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	<title>#stem Archives - Perceptual Robotics</title>
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	<description>Automated wind turbine inspections</description>
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	<title>#stem Archives - Perceptual Robotics</title>
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	<item>
		<title>Celebrating International Women’s Day</title>
		<link>https://www.perceptual-robotics.com/celebrating-international-women-day/</link>
		
		<dc:creator><![CDATA[Lucia Roca]]></dc:creator>
		<pubDate>Sun, 08 Mar 2026 10:00:37 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#bladeinspections]]></category>
		<category><![CDATA[#Dhalion]]></category>
		<category><![CDATA[#drone]]></category>
		<category><![CDATA[#EfficiencyUnlocked]]></category>
		<category><![CDATA[#energy]]></category>
		<category><![CDATA[#IndustryInsights]]></category>
		<category><![CDATA[#maintenance]]></category>
		<category><![CDATA[#offshorewindenergy]]></category>
		<category><![CDATA[#OperationalEfficiency]]></category>
		<category><![CDATA[#operations]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#PostRepair]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#Safety]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[#uav]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[bladeexpert]]></category>
		<category><![CDATA[bladerepair]]></category>
		<category><![CDATA[blades]]></category>
		<category><![CDATA[droneinspection]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[inspection]]></category>
		<category><![CDATA[offshorewind]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<category><![CDATA[windenergy]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=87238</guid>

					<description><![CDATA[<p>At Perceptual Robotics, we stand with women who have been silenced, discriminated against, or erased because of their gender.</p>
<p>We stand for equal rights for all - regardless of gender, race, sexual orientation, age, nationality, or any other distinction.</p>
<p>The post <a href="https://www.perceptual-robotics.com/celebrating-international-women-day/">Celebrating International Women’s Day</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><span style="font-weight: 400;">At </span><b>Perceptual Robotics</b><span style="font-weight: 400;">, we stand with women who have been silenced, discriminated against, or erased because of their gender.</span></p>
<p><span style="font-weight: 400;">We stand for equal rights for all &#8211; regardless of gender, race, sexual orientation, age, nationality, or any other distinction.</span></p>
<p><span style="font-weight: 400;">While progress has been made in some parts of the world, equality is far from universal. That’s why we choose to speak up today and act every day, by empowering women in our company and honoring female scientists through our drone systems.</span></p>
<p><span style="font-weight: 400;">Because equality isn’t a one-day statement. It’s continuous work toward a future where everyone is heard and has equal opportunity.</span></p>
<p>The post <a href="https://www.perceptual-robotics.com/celebrating-international-women-day/">Celebrating International Women’s Day</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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		<title>Why Post-Repair Inspections Matter</title>
		<link>https://www.perceptual-robotics.com/why-post-repair-inspections-matter/</link>
		
		<dc:creator><![CDATA[Irenie Karachaliou]]></dc:creator>
		<pubDate>Fri, 27 Feb 2026 11:07:36 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#bladeinspections]]></category>
		<category><![CDATA[#Dhalion]]></category>
		<category><![CDATA[#drone]]></category>
		<category><![CDATA[#EfficiencyUnlocked]]></category>
		<category><![CDATA[#energy]]></category>
		<category><![CDATA[#IndustryInsights]]></category>
		<category><![CDATA[#maintenance]]></category>
		<category><![CDATA[#offshorewindenergy]]></category>
		<category><![CDATA[#OperationalEfficiency]]></category>
		<category><![CDATA[#operations]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#PostRepair]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#Safety]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[#uav]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[bladeexpert]]></category>
		<category><![CDATA[bladerepair]]></category>
		<category><![CDATA[blades]]></category>
		<category><![CDATA[droneinspection]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[inspection]]></category>
		<category><![CDATA[offshorewind]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<category><![CDATA[windenergy]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=87226</guid>

