1. **Откройте модель** `Глава_3_пример_1.engee`.\r\n2. **ЗапуÑтите Ñту модель.** Ð’ результате вы должны увидеть Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð²Ñ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ и выходного Ñигналов. Они будут Ñохранены в папке курÑа, в файлах формата CSV (`sysIn.csv` и `sysOut.csv`).\r\n3. **ЗапуÑтите Ñкрипт, который находитÑÑ Ð² Ñледующей Ñчейке.** Ð’ результате вы получите ЛСС в проÑтранÑтве ÑоÑтоÑний."],"id":"fb921bb0","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"e050362b"}},{"outputs":[],"cell_type":"code","source":["using ControlSystemIdentification, ControlSystemsBase, CSV, DataFrames; # подключаем нужные библиотеки\r\n\r\ndataIn = CSV.read(\"sysIn.csv\", DataFrame); # Ñчитываем входные данные из файла и ÑохранÑем в переменной dataIn\r\ndataOut = CSV.read(\"sysOut.csv\", DataFrame); # Ñчитываем выходные данные из файла и ÑохранÑем в переменной dataOut\r\ndataIn_t = dataIn[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataIn_d = dataIn[:,2]; # в переменной dataIn_d храним данные входного Ñигнала \r\ndataOut_t = dataOut[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить\r\ndataOut_d = dataOut[:,2]; # в переменной dataIOut_d храним данные выходного Ñигнала\r\n\r\nd = iddata(dataOut_d, dataIn_d, Ts); # Ñоздаем объект идентификации данных во временном проÑтранÑтве \r\nsys_d = subspaceid(d, :auto); # запуÑкаем метод идентификации модели проÑтранÑтва ÑоÑтоÑний\r\nA = sys_d.A; # находим матрицу A\r\nB = sys_d.B; # находим матрицу B\r\nC = sys_d.C; # находим матрицу C\r\nD = sys_d.D; # находим матрицу D"],"id":"6f344219","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"d00b918d"},"execution_count":0},{"cell_type":"markdown","source":["1. Чтобы изучить реакцию линеризованной ÑиÑтемы, запуÑтите модель `Глава_3_пример_2.engee`. Ð’ ней находитÑÑ Ð±Ð»Ð¾Ðº `Discrete State-Space`, в качеÑтве параметров подÑтавлÑÑŽÑ‚ÑÑ Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ `A`, `B`, `C` и `D`.\r\n2. ЗапуÑтите линеаризованную модель."],"id":"69ba4203","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"11fbb90d"}},{"cell_type":"markdown","source":["#### <span style=\"background-color: #c2ebff\">Результат</span>"],"id":"d7f920b8","attachments":{},"metadata":{"name":"Ðазвание 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"364ead5d"}},{"cell_type":"markdown","source":["## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 3</span></div>"],"id":"3120c648","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"23a02ddc"}},{"cell_type":"markdown","source":["1. Ð’ модели `Глава_3_пример_2.engee` задайте значение **Final Value** блока **Step** (_Ступенька_) равным 10.\r\n2. ЗапуÑтите модель.\r\n\r\nКак изменилÑÑ Ð²Ñ‹Ñ…Ð¾Ð´Ð½Ð¾Ð¹ Ñигнал?\r\n\r\nПопробуйте запуÑтить модель Ñ Ð´Ñ€ÑƒÐ³Ð¸Ð¼ значением входного Ñигнала."],"id":"62e3b0d5","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"c83fd5bd"}},{"cell_type":"markdown","source":["#### <span style=\"background-color: #c2ebff\">Результат</span>"],"id":"8af4cc40","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":1,"codeOutputHidden":false,"isClosedParagraph":true,"isDisplay":true},"id":"1ff10492"}},{"cell_type":"markdown","source":["При увеличении Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð²Ñ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ Ñигнала в 10 раз значение выходного Ñигнала также увеличилоÑÑŒ в 10 раз.\r\n\r\n\r\n"],"id":"1c917b64","attachments":{"реакциÑ_линейной_ÑиÑтемы_на_10раз_увел_шаг_вх_Ñигнал.png":{"image/png":"data:image/png;base64,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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"5859b65f"}},{"cell_type":"markdown","source":["## ТеÑÑ‚ Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ñертификата\r\n<noscript><div><img src=\"https://mc.yandex.ru/watch/97656130\" style=\"position:absolute; left:-9999px;\" alt=\"\" /></div></noscript>"],"id":"667842c7","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"ad01470c"}},{"cell_type":"markdown","source":["<p align=\"center\">\r\n<a style=\"padding: 8px 16px;\r\n border: 3px blue;\r\n border-radius: 15px;\r\n color: white;\r\n background-color: #1b83ba;\r\n font-size: 24pt; \r\n text-decoration: none;\" href=\"https://my.etude.org/link/jlni2v8Nm5EzJKNkpUttSegKcO5ahD1XpTTY7fBvVRXemr40W2fW8w6P7aK9L0MPc_G1HDysrFJUmv_nHsDxLLZfcPPzK2DpiPCWTO47BkxQ99BYVhcxgfm1iYY0gAOf0Uqgg0Kcka-3hnHtZDSM-i8n2SMFJqst2-vfhpiCygo=?engee\"\r\n target=\"_blank\">Пройти теÑÑ‚ по разделу >></a>\r\n</p>"],"id":"38b846de","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"d5def564"}}],"nbformat_minor":5,"metadata":{"engee":{},"language_info":{"file_extension":".jl","name":"julia","version":"1.9.3"},"kernelspec":{"name":"ijulia-1.9","display_name":"IJulia 1.9.3","language":"julia"}},"nbformat":4}
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+{
+ "nbformat": 4,
+ "nbformat_minor": 5,
+ "metadata": {
+ "kernelspec": {
+ "name": "ijulia-1.9",
+ "display_name": "IJulia 1.9.3",
+ "language": "julia"
+ },
+ "language_info": {
+ "name": "julia",
+ "file_extension": ".jl",
+ "version": "1.9.3"
