--- title: "Merlin™: AI-Assisted Power Quality Analysis In PQ Canvass" description: Discover how Merlin™ in PQ Canvass uses AI to streamline power quality analysis, highlighting key issues quickly for efficient and accurate investigations. image: https://library.powermonitors.com/hubfs/White_Papers/White%20Paper%20Header%20Images/Optimizing%20Memory%20in%20a%20Recorder.png --- [![PMI\_Logo\_White\_Slogan](https://library.powermonitors.com/hs-fs/hubfs/Branding%20-%20Logos%20and%20Designs/PMI_Logo_White_Slogan.png?width=655&height=175&name=PMI_Logo_White_Slogan.png "PMI_Logo_White_Slogan")](https://powermonitors.com) [![PMI Logo: Tools you Need. People you Trust.](https://library.powermonitors.com/hubfs/PMI_Website/logo.svg "PMI Logo: Tools you Need. People you Trust.")](http://powermonitors.com) [![PMI Logo: Tools you Need. People you Trust.](https://library.powermonitors.com/hubfs/PMI_Website/logo.svg "PMI Logo: Tools you Need. People you Trust.")](http://powermonitors.com) This is a search field with an auto-suggest feature attached. - There are no suggestions because the search field is empty. - [Home](https://powermonitors.com) - [Products](https://powermonitors.com/products) - Library - Videos - [All](https://powermonitors.com/videos/) - [Bolt Quality Tests](https://powermonitors.com/videos/?video_search=&video_topic=bolt-quality-tests) - [Promotional Videos](https://powermonitors.com/videos/?video_search=&video_topic=promotional-videos) - [Support Videos](https://powermonitors.com/videos/?video_search=&video_topic=support) - [Power Quality Decoded](https://powermonitors.vids.io/tags/1f9bd9b6181b90/ask-a-pro) - White Papers - [All](https://library.powermonitors.com) - [All](https://powermonitors.com/whitepapers/) - [Artificial Intelligence](https://powermonitors.com/whitepapers/?whitepaper_search=Merlin&whitepaper_topic=) - [Case Studies](https://powermonitors.com/whitepapers/?whitepaper_topic=case-studies) - Communications - [All Communications](https://powermonitors.com/whitepapers/?whitepaper_topic=communications) - [Cellular Communications](https://powermonitors.com/whitepapers/?whitepaper_topic=cellular-communications) - [General Communications](https://powermonitors.com/whitepapers/?whitepaper_topic=general-communications) - [Distributed Generation](https://powermonitors.com/whitepapers/?whitepaper_topic=distributed-generation) - Products - [All Products](https://powermonitors.com/whitepapers/?whitepaper_topic=products) - [Boomerang](https://powermonitors.com/whitepapers/?whitepaper_topic=boomerang) - [Boomerang SCADA](https://powermonitors.com/whitepapers/?whitepaper_search=Boomerang+Scada&whitepaper_topic=) - [Box Recorder](https://powermonitors.com/whitepapers/?whitepaper_topic=box-recorder) - [Canvass](https://powermonitors.com/whitepapers/?whitepaper_topic=canvass) - [Eagle](https://powermonitors.com/whitepapers/?whitepaper_topic=eagle) - [Flex CT](https://powermonitors.com/whitepapers/?whitepaper_topic=flex-ct) - [Guardian](https://powermonitors.com/whitepapers/?whitepaper_topic=guardian) - [Merlin™](https://powermonitors.com/whitepapers/?whitepaper_search=Merlin&whitepaper_topic=) - [Meter Sockets](https://powermonitors.com/whitepapers/?whitepaper_topic=meter-sockets) - [PQ Canvass](https://powermonitors.com/whitepapers/?whitepaper_topic=pq-canvass) - [ProVision](https://powermonitors.com/whitepapers/?whitepaper_topic=provision) - [Revolution](https://powermonitors.com/whitepapers/?whitepaper_topic=revolution) - [TLAR](https://powermonitors.com/whitepapers/?whitepaper_topic=tlar) - [Using PMI Recorders](https://powermonitors.com/whitepapers/?whitepaper_topic=using-pmi-recorders) - [Harmonics](https://powermonitors.com/whitepapers/?whitepaper_topic=harmonics) - [IEEE Standards](https://powermonitors.com/whitepapers/?whitepaper_topic=ieee-standards) - Power Quality - [All Power Quality](https://powermonitors.com/whitepapers/?whitepaper_topic=power-quality) - [Analyzing Waveforms](https://powermonitors.com/whitepapers/?whitepaper_topic=analyzing-waveforms) - [Flicker](https://powermonitors.com/whitepapers/?whitepaper_topic=flicker) - [PQ Data Analysis](https://powermonitors.com/whitepapers/?whitepaper_topic=pq-data-analysis) - [PQ Theory](https://powermonitors.com/whitepapers/?whitepaper_topic=pq-theory) - Voltage - [All Voltage](https://powermonitors.com/whitepapers/?whitepaper_topic=voltage) - [CVR](https://powermonitors.com/whitepapers/?whitepaper_topic=cvr) - [Voltage Sag](https://powermonitors.com/whitepapers/?whitepaper_topic=voltage-sag) - [Voltage