					<description><![CDATA[<p>Repairing damaged equipment identified in wind turbine drone inspections  is only part of the story, ensuring the repair is effective and safe is just as critical. That’s where post-repair inspections come in.</p>
<p>The post <a href="https://www.perceptual-robotics.com/why-post-repair-inspections-matter/">Why Post-Repair Inspections Matter</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><span style="font-weight: 400;">Repairing damaged equipment identified in wind turbine drone inspections  is only part of the story, ensuring the repair is effective and safe is just as critical. That’s where post-repair inspections come in.</span></p>
<p><span style="font-weight: 400;">Our systems deliver </span><b>fast, accurate post-repair assessments</b><span style="font-weight: 400;">, helping operators and even repair companies  to:</span></p>
<ul>
<li style="font-weight: 400;" aria-level="1"><b>Check repair quality</b><span style="font-weight: 400;"> and ensure standards are met</span><span style="font-weight: 400;">
<p></span></li>
<li style="font-weight: 400;" aria-level="1"><b>Spot remaining or secondary damage in the repair</b><span style="font-weight: 400;"> early</span><span style="font-weight: 400;">
<p></span></li>
<li style="font-weight: 400;" aria-level="1"><b>Minimise downtime</b><b>
<p></b></li>
<li style="font-weight: 400;" aria-level="1"><b>Enhance safety</b><span style="font-weight: 400;"> for people and equipment</span><span style="font-weight: 400;">
<p></span></li>
<li style="font-weight: 400;" aria-level="1"><b>Support documentation and compliance</b><span style="font-weight: 400;">
<p></span></li>
</ul>
<p><span style="font-weight: 400;">A repair isn’t complete until it’s been validated and is appropriately monitored. By combining high-resolution drone inspections, AI analysis, and actionable insights, which include the Repair Module for Repair Management, as well as the Repair Now Ratio and the possibility to upload any pdf to a specific turbine or damage,  we ensure that every repair is not just done, but done right and monitored as needed. </span></p>
<p><span style="font-weight: 400;">In industries where downtime is costly and safety is critical, accountability and post-repair inspections are essential.</span></p>
<p>The post <a href="https://www.perceptual-robotics.com/why-post-repair-inspections-matter/">Why Post-Repair Inspections Matter</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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		<title>Building confidence in AI-driven wind blade damage assessment</title>
		<link>https://www.perceptual-robotics.com/building-confidence-in-ai-driven-wind-blade-damage-assessment/</link>
		
		<dc:creator><![CDATA[Irenie Karachaliou]]></dc:creator>
		<pubDate>Thu, 26 Feb 2026 08:45:46 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#bladeinspections]]></category>
		<category><![CDATA[#Dhalion]]></category>
		<category><![CDATA[#drone]]></category>
		<category><![CDATA[#EfficiencyUnlocked]]></category>
		<category><![CDATA[#energy]]></category>
		<category><![CDATA[#IndustryInsights]]></category>
		<category><![CDATA[#offshorewindenergy]]></category>
		<category><![CDATA[#OperationalEfficiency]]></category>
		<category><![CDATA[#operations]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[#uav]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[bladeexpert]]></category>
		<category><![CDATA[bladerepair]]></category>
		<category><![CDATA[blades]]></category>
		<category><![CDATA[droneinspection]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[offshorewind]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<category><![CDATA[windenergy]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=87222</guid>

					<description><![CDATA[<p>Trust in inspection results is critical when decisions affect safety, availability and long-term asset health. That’s why we regularly ask our clients and technical reviewers to assess their confidence in the outputs of our AI-based damage detection and classification system, as presented through our web portal.</p>
<p>The post <a href="https://www.perceptual-robotics.com/building-confidence-in-ai-driven-wind-blade-damage-assessment/">Building confidence in AI-driven wind blade damage assessment</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><span style="font-weight: 400;">Trust in inspection results is critical when decisions affect safety, availability and long-term asset health. That’s why we regularly ask our clients and technical reviewers to assess their confidence in the outputs of our AI-based damage detection and classification system, as presented through our web portal.</span></p>
<p><span style="font-weight: 400;">Across the most recent confidence surveys, including two involving experienced blade specialists reviewing data at specialist-portal level, the feedback shows consistent strengths:</span></p>
<ul>
<li><b>High confidence in report clarity and completeness</b><span style="font-weight: 400;">, with scores clustering in the upper range, supporting efficient technical review and decision-making.</span><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;"> • </span><b>Strong confidence in damage detection and classification for the most common blade damage types</b><span style="font-weight: 400;">, particularly erosion and open bond lines, which are critical drivers for maintenance planning.</span><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;"> • </span><b>Positive confidence in repair prioritisation recommendations</b><span style="font-weight: 400;">, especially among Blade Experts working with detailed damage data.</span><span style="font-weight: 400;"><br />
</span><span style="font-weight: 400;"> • </span><b>Consistent confidence in repair decision support</b><span style="font-weight: 400;">, indicating that our outputs are considered reliable inputs rather than black-box results.</span></li>
</ul>
<p><span style="font-weight: 400;">Importantly, surveys of Blade Experts reflect feedback from </span><b>highly experienced structural and materials specialists</b><span style="font-weight: 400;">, using the Specialist part of the portal. While surveys on the End User Portal reflect the feedback from Repair and Asset Owner companies with experience in Repair and Cost management. Their combined input confirms that AI-supported inspections can be trusted not only at Blade Expert level, but also at Operator level.</span></p>
<p><span style="font-weight: 400;">The surveys also provide clear guidance on where to continue improving: notably expanded damage classification options, reinforcing the value of continuous feedback in strengthening confidence further.</span></p>
<p><span style="font-weight: 400;">We see this ongoing dialogue with users as essential: confidence is not claimed, it is earned, inspection by inspection, dataset by dataset.</span></p>
<p>The post <a href="https://www.perceptual-robotics.com/building-confidence-in-ai-driven-wind-blade-damage-assessment/">Building confidence in AI-driven wind blade damage assessment</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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		<title>DJI models we support</title>
		<link>https://www.perceptual-robotics.com/dji-models-we-support/</link>
		