+ },
+ "engee": {}
+ },
+ "cells": [
+ {
+ "id": "568c7197",
+ "cell_type": "markdown",
+ "source": [
+ "# Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° управлениÑ"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "1a50c72f",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "2ddf1d49",
+ "cell_type": "markdown",
+ "source": [
+ "Ð’ предыдущем уроке мы начали изучать ÑиÑтему ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ ÐºÐ°Ð¼ÐµÑ€Ð¾Ð¹ Ñмартфона. Узнали, как оÑущеÑтвлÑетÑÑ Ð¸Ð·Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð»Ð¸Ð½Ð·Ñ‹ при подаче разных управлÑющих Ñигналов.\r\n\r\nÐ’Ñ‹ точно заметили выброÑ, который проиÑходит при подаче команды. Перемещение линзы на короткое Ð²Ñ€ÐµÐ¼Ñ Ð·Ð½Ð°Ñ‡Ð¸Ñ‚ÐµÐ»ÑŒÐ½Ð¾ превышало целевое значение, потом возвращалоÑÑŒ в нужную нам облаÑÑ‚ÑŒ (Ñффект перерегулированиÑ). Ðа такой переходный процеÑÑ, как правило, требовалоÑÑŒ порÑдка 3 Ñекунд, поÑле чего выходной Ñигнал ÑтабилизировалÑÑ.\r\n\r\nÐ”Ð»Ñ ÑƒÐ¼ÐµÐ½ÑŒÑˆÐµÐ½Ð¸Ñ Ð¿ÐµÑ€ÐµÑ€ÐµÐ³ÑƒÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¸ ÑÐ½Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ð¸Ñ‚ÐµÐ»ÑŒÐ½Ð¾Ñти переходного процеÑÑа нужно будет подобрать другие наÑтройки регулÑтора, оÑущеÑтвить его _тюнинг_. \r\n\r\n\r\n<p align=\"center\">РиÑ. 3.1. ВзаимоÑвÑзь входного и выходного Ñигналов в ÑиÑтемах: (а) Ð»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема; (б) Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема.</p>"
+ ],
+ "attachments": {
+ "лин_нелин_ÑиÑтемы.png": {
+ "image/png": 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+ "Ð’ клаÑÑичеÑких методах ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸Ð½Ð¶ÐµÐ½ÐµÑ€Ñ‹ иÑпользуют довольно Ñтандартный набор инÑтрументов Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° объекта ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸, ÑоответÑтвенно, поÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ Ð½ÐµÐ¾Ð±Ñ…Ð¾Ð´Ð¸Ð¼Ð¾Ð³Ð¾ регулÑтора (или _контроллера_). КлаÑÑичеÑкие инÑтрументы предназначены Ð´Ð»Ñ **линейных Ñтационарных ÑиÑтем** (ЛСС, _LTI, linear time invatiant systems_).\r\n\r\n---\r\n\r\n**СтационарноÑÑ‚ÑŒ** ÑиÑтемы означает, что при подаче одного и того же входного Ñигнала, выходной Ñигнал ÑиÑтемы вÑегда менÑетÑÑ Ð¾Ð´Ð¸Ð½Ð°ÐºÐ¾Ð²Ñ‹Ð¼ образом, в какой бы момент входной Ñигнал не поÑтупил.\r\n\r\n---\r\n\r\nÐапомним одно ÑвойÑтво, отличающее линейные ÑиÑтемы от нелинейных: в отличие от нелинейных ÑиÑтем (Ñ€Ð¸Ñ 3.1(б)), в линейных ÑиÑтемах (риÑ. 3.1(а)) выходной Ñигнал имеет линейную ÑвÑзь Ñо входным Ñигналом."
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+ "source": [
+ "Ð’ примере Ñ Ñ„Ð¾ÐºÑƒÑировкой камеры Ñмартфона, изменение Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð»Ð¸Ð½Ð·Ñ‹ не пропорционально изменению Ñилы тока, Ñ‚.е. Ñ‚Ð°ÐºÐ°Ñ ÑиÑтема ÑчитаетÑÑ **нелинейной**.\r\n\r\nÐтот факт не должен Ð²Ð°Ñ Ð¾Ñобо удивить, ведь вÑе динамичеÑкие ÑиÑтемы в реальной жизни нелинейны. Ðо, вÑе же, мы можем применÑÑ‚ÑŒ клаÑÑичеÑкий инÑтрументарий поÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ ÑиÑтем ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð½Ðµ только Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ…, но и Ð´Ð»Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… ÑиÑтем. Ð”Ð»Ñ Ñтого нам будет нужна **процедура линеаризации**."
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+ "source": [
+ "## Пример нелинейной ÑиÑтемы"
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+ "\r\n\r\n<p align=\"center\">Ð Ð¸Ñ 3.2. Пример линеаризации нелинейной ÑиÑтемы: (а) ИÑÑ…Ð¾Ð´Ð½Ð°Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтема; (б) Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ ÑиÑтемы в точке работы.</p>\r\n\r\nДавайте раÑÑмотрим пример Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹ ÑиÑтемой, показанной на риÑ. 3.2. Выходной Ñигнал объекта ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¸Ð¼ÐµÐµÑ‚ квадратичную взаимоÑвÑзь Ñо входным Ñигналом. То еÑÑ‚ÑŒ между подъемной Ñилой Ñамолета и ÑкороÑтью полета (риÑ. 3.2(а)) дейÑтвует нелинейное Ñоотношение.\r\n\r\nЧаÑто инженеров интереÑует поведение Ñамолета в некотором конкретном режиме, например, летÑщего Ñ ÐºÑ€ÐµÐ¹ÑерÑкой ÑкороÑтью. ЕÑли найти на графике точку, ÑоответÑтвующую крейÑерÑкой ÑкороÑти и провеÑти в ней каÑательную линию в графику, то мы получим уравнение ЛСС, ÐºÐ¾Ñ‚Ð¾Ñ€Ð°Ñ Ð² некоторой окреÑтноÑти от выбранной точки ведет ÑÐµÐ±Ñ Ð¿Ð¾Ñ‡Ñ‚Ð¸ так же, как вела ÑÐµÐ±Ñ Ð¸ÑÑ…Ð¾Ð´Ð½Ð°Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð°Ñ ÑиÑтемы (риÑ. 3.2(б)).\r\n\r\nÐ”Ð°Ð½Ð½Ð°Ñ Ñ‚Ð¾Ñ‡ÐºÐ° называетÑÑ **рабочей точкой**, и в ней мы только что произвели линеаризацию ÑиÑтемы.\r\n\r\n**Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° управлениÑ** дает возможноÑÑ‚ÑŒ выразить нашу ÑиÑтему в форме ЛСС, поведение которой будет довольно близко Ñхожим к поведению иÑходной нелинейной ÑиÑтемы, но только вблизи рабочей точки линеаризации. Ðто дает нам возможноÑÑ‚ÑŒ применÑÑ‚ÑŒ набор клаÑÑичеÑких инÑтурментов анализа ЛСС Ð´Ð»Ñ Ð¿Ð¾ÑÑ‚Ñ€Ð¾ÐµÐ½Ð¸Ñ Ñ€ÐµÐ³ÑƒÐ»Ñторов Ð´Ð»Ñ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… ÑиÑтем."
