{"id":548467,"date":"2024-02-07T17:22:02","date_gmt":"2024-02-07T16:22:02","guid":{"rendered":"https:\/\/simulate365.com\/?post_type=docs&#038;p=548467"},"modified":"2024-03-02T10:12:19","modified_gmt":"2024-03-02T09:12:19","password":"","slug":"flowsheet-copilot","status":"publish","type":"docs","link":"https:\/\/simulate365.com\/docs\/flowsheet-copilot\/","title":{"rendered":"Flowsheet Copilot"},"content":{"rendered":"\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">What is the Flowsheet Copilot?<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Copilot is an AI-supported application developed by Simulate 365 to create and optimize DWSIM flowsheets. Copilot allows to navigate through a generated solution space for your simulation by defining an objective function for multi-criteria optimization and to download the 5 best flowsheet for validation and fine-tuning.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Who can benefit from ?<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Copilot can be useful for a wide range of users, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Researchers who want to evaluate new separation processes.<\/li>\n\n\n\n<li>Engineers who are designing new processes including separation section or plan to improve existing ones, and need to identify the optimal design.<\/li>\n\n\n\n<li>Operations managers who want to improve efficiency and reduce costs by identifying the most cost and product efficient design.<\/li>\n\n\n\n<li>Anyone who wants to avoid the trial and error associated with flowsheet simulation.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Getting Started with Flowsheet Copilot:<\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Prerequisites<br>You need a DWSIM flowsheet that contains the components you want to separate.<\/li>\n\n\n\n<li>Simulate 365 account<br>Copilot is a web-based application on our Simulate 365 Dashboard.<br>To access Dashboard, sign up via <a href=\"https:\/\/simulate365.com\/registration\/\">https:\/\/simulate365.com\/registration\/<\/a>, activate your account and access Dashboard on <a href=\"https:\/\/dashboard.simulate365.com\/\">https:\/\/dashboard.simulate365.com\/<\/a>.<\/li>\n\n\n\n<li>Copilot Access<br>Login to Simulate 365 to get your license in the shop. You can get a 2-week free trial to try Copilot.<\/li>\n<\/ol>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tutorial<\/strong><\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The Flowsheet Copilot can create separation sections for Ideal Mixture Distillation, Minimum-boiling azeotropic distillation using Pressure Swing Distillation or Extractive Distillation, and simple Absorption.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Tutorial &#8211; Distillation<\/strong><\/h3>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Ideal Mixture Distillation<\/strong><\/h3>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We use the simple three-component separation of an Acetone-Butanol-Ethanol mixture to demonstrate how Flowsheet Copilot generates flowsheets.<\/p>\n\n\n\n<p>In a multicomponent distillation process, multiple distillation columns are used to separate all components. The sequence in which these columns are arranged is known as column sequencing. Copilot generates flowsheets for all sequences:<\/p>\n\n\n\n<p><strong>Sequence 1:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1.png\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"345\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1-1024x345.png\" alt=\"\" class=\"wp-image-548737\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1-1024x345.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1-300x101.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1-768x259.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1-1536x518.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-1.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Sequence 2:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2.png\"><img decoding=\"async\" width=\"1024\" height=\"340\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2-1024x340.png\" alt=\"\" class=\"wp-image-548738\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2-1024x340.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2-300x100.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2-768x255.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2-1536x510.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-2.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p><strong>Step 1: Upload the DWSIM flowsheet<\/strong><\/p>\n\n\n\n<p>Upload an (empty) DWSIM flowsheet containing your separation components to Simulate 365 Dashboard and let it analyze.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1.png\"><img decoding=\"async\" width=\"1024\" height=\"294\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1-1024x294.png\" alt=\"\" class=\"wp-image-548617\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1-1024x294.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1-300x86.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1-768x220.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1-1536x441.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/1.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Step 2: Create your Experiment<\/strong><\/p>\n\n\n\n<p>a) Right-click on your flowsheet and access \u201cFlowsheet Copilot\u201d.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"429\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2-1024x429.jpg\" alt=\"\" class=\"wp-image-548619\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2-1024x429.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2-300x126.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2-768x322.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2-1536x643.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/2.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>b) Create a \u201cNew Experiment\u201d and define a name and the property package and select the separation method.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"397\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3-1024x397.jpg\" alt=\"\" class=\"wp-image-548620\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3-1024x397.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3-300x116.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3-768x298.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3-1536x596.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/3.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>c) Select the components you want to separate and the desired purity for each of their respective outlet streams. You can also add components from the DWSIM database to be used for the simulation. Each component tagged with \u201cSeparation\u201d will be separated in a separate product stream.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4-1024x435.jpg\" alt=\"\" class=\"wp-image-548621\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4-1024x435.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4-300x127.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4-768x326.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4-1536x652.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/4.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>d) Define your feed stream properties.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"673\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5-1024x673.png\" alt=\"\" class=\"wp-image-548622\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5-1024x673.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5-300x197.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5-768x505.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/5.png 1236w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>e) Define ranges for your unit operation specifications. For the Ideal Distillation method, you can vary the number of stages and feed stage (together defined using the number of stages from feed to top and bottom to feed), the top\/condenser pressure, reflux ratio and bottom product flow rate as specifications and heater temperatures that pre-heat your streams before entering the distillation columns.