		<dc:creator><![CDATA[Irenie Karachaliou]]></dc:creator>
		<pubDate>Wed, 18 Feb 2026 10:44:36 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#bladeinspections]]></category>
		<category><![CDATA[#Dhalion]]></category>
		<category><![CDATA[#dji]]></category>
		<category><![CDATA[#drone]]></category>
		<category><![CDATA[#EfficiencyUnlocked]]></category>
		<category><![CDATA[#energy]]></category>
		<category><![CDATA[#IndustryInsights]]></category>
		<category><![CDATA[#offshorewindenergy]]></category>
		<category><![CDATA[#OperationalEfficiency]]></category>
		<category><![CDATA[#operations]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[#uav]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[bladeexpert]]></category>
		<category><![CDATA[bladerepair]]></category>
		<category><![CDATA[blades]]></category>
		<category><![CDATA[droneinspection]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[offshorewind]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<category><![CDATA[windenergy]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=87216</guid>

					<description><![CDATA[<p>At Perceptual Robotics we develop automation for drones for wind turbine inspections. Our latest systems are fully compatible with some of the platforms of the top 1 world drone providers, DJI, so anyone can carry out automated inspections anywhere.</p>
<p>The post <a href="https://www.perceptual-robotics.com/dji-models-we-support/">DJI models we support</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><b>At Perceptual Robotics we develop automation for drones for wind turbine inspections. Our latest systems are fully compatible with some of the platforms of the top 1 world drone providers, DJI, so anyone can carry out automated inspections anywhere.</b></p>
<p><span style="font-weight: 400;">Our solutions are currently deployed on:</span></p>
<ul>
<li style="font-weight: 400;" aria-level="1"><b>DJI Matrice 300 &amp; 350 RTK</b><span style="font-weight: 400;">, supporting complex, mission-critical inspection workflows, including tower inspections</span><span style="font-weight: 400;">
<p></span></li>
<li style="font-weight: 400;" aria-level="1"><b>DJI Mavic 3 (E/T) &amp; Matrice 4/ 4T</b><span style="font-weight: 400;">, enabling rapid, efficient on-site inspections with minimal setup</span><span style="font-weight: 400;">
<p></span></li>
</ul>
<p><span style="font-weight: 400;">Behind the scenes, our teams work closely on evolving our systems in step with DJI’s platform updates. This ensures consistent performance, validated workflows, and long-term value for operators.</span></p>
<p><span style="font-weight: 400;">It also allows you to use an automated inspection service regardless if you are using your old existing drone or the newest ones.</span></p>
<p><span style="font-weight: 400;">Looking ahead, </span><b>support for the upcoming DJI M400 is already in development</b><span style="font-weight: 400;">, and will allow our customers to transition smoothly to next-generation platforms without rethinking their inspection stack.</span></p>
<p><span style="font-weight: 400;">When the industry leader evolves, </span><b>our solutions evolve with it</b><span style="font-weight: 400;">.</span></p>
<p>The post <a href="https://www.perceptual-robotics.com/dji-models-we-support/">DJI models we support</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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		<title>International Day of Women and Girls in Science</title>
		<link>https://www.perceptual-robotics.com/international-day-of-women-and-girls-in-science-2/</link>
		
		<dc:creator><![CDATA[Irenie Karachaliou]]></dc:creator>
		<pubDate>Wed, 11 Feb 2026 10:42:13 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#bladeinspections]]></category>
		<category><![CDATA[#Dhalion]]></category>
		<category><![CDATA[#drone]]></category>
		<category><![CDATA[#EfficiencyUnlocked]]></category>
		<category><![CDATA[#energy]]></category>
		<category><![CDATA[#IndustryInsights]]></category>
		<category><![CDATA[#offshorewindenergy]]></category>
		<category><![CDATA[#OperationalEfficiency]]></category>
		<category><![CDATA[#operations]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[#uav]]></category>
		<category><![CDATA[ai]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[bladeexpert]]></category>
		<category><![CDATA[bladerepair]]></category>
		<category><![CDATA[blades]]></category>
		<category><![CDATA[droneinspection]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[offshorewind]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<category><![CDATA[windenergy]]></category>
		<category><![CDATA[women]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=87202</guid>