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"
+ }
+ },
+ "metadata": {
+ "id": "1fa0f4d5",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "7fc184cb",
+ "cell_type": "markdown",
+ "source": [
+ "Перед выполнением примера из заданиÑ, запуÑтите Ñледующий Ñкрипт, чтобы задать Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð¿Ð°Ñ€Ð°Ð¼ÐµÑ‚Ñ€Ð¾Ð² модели:"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "5482977d",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "a17badfc",
+ "cell_type": "code",
+ "source": [
+ "Ts = 0.01; \r\nK1 = 30;\r\nK2 = 20000;\r\nKd = 2.8; \r\nKf = 6.3e-4;"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "d5d01594",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "46426a93",
+ "cell_type": "markdown",
+ "source": [
+ "## Пример линеаризации"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "8c394c59",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "fb921bb0",
+ "cell_type": "markdown",
+ "source": [
+ "РаÑÑмотрим пример, где мы линеаризуем нелинейную ÑиÑтему. \r\n\r\n1. **Откройте модель** `Глава_3_пример_1.engee`.\r\n2. **ЗапуÑтите Ñту модель.** Ð’ результате вы должны увидеть Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð²Ñ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ и выходного Ñигналов. Они будут Ñохранены в папке курÑа, в файлах формата CSV (`sysIn.csv` и `sysOut.csv`).\r\n3. **ЗапуÑтите Ñкрипт, который находитÑÑ Ð² Ñледующей Ñчейке.** Ð’ результате вы получите ЛСС в проÑтранÑтве ÑоÑтоÑний."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "e050362b",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "6f344219",
+ "cell_type": "code",
+ "source": [
+ "using ControlSystemIdentification, ControlSystemsBase, CSV, DataFrames; # подключаем нужные библиотеки\r\n\r\ndataIn = CSV.read(\"sysIn.csv\", DataFrame); # Ñчитываем входные данные из файла и ÑохранÑем в переменной dataIn\r\ndataOut = CSV.read(\"sysOut.csv\", DataFrame); # Ñчитываем выходные данные из файла и ÑохранÑем в переменной dataOut\r\ndataIn_t = dataIn[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataIn_d = dataIn[:,2]; # в переменной dataIn_d храним данные входного Ñигнала \r\ndataOut_t = dataOut[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить\r\ndataOut_d = dataOut[:,2]; # в переменной dataIOut_d храним данные выходного Ñигнала\r\n\r\nd = iddata(dataOut_d, dataIn_d, Ts); # Ñоздаем объект идентификации данных во временном проÑтранÑтве \r\nsys_d = subspaceid(d, :auto); # запуÑкаем метод идентификации модели проÑтранÑтва ÑоÑтоÑний\r\nA = sys_d.A; # находим матрицу A\r\nB = sys_d.B; # находим матрицу B\r\nC = sys_d.C; # находим матрицу C\r\nD = sys_d.D; # находим матрицу D"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "d00b918d",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "69ba4203",
+ "cell_type": "markdown",
+ "source": [
+ "1. Чтобы изучить реакцию линеризованной ÑиÑтемы, запуÑтите модель `Глава_3_пример_2.engee`. Ð’ ней находитÑÑ Ð±Ð»Ð¾Ðº `Discrete State-Space`, в качеÑтве параметров подÑтавлÑÑŽÑ‚ÑÑ Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ `A`, `B`, `C` и `D`.\r\n2. ЗапуÑтите линеаризованную модель."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "11fbb90d",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "d7f920b8",
+ "cell_type": "markdown",
+ "source": [
+ "#### <span style=\"background-color: #c2ebff\">Результат</span>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "7a38346e",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": true,
+ "amountHideCellsInside": 1,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "ecd378ec",
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "attachments": {
+ "lti_system_sim_result.png": {
+ "image/png": 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+ }
+ },
+ "metadata": {
+ "id": "364ead5d",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": false,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "3120c648",
+ "cell_type": "markdown",
+ "source": [
+ "## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 3</span></div>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "23a02ddc",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "62e3b0d5",
+ "cell_type": "markdown",
+ "source": [
+ "1. Ð’ модели `Глава_3_пример_2.engee` задайте значение **Final Value** блока **Step** (_Ступенька_) равным 10.\r\n2. ЗапуÑтите модель.\r\n\r\nКак изменилÑÑ Ð²Ñ‹Ñ…Ð¾Ð´Ð½Ð¾Ð¹ Ñигнал?\r\n\r\nПопробуйте запуÑтить модель Ñ Ð´Ñ€ÑƒÐ³Ð¸Ð¼ значением входного Ñигнала."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "c83fd5bd",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "8af4cc40",
+ "cell_type": "markdown",
+ "source": [
+ "#### <span style=\"background-color: #c2ebff\">Результат</span>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "1ff10492",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": true,
+ "amountHideCellsInside": 1,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "1c917b64",
+ "cell_type": "markdown",
+ "source": [
+ "При увеличении Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð²Ñ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ Ñигнала в 10 раз значение выходного Ñигнала также увеличилоÑÑŒ в 10 раз.\r\n\r\n\r\n"
+ ],
+ "attachments": {
+ "реакциÑ_линейной_ÑиÑтемы_на_10раз_увел_шаг_вх_Ñигнал.png": {
+ "image/png": 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"
+ }
+ },
+ "metadata": {
+ "id": "5859b65f",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": false,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "667842c7",
+ "cell_type": "markdown",
+ "source": [
+ "## ТеÑÑ‚ Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ñертификата\r\n<noscript><div><img src=\"https://mc.yandex.ru/watch/97656130\" style=\"position:absolute; left:-9999px;\" alt=\"\" /></div></noscript>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "ad01470c",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "38b846de",
+ "cell_type": "markdown",
