<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Automation |</title><link>https://built-insight.org/tags/automation/</link><atom:link href="https://built-insight.org/tags/automation/index.xml" rel="self" type="application/rss+xml"/><description>Automation</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Sun, 12 Jul 2026 00:00:00 +0000</lastBuildDate><image><url>https://built-insight.org/media/icon_hu_fd0abffec172bb64.png</url><title>Automation</title><link>https://built-insight.org/tags/automation/</link></image><item><title>Smart Construction Flow Integration Practice</title><link>https://built-insight.org/courses/smart-construction-flow-integration/</link><pubDate>Sun, 12 Jul 2026 00:00:00 +0000</pubDate><guid>https://built-insight.org/courses/smart-construction-flow-integration/</guid><description>&lt;p&gt;A hands-on graduate practicum in delivering the right engineering information, to the right stakeholder, at the right time.&lt;/p&gt;
&lt;h2 id="overview"&gt;Overview&lt;/h2&gt;
&lt;p&gt;Digital transformation in engineering organizations fails most often not from a lack of data, but from a lack of &lt;strong&gt;flow&lt;/strong&gt; — information sits in the wrong format, reaches the wrong person, or arrives too late to matter. This course equips students to deliver engineering information to appropriate stakeholders in a suitable format and timely manner through three progressive themes: &lt;strong&gt;information architecture, digital twin planning, and low-code automation&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;The three themes build on one another like a foundation, a structure, and a data pipeline: students first establish governance theory and standards, then design digital twin deployments on top of that foundation, and finally automate the flow between them.&lt;/p&gt;
&lt;h2 id="what-youll-learn"&gt;What You&amp;rsquo;ll Learn&lt;/h2&gt;
&lt;div class="hb-cards mt-4 grid gap-4 not-prose" style="--hb-cols: 1;"&gt;
&lt;a
class="hb-card group"&gt;
&lt;span class="hb-card-title pt-4 px-4"&gt;
&lt;svg style="height: 1em; width: 1em;" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"&gt;&lt;path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M3.75 6A2.25 2.25 0 0 1 6 3.75h2.25A2.25 2.25 0 0 1 10.5 6v2.25a2.25 2.25 0 0 1-2.25 2.25H6a2.25 2.25 0 0 1-2.25-2.25zm0 9.75A2.25 2.25 0 0 1 6 13.5h2.25a2.25 2.25 0 0 1 2.25 2.25V18a2.25 2.25 0 0 1-2.25 2.25H6A2.25 2.25 0 0 1 3.75 18zM13.5 6a2.25 2.25 0 0 1 2.25-2.25H18A2.25 2.25 0 0 1 20.25 6v2.25A2.25 2.25 0 0 1 18 10.5h-2.25a2.25 2.25 0 0 1-2.25-2.25zm0 9.75a2.25 2.25 0 0 1 2.25-2.25H18a2.25 2.25 0 0 1 2.25 2.25V18A2.25 2.25 0 0 1 18 20.25h-2.25A2.25 2.25 0 0 1 13.5 18z"/&gt;&lt;/svg&gt;Information Architecture&lt;/span&gt;&lt;div class="hb-card-subtitle"&gt;Data governance theory, international standards, and applied technologies&lt;/div&gt;&lt;/a&gt;
&lt;a
class="hb-card group"&gt;
&lt;span class="hb-card-title pt-4 px-4"&gt;
&lt;svg style="height: 1em; width: 1em;" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"&gt;&lt;path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m21 7.5l-2.25-1.312M21 7.5v2.25m0-2.25l-2.25 1.313M3 7.5l2.25-1.312M3 7.5l2.25 1.313M3 7.5v2.25m9 3l2.25-1.312M12 12.75l-2.25-1.312M12 12.75V15m0 6.75l2.25-1.312M12 21.75V19.5m0 2.25l-2.25-1.312m0-16.875L12 2.25l2.25 1.313M21 14.25v2.25l-2.25 1.313m-13.5 0L3 16.5v-2.25"/&gt;&lt;/svg&gt;Digital Twin Deployment&lt;/span&gt;&lt;div class="hb-card-subtitle"&gt;Planning digital twins for real construction and facility contexts&lt;/div&gt;&lt;/a&gt;
&lt;a
class="hb-card group"&gt;
&lt;span class="hb-card-title pt-4 px-4"&gt;
&lt;svg style="height: 1em; width: 1em;" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"&gt;&lt;path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m3.75 13.5l10.5-11.25L12 10.5h8.25L9.75 21.75L12 13.5z"/&gt;&lt;/svg&gt;Low-Code Automation&lt;/span&gt;&lt;div class="hb-card-subtitle"&gt;Building executable workflows that move data without manual rework&lt;/div&gt;&lt;/a&gt;