					<description><![CDATA[<p>At Perceptual Robotics, our drones are named after women whose work shaped science, engineering, and computing.</p>
<p>The post <a href="https://www.perceptual-robotics.com/international-day-of-women-and-girls-in-science-2/">International Day of Women and Girls in Science</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><span style="font-weight: 400;">At Perceptual Robotics, our drones are named after women whose work shaped science, engineering, and computing.</span></p>
<ul>
<li><span style="font-weight: 400;"><strong>Ada</strong> &#8211; after </span><span style="font-weight: 400;">Ada Lovelace</span><span style="font-weight: 400;">, pioneer of early computing</span></li>
<li><span style="font-weight: 400;"><strong>Bea</strong> &#8211; honouring </span><span style="font-weight: 400;">Beatrice Shilling</span><span style="font-weight: 400;"> and </span><span style="font-weight: 400;">Beatrice Hicks</span><span style="font-weight: 400;">, trailblazers in aeronautical and space engineering</span><span style="font-weight: 400;"><br />
</span></li>
<li><span style="font-weight: 400;"><strong>Dot</strong> &#8211; inspired by </span><span style="font-weight: 400;">Dorothy Vaughan</span><span style="font-weight: 400;">, </span><span style="font-weight: 400;">Dorothy Spicer</span><span style="font-weight: 400;"> and </span><span style="font-weight: 400;">Dorothy Buchanan</span><span style="font-weight: 400;">, leaders in mathematics, aviation and civil engineering</span><span style="font-weight: 400;"><br />
</span></li>
<li><span style="font-weight: 400;"><strong>Eve</strong> &#8211; named after </span><span style="font-weight: 400;">Evelyn Boyd Granville</span><span style="font-weight: 400;">, mathematician, computing pioneer and STEM advocate</span></li>
</ul>
<p><span style="font-weight: 400;">And we’re not stopping there.</span></p>
<p><span style="font-weight: 400;">We’re already working on <strong>Flo</strong>, our newest development in wind turbine drone inspections named after Florence Violet McKenzie &#8211; Australia&#8217;s first female electrical engineer and a pioneer in radio communication. In 1939 she founded the Women&#8217;s Emergency Signalling Corps, training over 12,000 servicemen and 3,000 women in Morse code and wireless telegraphy at her own expense. Her life&#8217;s work was about equipping people with the capabilities they need, which is exactly what Flo will be designed to do: put professional-grade inspection capability directly in the hands of asset owners and service providers in the easiest way possible and with the minimum field equipment required.</span></p>
<p><span style="font-weight: 400;">Stay tuned and follow our page to be the first one to know👀.</span></p>
<p><span style="font-weight: 400;">Today we celebrate the women whose legacy continues to power innovation.</span></p>
<p>The post <a href="https://www.perceptual-robotics.com/international-day-of-women-and-girls-in-science-2/">International Day of Women and Girls in Science</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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		<title>Meet Estilla Hefter</title>
		<link>https://www.perceptual-robotics.com/meet-estilla-hefter/</link>
		
		<dc:creator><![CDATA[Irenie Karachaliou]]></dc:creator>
		<pubDate>Thu, 16 Feb 2023 11:32:11 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[#perceptualrobotics]]></category>
		<category><![CDATA[#robotics]]></category>
		<category><![CDATA[#stem]]></category>
		<category><![CDATA[#stemwomen]]></category>
		<category><![CDATA[artificialintelligence]]></category>
		<category><![CDATA[innovation]]></category>
		<category><![CDATA[renewableenergy]]></category>
		<guid isPermaLink="false">https://www.perceptual-robotics.com/?p=84026</guid>

					<description><![CDATA[<p>Whether it is ambassador work for a Woman in Science organisation or working at the core of our Autonomous Drone team, our Software Engineer Estilla Hefter has her finger on the pulse.</p>
<p>The post <a href="https://www.perceptual-robotics.com/meet-estilla-hefter/">Meet Estilla Hefter</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Whether it is ambassador work for a Women in Science organisation or working at the core of our Autonomous Drone team, our Software Engineer Estilla Hefter has her finger on the pulse.</p>
<p>Since joining last summer, Hungarian-born Estilla loves tackling the next challenge, from working on path planning to writing new features for our drones.</p>
<p>“It was always important to me to work in a company that has a positive goal. Now, working in the renewable energy industry, it really motivates me that by taking lots of little steps, hopefully we can make a big change over time.”</p>
<p>The post <a href="https://www.perceptual-robotics.com/meet-estilla-hefter/">Meet Estilla Hefter</a> appeared first on <a href="https://www.perceptual-robotics.com">Perceptual Robotics</a>.</p>
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