+ "source": [
+ "<p align=\"center\">\r\n<a style=\"padding: 8px 16px;\r\n border: 3px blue;\r\n border-radius: 15px;\r\n color: white;\r\n background-color: #1b83ba;\r\n font-size: 24pt; \r\n text-decoration: none;\" href=\"https://my.etude.org/link/jlni2v8Nm5EzJKNkpUttSegKcO5ahD1XpTTY7fBvVRXemr40W2fW8w6P7aK9L0MPc_G1HDysrFJUmv_nHsDxLLZfcPPzK2DpiPCWTO47BkxQ99BYVhcxgfm1iYY0gAOf0Uqgg0Kcka-3hnHtZDSM-i8n2SMFJqst2-vfhpiCygo=?engee\"\r\n target=\"_blank\">Пройти теÑÑ‚ по разделу >></a>\r\n</p>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "d5def564",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ }
+ ]
+}
\ No newline at end of file
diff --git "a/05. \320\237\321\200\320\276\320\265\320\272\321\202\320\275\320\260\321\217 \321\200\320\260\320\261\320\276\321\202\320\260 - \320\243\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\320\265 \321\200\320\276\320\261\320\276\321\202\320\270\320\267\320\270\321\200\320\276\320\262\320\260\320\275\320\275\320\276\320\271 \320\275\320\276\320\263\320\276\320\271.ngscript" "b/05. \320\237\321\200\320\276\320\265\320\272\321\202\320\275\320\260\321\217 \321\200\320\260\320\261\320\276\321\202\320\260 - \320\243\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\320\265 \321\200\320\276\320\261\320\276\321\202\320\270\320\267\320\270\321\200\320\276\320\262\320\260\320\275\320\275\320\276\320\271 \320\275\320\276\320\263\320\276\320\271.ngscript"
index 5f65a70..c9aaa58 100644
--- "a/05. \320\237\321\200\320\276\320\265\320\272\321\202\320\275\320\260\321\217 \321\200\320\260\320\261\320\276\321\202\320\260 - \320\243\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\320\265 \321\200\320\276\320\261\320\276\321\202\320\270\320\267\320\270\321\200\320\276\320\262\320\260\320\275\320\275\320\276\320\271 \320\275\320\276\320\263\320\276\320\271.ngscript"
+++ "b/05. \320\237\321\200\320\276\320\265\320\272\321\202\320\275\320\260\321\217 \321\200\320\260\320\261\320\276\321\202\320\260 - \320\243\320\277\321\200\320\260\320\262\320\273\320\265\320\275\320\270\320\265 \321\200\320\276\320\261\320\276\321\202\320\270\320\267\320\270\321\200\320\276\320\262\320\260\320\275\320\275\320\276\320\271 \320\275\320\276\320\263\320\276\320\271.ngscript"
@@ -1 +1,684 @@
-{"cells":[{"cell_type":"markdown","source":["# ÐŸÑ€Ð¾ÐµÐºÑ‚Ð½Ð°Ñ Ñ€Ð°Ð±Ð¾Ñ‚Ð° - Управление роботизированной ногой"],"id":"210db4e4","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"994916d3"}},{"cell_type":"markdown","source":["## Введение"],"id":"6ee73010","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"0028f5ba"}},{"cell_type":"markdown","source":["Ð’Ñ‹ изучили, как линеаризовать модель в Ñреде **Engee**, а затем – как наÑтраивать ПИД-регулÑтор Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹ ÑиÑтемы.\r\n\r\nÐ’ данной проектной работе вы Ñможете применить полученные Ð·Ð½Ð°Ð½Ð¸Ñ Ð´Ð»Ñ Ð½Ð°Ñ…Ð¾Ð¶Ð´ÐµÐ½Ð¸Ñ Ð›Ð¡Ð¡ роботизированной ноги и Ñинтеза ПИД-регулÑтора Ð´Ð»Ñ ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸ÐµÐ¼. \r\n\r\n\r\n<p align=\"center\">6.1. Ð Ð¾Ð±Ð¾Ñ‚Ð¸Ð·Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð½Ð°Ñ Ð½Ð¾Ð³Ð°</p>\r\n\r\nКак показано на РиÑ. 6.1, ÑиÑтема роботизированной ноги может быть раÑÑмотрена как проÑтой маÑтник. КрутÑщий момент ÑлектричеÑкого Ð´Ð²Ð¸Ð³Ð°Ñ‚ÐµÐ»Ñ Ð¿Ñ€Ð¸Ð»Ð°Ð³Ð°ÐµÑ‚ÑÑ Ð² облаÑти тазобедренного ÑуÑтава и будет предÑтавлÑÑ‚ÑŒ Ñобой входной Ñигнал, а угол поворота ноги $\\theta$ будет предÑтавлÑÑ‚ÑŒ Ñобой выходной 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"a15566cd"}},{"cell_type":"markdown","source":["## МатематичеÑÐºÐ°Ñ Ð¼Ð¾Ð´ÐµÐ»ÑŒ проÑтого маÑтника"],"id":"8f760af7","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"e2704308"}},{"cell_type":"markdown","source":["Уравнение Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ñ€Ð¾Ñтого маÑтника выглÑдит Ñледующим образом:\r\n\r\n$$\r\n m\\times{L^2}\\times{\\ddot{\\theta}} = \\tau - m\\times{g}\\times{L}\\times{\\sin{\\theta}}-c_d\\times{\\dot{\\theta}} \\\r\n$$\r\n\r\nгде $L$ – длина маÑтника, $\\tau$ – крутÑщий момент, $\\theta$ – угол поворота маÑтника, $m$ – маÑÑа маÑтника, $g$ – уÑкорение Ñвободного падениÑ.\r\n\r\nПриÑутÑтвие функции ÐºÐ¾Ð»ÐµÐ±Ð°Ð½Ð¸Ñ Ð² уравнении Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ñ€Ð¾Ñтого маÑтника показывает, что Ð´Ð°Ð½Ð½Ð°Ñ ÑиÑтема ÑвлÑетÑÑ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹. Ðиже вам даетÑÑ Ð¼Ð¾Ð´ÐµÐ»ÑŒ данной ÑиÑтемы, ÑÐ´ÐµÐ»Ð°Ð½Ð½Ð°Ñ Ð² Ñреде **Engee**, так что можно Ñразу переходить к линеаризации и наÑтройке."],"id":"4948266b","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"0bcb060b"}},{"cell_type":"markdown","source":["## ОпиÑание проектной работы"],"id":"e3c285bc","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"5c2c5c21"}},{"cell_type":"markdown","source":["Ð’ данном проекте вы должны Ñинтезировать регулÑтор Ñо Ñледующими параметрами:\r\n\r\n* Ð²Ñ€ÐµÐ¼Ñ Ð¿ÐµÑ€ÐµÑ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ процеÑÑа должно ÑоÑтавлÑÑ‚ÑŒ 0.8 Ñ\r\n* уровень Ð¿ÐµÑ€ÐµÑ€ÐµÐ³ÑƒÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ñ Ð´Ð¾Ð»Ð¶ÐµÐ½ был меньше 10%.