&lt;/div&gt;
&lt;h2 id="course-format"&gt;Course Format&lt;/h2&gt;
&lt;div class="hb-steps"&gt;
&lt;h3 id="foundation--information-architecture"&gt;Foundation — Information Architecture&lt;/h3&gt;
&lt;p&gt;Establish the theory, standards, and applied technologies behind engineering data governance.&lt;/p&gt;
&lt;h3 id="structure--digital-twin-planning"&gt;Structure — Digital Twin Planning&lt;/h3&gt;
&lt;p&gt;Design digital twin deployments for real or simulated construction and facility scenarios.&lt;/p&gt;
&lt;h3 id="pipeline--low-code-automation"&gt;Pipeline — Low-Code Automation&lt;/h3&gt;
&lt;p&gt;Build executable, low-code workflows that connect the architecture and the twin into a working system.&lt;/p&gt;
&lt;h3 id="capstone--integrated-solution"&gt;Capstone — Integrated Solution&lt;/h3&gt;
&lt;p&gt;Propose a complete smart construction flow integration solution combining all three themes for a project of your choosing.&lt;/p&gt;
&lt;/div&gt;
&lt;h2 id="learning-outcomes"&gt;Learning Outcomes&lt;/h2&gt;
&lt;p&gt;By the end of this course, students will be able to:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Apply data governance theory and international standards to engineering information architecture&lt;/li&gt;
&lt;li&gt;Plan digital twin deployments appropriate to a given construction or facility context&lt;/li&gt;
&lt;li&gt;Design and build executable low-code automation workflows&lt;/li&gt;
&lt;li&gt;Propose an integrated smart construction solution that supports digital transformation in engineering organizations&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="course-details"&gt;Course Details&lt;/h2&gt;
&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Credits&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Semester&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Year 116, Spring (碩一下)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Level&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Graduate&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Language&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;English&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;&lt;strong&gt;Format&lt;/strong&gt;&lt;/td&gt;
&lt;td&gt;Studio-style practicum + capstone integration project&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;div class="callout flex px-4 py-3 mb-6 rounded-md border-l-4 bg-blue-100 dark:bg-blue-900 border-blue-500"
data-callout="note"
data-callout-metadata=""&gt;
&lt;span class="callout-icon pr-3 pt-1 text-blue-600 dark:text-blue-300"&gt;
&lt;svg height="24" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"&gt;&lt;path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m16.862 4.487l1.687-1.688a1.875 1.875 0 1 1 2.652 2.652L6.832 19.82a4.5 4.5 0 0 1-1.897 1.13l-2.685.8l.8-2.685a4.5 4.5 0 0 1 1.13-1.897zm0 0L19.5 7.125"/&gt;&lt;/svg&gt;
&lt;/span&gt;
&lt;div class="callout-content dark:text-neutral-300"&gt;
&lt;div class="callout-title font-semibold mb-1"&gt;Note&lt;/div&gt;
&lt;div class="callout-body"&gt;&lt;p&gt;This course is offered as part of the graduate curriculum at NTUT Civil Engineering, under the BuiltInsight Lab research program in semantic digital twins and automation.&lt;/p&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;/div&gt;</description></item><item><title>A Plug-and-Play Semantic Execution Framework for Reusable Cross-Domain Automation in Digital Twins</title><link>https://built-insight.org/publications/isarc-2026-plugplay/</link><pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate><guid>https://built-insight.org/publications/isarc-2026-plugplay/</guid><description>&lt;p&gt;🏆 &lt;strong&gt;Best Paper Award&lt;/strong&gt; — 43rd International Symposium on Automation and Robotics in Construction (ISARC 2026), Singapore.&lt;/p&gt;</description></item></channel></rss>