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"431\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6-1024x431.jpg\" alt=\"\" class=\"wp-image-548623\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6-1024x431.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6-300x126.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6-768x323.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6-1536x646.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/6.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>f) (Optional) Define the convergence timeout and internal and external tolerances for your flowsheet. These features can be used to influence the convergence of complicated or large flowsheets. You can also define maximum process costs that will be considered in the optimization.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"422\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7-1024x422.jpg\" alt=\"\" class=\"wp-image-548624\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7-1024x422.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7-300x124.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7-768x317.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7-1536x634.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/7.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>g) Save the experiment.<\/p>\n\n\n\n<p><strong>Step 3: Run the optimization<\/strong><\/p>\n\n\n\n<p>Start the flowsheet generation and optimization from your Dashboard, after saving the experiment. You can refresh the page from time to time, to view first results and see your experiment progress.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"396\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8-1024x396.jpg\" alt=\"\" class=\"wp-image-548625\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8-1024x396.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8-300x116.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8-768x297.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8-1536x594.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/8.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Step 4: Navigate through the solution space<\/strong><\/p>\n\n\n\n<p>a) After your calculation is finished, you can view results for all generated, converged or non-converged, flowsheets in the Data tab. For each generated flowsheet, you can view the defined unit operation specifications (inputs) and total energy consumption, Capex and Opex costs, as well as product purities for each component (outputs).<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"467\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9-1024x467.jpg\" alt=\"\" class=\"wp-image-548626\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9-1024x467.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9-300x137.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9-768x350.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9-1536x700.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/9.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10-1024x427.png\" alt=\"\" class=\"wp-image-548627\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10-1024x427.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10-300x125.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10-768x320.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10-1536x641.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/10.png 1891w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>b) In the Graphs tab, you can navigate through all calculated solutions and inspect interesting areas by zooming in.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"460\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11-1024x460.jpg\" alt=\"\" class=\"wp-image-548628\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11-1024x460.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11-300x135.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11-768x345.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11-1536x690.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/11.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"459\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12-1024x459.png\" alt=\"\" class=\"wp-image-548629\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12-1024x459.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12-300x135.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12-768x345.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12-1536x689.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/12.png 1899w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The graphs are created for each generated sequence.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"459\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13-1024x459.jpg\" alt=\"\" class=\"wp-image-548630\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13-1024x459.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13-300x135.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13-768x344.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13-1536x689.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/13.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>c) You can also investigate your solution space by defining search criteria among all calculated flowsheets and sort the results by best purity\u2026<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14-1024x435.jpg\" alt=\"\" class=\"wp-image-548632\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14-1024x435.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14-300x128.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14-768x326.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14-1536x653.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/14.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u2026or pareto-optimal solution based on your objective function.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15-1024x435.jpg\" alt=\"\" class=\"wp-image-548634\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15-1024x435.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15-300x127.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15-768x326.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15-1536x652.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/15.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>d) Download your best flowsheet(s) by selecting them from the resulting plot<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"314\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16-1024x314.jpg\" alt=\"\" class=\"wp-image-548635\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16-1024x314.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16-300x92.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16-768x235.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16-1536x470.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/16.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"465\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17-1024x465.jpg\" alt=\"\" class=\"wp-image-548636\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17-1024x465.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17-300x136.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17-768x348.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17-1536x697.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/17.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Minimum-boiling azeotropes with Pressure Swing Distillation<\/strong><\/h3>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Pressure Swing Distillation (PSD) is used to separate two-component non-ideal mixtures with pressure-sensitive azeotropes using two distillation columns which are operated in sequence at two different pressures.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"377\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3-1024x377.jpg\" alt=\"\" class=\"wp-image-548741\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3-1024x377.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3-300x110.