\r\n\r\nПроект ÑоÑтоит из двух чаÑтей:\r\n\r\n1. в первой чаÑти вы линеаризуете ÑиÑтему Ð´Ð»Ñ Ð´Ð°Ð»ÑŒÐ½ÐµÐ¹ÑˆÐµÐ³Ð¾ анализа Ñ Ð¿Ð¾Ð¼Ð¾Ñ‰ÑŒÑŽ инÑтрументов Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… ÑиÑтем;\r\n2. во второй чаÑти вы добавите ПИД-регулÑтор Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ð·Ð°Ð¼ÐºÐ½ÑƒÑ‚Ð¾Ð¹ ÑиÑтемы Ñ Ð¾Ð±Ñ€Ð°Ñ‚Ð½Ð¾Ð¹ ÑвÑзью, а затем наÑтроите ПИД-регулÑтор."],"id":"0eebace4","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"5d5b4d2f"}},{"cell_type":"markdown","source":["## ЧаÑÑ‚ÑŒ 1 - Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ "],"id":"669aebe3","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"26bce7ec"}},{"cell_type":"markdown","source":["Ð’ первой чаÑти данного проекта вы будете линеаризовать объект управлениÑ. Ð’ данном Ñлучае нашим объектом ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ ÑвлÑетÑÑ Ñ€Ð¾Ð±Ð¾Ñ‚Ð¸Ð·Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð½Ð°Ñ Ð½Ð¾Ð³Ð°. Ð”Ð»Ñ Ð»Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ð¸ ÑиÑтемы вы будете применÑÑ‚ÑŒ знаниÑ, полученные на прошлых уроках. "],"id":"735fab0e","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"35e4f008"}},{"cell_type":"markdown","source":["## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.1</span></div>"],"id":"079b372a","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"2e02b213"}},{"cell_type":"markdown","source":["1. Откройте модель Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ `Глава_5_задача_1_1.engee`. \r\n2. ПодÑоедините блок **To CSV** Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ _\"Входной Ñигнал\"_ к выходу блока **Step**. Ð’ окне наÑтроек блока в поле File name введите Ð¸Ð¼Ñ Ñ„Ð°Ð¹Ð»Ð°: `/user/start/КурÑÑ‹/ÐšÑƒÑ€Ñ Â«ÐœÐ¾Ð´ÐµÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ðµ СÐУ»/rob_sys_In.csv`\r\n3. ПодÑоедините блок **To CSV** Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ _\"Выходной Ñигнал\"_ к выходу блока уÑÐ¸Ð»ÐµÐ½Ð¸Ñ **Gain-1**. Ð’ окне наÑтроек блока в поле **File name** введите Ð¸Ð¼Ñ Ñ„Ð°Ð¹Ð»Ð°: `/user/start/КурÑÑ‹/ÐšÑƒÑ€Ñ Â«ÐœÐ¾Ð´ÐµÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ðµ СÐУ»/rob_sys_Out.csv`\r\n4. **ЗапуÑтите модель.**\r\n\r\nÐ’ результате в рабочей папке курÑа вы должны получить два новых файла Ñ Ð² формате csv, как показано ниже:\r\n\r\n\r\n\r\n5. Затем запуÑтите Ñледующие Ñчейки:\r\n\r\n\r\n\r\n"],"id":"7f89d9ce","attachments":{"input_output 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"3f0c44b4"}},{"outputs":[],"cell_type":"code","source":["Pkg.add([\"ControlSystemIdentification\", \"CSV\", \"ControlSystemsBase\"])"],"id":"47hdrnm3","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"y0vmimtp"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["using ControlSystemIdentification, ControlSystemsBase, CSV, DataFrames; # подключаем нужные библиотеки\r\n\r\ndataIn = CSV.read(\"rob_sys_In.csv\", DataFrame); # Ñчитываем входные данные из файла и ÑохранÑем в переменной dataIn\r\ndataOut = CSV.read(\"rob_sys_Out.csv\", DataFrame); # Ñчитываем выходные данные из файла и ÑохранÑем в переменной dataOut\r\ndataIn_t = dataIn[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataIn_d = dataIn[:,2]; # в переменной dataIn_d храним данные входного Ñигнала \r\ndataOut_t = dataOut[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataOut_d = dataOut[:,2]; # в переменной dataIOut_d храним данные выходного Ñигнала\r\nTs = 0.01; # Ð²Ñ€ÐµÐ¼Ñ Ð´Ð¸Ñкретизации\r\nd = iddata(dataOut_d, dataIn_d, Ts); # Ñоздаем объект идентификации данных во временном проÑтранÑтве\r\nsys_d = subspaceid(d, :auto); # запуÑкаем метод идентификации модели проÑтранÑтва ÑоÑтоÑний"],"id":"9f4dd016","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"95f60963"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["tfModel_d = tf(sys_d); # получаем передаточную функцию Ð´Ð»Ñ Ð´Ð¸Ñкретного проÑтранÑтва времени"],"id":"1e7da067","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"6f18e7c0"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["tfModel_c = d2c(tfModel_d); # получаем передаточную функцию Ð´Ð»Ñ Ð½ÐµÐ¿Ñ€ÐµÑ€Ñ‹Ð²Ð½Ð¾Ð³Ð¾ проÑтранÑтва времени"],"id":"c5d0482f","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"488b57e8"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["sys_c = ss(tfModel_c); # получаем модель в проÑтранÑтве ÑоÑтоÑний Ð´Ð»Ñ Ð½ÐµÐ¿Ñ€ÐµÑ€Ñ‹Ð²Ð½Ð¾Ð³Ð¾ проÑтранÑтва времени"],"id":"c94e46dd","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"b2dc2fb1"},"execution_count":0},{"outputs":[],"cell_type":"code","source":["# находим матрицы A, B, C, D Ð´Ð»Ñ Ð½Ð°Ð¹Ð´ÐµÐ½Ð½Ð¾Ð¹ модели в проÑтранÑтве ÑоÑтоÑний\r\nA_rob_c = sys_c.A;\r\nB_rob_c = sys_c.B; \r\nC_rob_c = sys_c.C; \r\nD_rob_c = sys_c.D;"],"id":"ce64f81a","metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"outputInfo":{"isExpanded":false,"scrollTop":0},"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"2f2dc014"},"execution_count":0},{"cell_type":"markdown","source":["6. Далее откройте модель `Глава_5_задача_1_2.engee`. Дважды щелкнув на блок State-Space, заполните Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÐµÐ¹ `A`, `B`, `C`, и `D` Ñ Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñми `A_rob_c`, `B_rob_c`, `C_rob_c`, `D_rob_c`.\r\n7. УÑтановите значение **Final Value** в блоке **Step** равным 1.\r\n8. ЗапуÑтите модель."],"id":"f4338b38","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"2530f07f"}},{"cell_type":"markdown","source":["#### <span style=\"background-color: #c2ebff\">Результат</span>"],"id":"8ac1b2f3","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":1,"codeOutputHidden":false,"isClosedParagraph":true,"isDisplay":true},"id":"8d6c9e88"}},{"cell_type":"markdown","source":[""],"id":"703b109c","attachments":{"Решение 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"56f85697"}},{"cell_type":"markdown","source":["## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.2</span></div>\r\n\r\nПроверка ÑиÑтемы на линейноÑÑ‚ÑŒ\r\n\r\n1. Ð’ модели `Глава_5_задача_1_2.engee` уÑтановите значение **Final Value** блока **Step** равным `10`. \r\n2. ЗапуÑтите модель."],"id":"23c3aba5","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"b1191142"}},{"cell_type":"markdown","source":["#### <span style=\"background-color: #c2ebff\">Результат</span>"],"id":"c86e9fe5","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":2,"codeOutputHidden":false,"isClosedParagraph":true,"isDisplay":true},"id":"0968c93c"}},{"cell_type":"markdown","source":["\r\n\r\n\r\n"],"id":"17de0e38","attachments":{"проверка 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Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"be0cf4d4"}},{"cell_type":"markdown","source":["\r\n##### Комментарий\r\nПри увеличении входного Ñигнала в 10 раз выходной Ñигнал также увеличилÑÑ Ð² 10 раз. Ðто закономерноÑÑ‚ÑŒ показывает, что Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð½Ð°Ñ ÑиÑтема отвечает закону линейных ÑиÑтем. "],"id":"73bd6ad2","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"bdf1f5e9"}},{"cell_type":"markdown","source":["## ЧаÑÑ‚ÑŒ 2 - Управление Ñ Ð¾Ð±Ñ€Ð°Ñ‚Ð½Ð¾Ð¹ ÑвÑзью Ñ Ð¿Ð¾Ð¼Ð¾Ñ‰ÑŒÑŽ ПИД-регулÑтора"],"id":"938dc08f","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"a0b9cb64"}},{"cell_type":"markdown","source":["Во второй чаÑти проекта вы поÑтроите замкнутую ÑиÑтему управлениÑ, где в качеÑтве контроллера будете иÑпользовать ПИД-регулÑтор. "],"id":"070a6f05","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"f10c23dd"}},{"cell_type":"markdown","source":["## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.3</span></div>"],"id":"7955c64c","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"e78b2d9d"}},{"cell_type":"markdown","source":["1. Откройте модель `Глава_5_задача_2.engee`.\r\n2. Добавьте в модель блок ПИД-регулÑтора (**PID Controller**) (**Библиотека->ДиÑкретные**). \r\n3. ПодÑоедините выход **Сумматора-1** ко входу **ПИД-регулÑтора**, а выход **ПИД-регулÑтора** – к плюÑовому входу блока **Сумматор-2**. \r\n4. ЗапуÑтите модель."],"id":"de034b02","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"831bfd3f"}},{"cell_type":"markdown","source":["#### <span style=\"background-color: #c2ebff\">Результат</span>"],"id":"cb5eb2f9","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":1,"codeOutputHidden":false,"isClosedParagraph":true,"isDisplay":true},"id":"b84f71ee"}},{"cell_type":"markdown","source":["\r\n\r\n\r\n\r\n "],"id":"3dcc7f0b","attachments":{"Решение 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"}},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":false},"id":"d9ecdeea"}},{"cell_type":"markdown","source":["## ТеÑÑ‚ Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ñертификата\r\n<noscript><div><img src=\"https://mc.yandex.ru/watch/97656130\" style=\"position:absolute; left:-9999px;\" alt=\"\" /></div></noscript>"],"id":"dd97feca","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":true,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"2aff0cec"}},{"cell_type":"markdown","source":["<p align=\"center\">\r\n<a style=\"padding: 8px 16px;\r\n border: 3px blue;\r\n border-radius: 15px;\r\n color: white;\r\n background-color: #1b83ba;\r\n font-size: 24pt; \r\n text-decoration: none;\" href=\"https://my.etude.org/link/9dVg1oX2GgX-xmOFhi357eyhFQZ3chtnhumLSXhMTPLotP7KZP4dRA76T8rtXT6wmm5mS7qdX34R5J-5b7zlTGdGyPxZ8qQUvEYDgTm-ZYszoMIDR5DXxiwGgwCLWDHagX4Jt5NzsotbJvYEISdBXC1MY1Sb_UUxUqURuhJlZJM=?engee\"\r\n target=\"_blank\">Пройти теÑÑ‚ по разделу >></a>\r\n</p>"],"id":"38b846de","attachments":{},"metadata":{"name":"Ðазвание Ñекции","engee":{"codeOutputView":"col","isParagraph":false,"amountHideCellsInside":0,"codeOutputHidden":false,"isClosedParagraph":false,"isDisplay":true},"id":"90e6b446"}}],"nbformat_minor":5,"metadata":{"engee":{},"language_info":{"file_extension":".jl","name":"julia","version":"1.9.3"},"kernelspec":{"name":"ijulia-1.9","display_name":"IJulia 1.9.3","language":"julia"}},"nbformat":4}
\ No newline at end of file
+{
+ "nbformat": 4,
+ "nbformat_minor": 5,
+ "metadata": {
+ "kernelspec": {
+ "name": "ijulia-1.9",
+ "display_name": "IJulia 1.9.3",
+ "language": "julia"
+ },
+ "language_info": {
+ "name": "julia",
+ "file_extension": ".jl",
+ "version": "1.9.3"
+ },
+ "engee": {}
+ },
+ "cells": [
+ {
+ "id": "210db4e4",
+ "cell_type": "markdown",
+ "source": [
+ "# ÐŸÑ€Ð¾ÐµÐºÑ‚Ð½Ð°Ñ Ñ€Ð°Ð±Ð¾Ñ‚Ð° - Управление роботизированной ногой"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "994916d3",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "6ee73010",
+ "cell_type": "markdown",
+ "source": [
+ "## Введение"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "0028f5ba",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "cb6c2904",
+ "cell_type": "markdown",
+ "source": [
+ "Ð’Ñ‹ изучили, как линеаризовать модель в Ñреде **Engee**, а затем – как наÑтраивать ПИД-регулÑтор Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹ ÑиÑтемы.\r\n\r\nÐ’ данной проектной работе вы Ñможете применить полученные Ð·Ð½Ð°Ð½Ð¸Ñ Ð´Ð»Ñ Ð½Ð°Ñ…Ð¾Ð¶Ð´ÐµÐ½Ð¸Ñ Ð›Ð¡Ð¡ роботизированной ноги и Ñинтеза ПИД-регулÑтора Ð´Ð»Ñ ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸ÐµÐ¼. \r\n\r\n\r\n<p align=\"center\">6.1. Ð Ð¾Ð±Ð¾Ñ‚Ð¸Ð·Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð½Ð°Ñ Ð½Ð¾Ð³Ð°</p>\r\n\r\nКак показано на РиÑ. 6.1, ÑиÑтема роботизированной ноги может быть раÑÑмотрена как проÑтой маÑтник. КрутÑщий момент ÑлектричеÑкого Ð´Ð²Ð¸Ð³Ð°Ñ‚ÐµÐ»Ñ Ð¿Ñ€Ð¸Ð»Ð°Ð³Ð°ÐµÑ‚ÑÑ Ð² облаÑти тазобедренного ÑуÑтава и будет предÑтавлÑÑ‚ÑŒ Ñобой входной Ñигнал, а угол поворота ноги $\\theta$ будет предÑтавлÑÑ‚ÑŒ Ñобой выходной Ñигнал."
+ ],
+ "attachments": {
+ "роботизированнаÑ_нога_руÑ.png": {
+ "image/png": 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+ }
+ },
+ "metadata": {
+ "id": "a15566cd",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
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+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "8f760af7",
+ "cell_type": "markdown",
+ "source": [
+ "## МатематичеÑÐºÐ°Ñ Ð¼Ð¾Ð´ÐµÐ»ÑŒ проÑтого маÑтника"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "e2704308",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "4948266b",
+ "cell_type": "markdown",
+ "source": [
+ "Уравнение Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ñ€Ð¾Ñтого маÑтника выглÑдит Ñледующим образом:\r\n\r\n$$\r\n m\\times{L^2}\\times{\\ddot{\\theta}} = \\tau - m\\times{g}\\times{L}\\times{\\sin{\\theta}}-c_d\\times{\\dot{\\theta}} \\\r\n$$\r\n\r\nгде $L$ – длина маÑтника, $\\tau$ – крутÑщий момент, $\\theta$ – угол поворота маÑтника, $m$ – маÑÑа маÑтника, $g$ – уÑкорение Ñвободного падениÑ.\r\n\r\nПриÑутÑтвие функции ÐºÐ¾Ð»ÐµÐ±Ð°Ð½Ð¸Ñ Ð² уравнении Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ñ€Ð¾Ñтого маÑтника показывает, что Ð´Ð°Ð½Ð½Ð°Ñ ÑиÑтема ÑвлÑетÑÑ Ð½ÐµÐ»Ð¸Ð½ÐµÐ¹Ð½Ð¾Ð¹. Ðиже вам даетÑÑ Ð¼Ð¾Ð´ÐµÐ»ÑŒ данной ÑиÑтемы, ÑÐ´ÐµÐ»Ð°Ð½Ð½Ð°Ñ Ð² Ñреде **Engee**, так что можно Ñразу переходить к линеаризации и наÑтройке."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "0bcb060b",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "e3c285bc",