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3-768x282.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3-1536x565.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-3.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>The experiment follows the same strategy as for Ideal Distillation with small differences in the set-up:<\/p>\n\n\n\n<p>1.<strong>Components:<\/strong> You can only use two components for the simulation<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"363\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18-1024x363.jpg\" alt=\"\" class=\"wp-image-548637\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18-1024x363.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18-300x106.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18-768x272.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18-1536x545.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/18.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>2. <strong>Streams:<br><\/strong>You define which component is the low-boiling or and high-boiling component at the defined pressure in the first column. The high-boiling component is expected to be the main bottom product of the first column.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"422\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1-1024x422.jpg\" alt=\"\" class=\"wp-image-548638\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1-1024x422.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1-300x124.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1-768x316.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1-1536x633.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/19-1.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>3. <strong>Specifications:<\/strong><br>You can vary the number of stages and feed stage (together defined using the number of stages from feed to top and bottom to feed), the top\/condenser pressure, reflux ratio and bottom product flow rate as specifications and the swing pressure, meaning the expected pressure for the second column.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"446\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20-1024x446.jpg\" alt=\"\" class=\"wp-image-548639\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20-1024x446.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20-300x131.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20-768x335.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20-1536x670.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/20.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Minimum-boiling azeotropes with Extractive Distillation<\/strong><\/h3>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><em>Currently under review<\/em><\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tutorial \u2013 Absorption<\/strong><\/h2>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Simple Absorption<\/strong><\/h3>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"372\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4-1024x372.png\" alt=\"\" class=\"wp-image-548742\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4-1024x372.png 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4-300x109.png 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4-768x279.png 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4-1536x558.png 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/Sequence-4.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p>Copilot can also generate and optimize flowsheets for gas-liquid absorption where a specific gas from the gas mixture is separated by using an appropriate solvent.<\/p>\n\n\n\n<p>The experiment follows the same strategy as for Ideal Distillation with small differences in the set-up:<\/p>\n\n\n\n<p>1. <strong>Components:<\/strong> You can select the components to be separated, similarly to distillation, as well as one component that serves as solvent. Instead of product purities, you define the mass recovery of each separation component in the outlet gas stream.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"410\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21-1024x410.jpg\" alt=\"\" class=\"wp-image-548640\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21-1024x410.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21-300x120.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21-768x308.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21-1536x615.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/21.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>2. Streams:<\/strong><\/p>\n\n\n\n<p>You define two inlet streams: The gas feed stream, similarly as in Distillation, and the pure solvent stream.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"413\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1-1024x413.jpg\" alt=\"\" class=\"wp-image-548645\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1-1024x413.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1-300x121.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1-768x310.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1-1536x619.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/22-1.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23-1024x357.jpg\" alt=\"\" class=\"wp-image-548644\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23-1024x357.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23-300x105.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23-768x268.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23-1536x536.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/23.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>3. Specifications:<\/strong><\/p>\n\n\n\n<p>You can vary the number of stages, column top pressure, solvent temperature and solvent flowrate as specifications.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"391\" src=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24-1024x391.jpg\" alt=\"\" class=\"wp-image-548642\" srcset=\"https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24-1024x391.jpg 1024w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24-300x115.jpg 300w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24-768x294.jpg 768w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24-1536x587.jpg 1536w, https:\/\/simulate365.com\/wp-content\/uploads\/2024\/02\/24.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>What is the Flowsheet Copilot? Copilot is an AI-supported application developed by Simulate 365 to create and optimize DWSIM flowsheets. Copilot allows to navigate through a generated solution space for your simulation by defining an objective function for multi-criteria optimization and to download the 5 best flowsheet for validation and fine-tuning. Who can benefit from [&hellip;]<\/p>\n","protected":false},"author":169,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"doc_category":[298],"doc_tag":[],"class_list":["post-548467","docs","type-docs","status-publish","hentry","doc_category-db-applications"],"year_month":"2026-05","word_count":930,"total_views":0,"reactions":{"happy":0,"normal":0,"sad":0},"author_info":{"name":"Anna Wolna","author_nicename":"awcapital-gain-eu","author_url":"https:\/\/simulate365.com\/author\/awcapital-gain-eu\/"},"doc_category_info":[{"term_name":"Simulate 365 applications","term_url":"https:\/\/simulate365.com\/docs-category\/db-applications\/"}],"doc_tag_info":[],"_links":{"self":[{"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/docs\/548467","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/users\/169"}],"replies":[{"embeddable":true,"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/comments?post=548467"}],"version-history":[{"count":0,"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/docs\/548467\/revisions"}],"wp:attachment":[{"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/media?parent=548467"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/doc_category?post=548467"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/simulate365.com\/wp-json\/wp\/v2\/doc_tag?post=548467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}