+ "cell_type": "markdown",
+ "source": [
+ "## ОпиÑание проектной работы"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "5c2c5c21",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "0eebace4",
+ "cell_type": "markdown",
+ "source": [
+ "Ð’ данном проекте вы должны Ñинтезировать регулÑтор Ñо Ñледующими параметрами:\r\n\r\n* Ð²Ñ€ÐµÐ¼Ñ Ð¿ÐµÑ€ÐµÑ…Ð¾Ð´Ð½Ð¾Ð³Ð¾ процеÑÑа должно ÑоÑтавлÑÑ‚ÑŒ 0.8 Ñ\r\n* уровень Ð¿ÐµÑ€ÐµÑ€ÐµÐ³ÑƒÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ñ Ð´Ð¾Ð»Ð¶ÐµÐ½ был меньше 10%.\r\n\r\nПроект ÑоÑтоит из двух чаÑтей:\r\n\r\n1. в первой чаÑти вы линеаризуете ÑиÑтему Ð´Ð»Ñ Ð´Ð°Ð»ÑŒÐ½ÐµÐ¹ÑˆÐµÐ³Ð¾ анализа Ñ Ð¿Ð¾Ð¼Ð¾Ñ‰ÑŒÑŽ инÑтрументов Ð´Ð»Ñ Ð»Ð¸Ð½ÐµÐ¹Ð½Ñ‹Ñ… ÑиÑтем;\r\n2. во второй чаÑти вы добавите ПИД-регулÑтор Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ð·Ð°Ð¼ÐºÐ½ÑƒÑ‚Ð¾Ð¹ ÑиÑтемы Ñ Ð¾Ð±Ñ€Ð°Ñ‚Ð½Ð¾Ð¹ ÑвÑзью, а затем наÑтроите ПИД-регулÑтор."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "5d5b4d2f",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "669aebe3",
+ "cell_type": "markdown",
+ "source": [
+ "## ЧаÑÑ‚ÑŒ 1 - Ð›Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ñ Ð¾Ð±ÑŠÐµÐºÑ‚Ð° ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ "
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "26bce7ec",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "735fab0e",
+ "cell_type": "markdown",
+ "source": [
+ "Ð’ первой чаÑти данного проекта вы будете линеаризовать объект управлениÑ. Ð’ данном Ñлучае нашим объектом ÑƒÐ¿Ñ€Ð°Ð²Ð»ÐµÐ½Ð¸Ñ ÑвлÑетÑÑ Ñ€Ð¾Ð±Ð¾Ñ‚Ð¸Ð·Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð½Ð°Ñ Ð½Ð¾Ð³Ð°. Ð”Ð»Ñ Ð»Ð¸Ð½ÐµÐ°Ñ€Ð¸Ð·Ð°Ñ†Ð¸Ð¸ ÑиÑтемы вы будете применÑÑ‚ÑŒ знаниÑ, полученные на прошлых уроках. "
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "35e4f008",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "079b372a",
+ "cell_type": "markdown",
+ "source": [
+ "## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.1</span></div>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "2e02b213",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "7f89d9ce",
+ "cell_type": "markdown",
+ "source": [
+ "1. Откройте модель Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ `Глава_5_задача_1_1.engee`. \r\n2. ПодÑоедините блок **To CSV** Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ _\"Входной Ñигнал\"_ к выходу блока **Step**. Ð’ окне наÑтроек блока в поле File name введите Ð¸Ð¼Ñ Ñ„Ð°Ð¹Ð»Ð°: `/user/start/КурÑÑ‹/ÐšÑƒÑ€Ñ Â«ÐœÐ¾Ð´ÐµÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ðµ СÐУ»/rob_sys_In.csv`\r\n3. ПодÑоедините блок **To CSV** Ñ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸ÐµÐ¼ _\"Выходной Ñигнал\"_ к выходу блока уÑÐ¸Ð»ÐµÐ½Ð¸Ñ **Gain-1**. Ð’ окне наÑтроек блока в поле **File name** введите Ð¸Ð¼Ñ Ñ„Ð°Ð¹Ð»Ð°: `/user/start/КурÑÑ‹/ÐšÑƒÑ€Ñ Â«ÐœÐ¾Ð´ÐµÐ»Ð¸Ñ€Ð¾Ð²Ð°Ð½Ð¸Ðµ СÐУ»/rob_sys_Out.csv`\r\n4. **ЗапуÑтите модель.**\r\n\r\nÐ’ результате в рабочей папке курÑа вы должны получить два новых файла Ñ Ð² формате csv, как показано ниже:\r\n\r\n\r\n\r\n5. Затем запуÑтите Ñледующие Ñчейки:\r\n\r\n\r\n\r\n"
+ ],
+ "attachments": {
+ "input_output 2.jpg": {
+ "image/jpeg": 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+ }
+ },
+ "metadata": {
+ "id": "3f0c44b4",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "9f4dd016",
+ "cell_type": "code",
+ "source": [
+ "using ControlSystemIdentification, ControlSystemsBase, CSV, DataFrames; # подключаем нужные библиотеки\r\n\r\ndataIn = CSV.read(\"rob_sys_In.csv\", DataFrame); # Ñчитываем входные данные из файла и ÑохранÑем в переменной dataIn\r\ndataOut = CSV.read(\"rob_sys_Out.csv\", DataFrame); # Ñчитываем выходные данные из файла и ÑохранÑем в переменной dataOut\r\ndataIn_t = dataIn[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataIn_d = dataIn[:,2]; # в переменной dataIn_d храним данные входного Ñигнала \r\ndataOut_t = dataOut[:,1]; # Ñти данные не иÑпользуютÑÑ Ð² коде, можно удалить \r\ndataOut_d = dataOut[:,2]; # в переменной dataIOut_d храним данные выходного Ñигнала\r\nTs = 0.01; # Ð²Ñ€ÐµÐ¼Ñ Ð´Ð¸Ñкретизации\r\nd = iddata(dataOut_d, dataIn_d, Ts); # Ñоздаем объект идентификации данных во временном проÑтранÑтве\r\nsys_d = subspaceid(d, :auto); # запуÑкаем метод идентификации модели проÑтранÑтва ÑоÑтоÑний"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "95f60963",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "1e7da067",
+ "cell_type": "code",
+ "source": [
+ "tfModel_d = tf(sys_d); # получаем передаточную функцию Ð´Ð»Ñ Ð´Ð¸Ñкретного проÑтранÑтва времени"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "6f18e7c0",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "c5d0482f",
+ "cell_type": "code",
+ "source": [
+ "tfModel_c = d2c(tfModel_d); # получаем передаточную функцию Ð´Ð»Ñ Ð½ÐµÐ¿Ñ€ÐµÑ€Ñ‹Ð²Ð½Ð¾Ð³Ð¾ проÑтранÑтва времени"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "488b57e8",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "c94e46dd",
+ "cell_type": "code",
+ "source": [
+ "sys_c = ss(tfModel_c); # получаем модель в проÑтранÑтве ÑоÑтоÑний Ð´Ð»Ñ Ð½ÐµÐ¿Ñ€ÐµÑ€Ñ‹Ð²Ð½Ð¾Ð³Ð¾ проÑтранÑтва времени"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "b2dc2fb1",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "ce64f81a",
+ "cell_type": "code",
+ "source": [
+ "# находим матрицы A, B, C, D Ð´Ð»Ñ Ð½Ð°Ð¹Ð´ÐµÐ½Ð½Ð¾Ð¹ модели в проÑтранÑтве ÑоÑтоÑний\r\nA_rob_c = sys_c.A;\r\nB_rob_c = sys_c.B; \r\nC_rob_c = sys_c.C; \r\nD_rob_c = sys_c.D;"
+ ],
+ "execution_count": 0,
+ "outputs": [],
+ "metadata": {
+ "id": "2f2dc014",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false,
+ "outputInfo": {
+ "isExpanded": false,
+ "scrollTop": 0
+ }
+ }
+ }
+ },
+ {
+ "id": "f4338b38",
+ "cell_type": "markdown",
+ "source": [
+ "6. Далее откройте модель `Глава_5_задача_1_2.engee`. Дважды щелкнув на блок State-Space, заполните Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÐµÐ¹ `A`, `B`, `C`, и `D` Ñ Ð·Ð½Ð°Ñ‡ÐµÐ½Ð¸Ñми `A_rob_c`, `B_rob_c`, `C_rob_c`, `D_rob_c`.\r\n7. УÑтановите значение **Final Value** в блоке **Step** равным 1.\r\n8. ЗапуÑтите модель."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "2530f07f",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "8ac1b2f3",
+ "cell_type": "markdown",
+ "source": [
+ "#### <span style=\"background-color: #c2ebff\">Результат</span>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "8d6c9e88",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": true,
+ "amountHideCellsInside": 1,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "703b109c",
+ "cell_type": "markdown",
+ "source": [
+ ""
+ ],
+ "attachments": {
+ "Решение 1_Задание_1_ЧаÑÑ‚ÑŒ_1.png": {
+ "image/png": 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+ }
+ },
+ "metadata": {
+ "id": "56f85697",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": false,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "23c3aba5",
+ "cell_type": "markdown",
+ "source": [
+ "## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.2</span></div>\r\n\r\nПроверка ÑиÑтемы на линейноÑÑ‚ÑŒ\r\n\r\n1. Ð’ модели `Глава_5_задача_1_2.engee` уÑтановите значение **Final Value** блока **Step** равным `10`. \r\n2. ЗапуÑтите модель."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "b1191142",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "c86e9fe5",
+ "cell_type": "markdown",
+ "source": [
+ "#### <span style=\"background-color: #c2ebff\">Результат</span>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "0968c93c",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": true,
+ "amountHideCellsInside": 2,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "17de0e38",
+ "cell_type": "markdown",
+ "source": [
+ "\r\n\r\n\r\n"
+ ],
+ "attachments": {
+ "проверка линейноÑти.jpg": {
+ "image/jpeg": 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+ "name": "Ðазвание Ñекции",
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+ "\r\n##### Комментарий\r\nПри увеличении входного Ñигнала в 10 раз выходной Ñигнал также увеличилÑÑ Ð² 10 раз. Ðто закономерноÑÑ‚ÑŒ показывает, что Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð½Ð°Ñ ÑиÑтема отвечает закону линейных ÑиÑтем. "
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+ }
+ },
+ {
+ "id": "938dc08f",
+ "cell_type": "markdown",
+ "source": [
+ "## ЧаÑÑ‚ÑŒ 2 - Управление Ñ Ð¾Ð±Ñ€Ð°Ñ‚Ð½Ð¾Ð¹ ÑвÑзью Ñ Ð¿Ð¾Ð¼Ð¾Ñ‰ÑŒÑŽ ПИД-регулÑтора"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "a0b9cb64",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "070a6f05",
+ "cell_type": "markdown",
+ "source": [
+ "Во второй чаÑти проекта вы поÑтроите замкнутую ÑиÑтему управлениÑ, где в качеÑтве контроллера будете иÑпользовать ПИД-регулÑтор. "
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "f10c23dd",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "7955c64c",
+ "cell_type": "markdown",
+ "source": [
+ "## <div style=\"background: #d3ffd0; border-radius: 5px; padding: 5px\"><span>âœï¸Ð—адание 5.3</span></div>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "e78b2d9d",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "de034b02",
+ "cell_type": "markdown",
+ "source": [
+ "1. Откройте модель `Глава_5_задача_2.engee`.\r\n2. Добавьте в модель блок ПИД-регулÑтора (**PID Controller**) (**Библиотека->ДиÑкретные**). \r\n3. ПодÑоедините выход **Сумматора-1** ко входу **ПИД-регулÑтора**, а выход **ПИД-регулÑтора** – к плюÑовому входу блока **Сумматор-2**. \r\n4. ЗапуÑтите модель."
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "831bfd3f",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": false,
+ "isClosedParagraph": false,
+ "amountHideCellsInside": 0,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "cb5eb2f9",
+ "cell_type": "markdown",
+ "source": [
+ "#### <span style=\"background-color: #c2ebff\">Результат</span>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "b84f71ee",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": true,
+ "amountHideCellsInside": 1,
+ "codeOutputView": "col",
+ "codeOutputHidden": false
+ }
+ }
+ },
+ {
+ "id": "3dcc7f0b",
+ "cell_type": "markdown",
+ "source": [
+ "\r\n\r\n\r\n\r\n "
+ ],
+ "attachments": {
+ "Решение 1_Задание_1_ЧаÑÑ‚ÑŒ_2.png": {
+ "image/png": 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+ }
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+ "id": "d9ecdeea",
+ "name": "Ðазвание Ñекции",
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+ "cell_type": "markdown",
+ "source": [
+ "## ТеÑÑ‚ Ð´Ð»Ñ Ð¿Ð¾Ð»ÑƒÑ‡ÐµÐ½Ð¸Ñ Ñертификата\r\n<noscript><div><img src=\"https://mc.yandex.ru/watch/97656130\" style=\"position:absolute; left:-9999px;\" alt=\"\" /></div></noscript>"
+ ],
+ "attachments": {},
+ "metadata": {
+ "id": "2aff0cec",
+ "name": "Ðазвание Ñекции",
+ "engee": {
+ "isDisplay": true,
+ "isParagraph": true,
+ "isClosedParagraph": false,
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+ "id": "38b846de",
+ "cell_type": "markdown",
+ "source": [
+ "<p align=\"center\">\r\n<a style=\"padding: 8px 16px;\r\n border: 3px blue;\r\n border-radius: 15px;\r\n color: white;\r\n background-color: #1b83ba;\r\n font-size: 24pt; \r\n text-decoration: none;\" href=\"https://my.etude.org/link/9dVg1oX2GgX-xmOFhi357eyhFQZ3chtnhumLSXhMTPLotP7KZP4dRA76T8rtXT6wmm5mS7qdX34R5J-5b7zlTGdGyPxZ8qQUvEYDgTm-ZYszoMIDR5DXxiwGgwCLWDHagX4Jt5NzsotbJvYEISdBXC1MY1Sb_UUxUqURuhJlZJM=?engee\"\r\n target=\"_blank\">Пройти теÑÑ‚ по разделу >></a>\r\n</p>"
+ ],
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+ }
+ ]
+}
\ No newline at end of file
--
GitLab