Unbalance](https://powermonitors.com/whitepapers/?whitepaper_topic=voltage-unbalance) - Training - [All](https://info.powermonitors.com/training) - [PDH Eligible Classes](https://powermonitors.com/product-category/classes/) - [On-Site Training](https://powermonitors.com/on-site-training/) - [Online Webinars](https://info.powermonitors.com/no-cost-class-schedule) - [Support](https://powermonitors.com/support/) - About - [About Us](https://powermonitors.com/about-pmi/) - [Contact](https://powermonitors.com/contact/) - [Join Our Team!](https://info.powermonitors.com/join-pmi) - [Receive our Newsletter](https://info.powermonitors.com/email-subscribe-page) - [PQ Resources](https://info.powermonitors.com/power-quality-resources) - [Power Quality Solutions](https://powermonitors.com/power-quality-solutions/) - [Who We Serve](https://powermonitors.com/sales-representatives/) - [Account](https://powermonitors.com/account/) This is a search field with an auto-suggest feature attached. - There are no suggestions because the search field is empty. ![PMI-Logo-Phone-Site-2023-900px](https://library.powermonitors.com/hs-fs/hubfs/PMI-Logo-Phone-Site-2023-900px.png?width=113&name=PMI-Logo-Phone-Site-2023-900px.png "PMI-Logo-Phone-Site-2023-900px") # Merlin™: AI-Assisted Power Quality Analysis In PQ Canvass   |   , ## **Merlin™: AI-Driven Power Quality Insights Without the Data Overload** Large PQ recordings hide critical issues — long before anyone has time to search for them. This white paper explains how Merlin™, an AI-assisted analysis engine built into PQ Canvass, streamlines the first step of any investigation: finding the problems that matter. Instead of manually reviewing hundreds of waveform captures or weeks of trend data, Merlin™ analyzes an entire recording automatically and presents the key findings in one clear dashboard. It highlights dominant disturbances, ties them to ANSI C84.1, IEEE 1453, and IEEE 1668, and links directly to the waveforms and intervals that need attention. Designed for working power quality engineers, Merlin™ doesn’t replace judgment or traditional tools—it accelerates them. By ranking events by severity, summarizing stripchart patterns, and generating concise, plain-language reports, Merlin™ removes hours of manual triage so engineers can focus on diagnosis and corrective action. ##### **Key topics covered:** - How Merlin™ integrates into PQ Canvass and how analyses are started - The Power Quality Report and PQ Issue Matrix - Quick compliance indicators for ANSI C84.1, IEEE 1453, and IEEE 1668 - Focus-area reports for flicker, harmonics, sags, swells, and imbalance - Severity-ranked waveform and stripchart analysis with regions of interest ##### **Why utilities and PQ professionals should care:** Modern PQ datasets are massive, and critical disturbances often hide in plain sight. Merlin™ cuts through that noise—pinpointing sags, swells, flicker, harmonics, transients, and loose-neutral behavior in minutes rather than hours. For teams managing increasing DER penetration, customer PQ complaints, or long-term monitoring programs, Merlin™ boosts efficiency, improves investigative accuracy, and strengthens communication with customers. This paper shows how Merlin™ turns PQ Canvass into a faster, more insight-driven platform for real-world power quality work You may also enjoy...   - - - - ## Speakers ### [Alvin Rogers](https://library.powermonitors.com/merlin-ai-assisted-power-quality-analysis-in-pq-canvass#inline-content-1speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-alvinrogers) Director of Sales Omnicorp Alvin Rogers Director of Sales Omnicorp About Alvin Rogers Alvin Rogers is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. Alvin has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, Alvin is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-alvinrogers) [Facebook](https://www.facebook.com/apex-alvinrogers) [Instagram](https://www.instagram.com/apex-alvinrogers) [Twitter](https://www.twitter.com/apex-alvinrogers) ### [Lisa Smith](https://library.powermonitors.com/merlin-ai-assisted-power-quality-analysis-in-pq-canvass#inline-content-2speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-lisasmith) Creative Director Megacorp Lisa Smith Creative Director Megacorp About Lisa Smith Lisa Smith is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. Lisa has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, Lisa is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-lisasmith) [Facebook](https://www.facebook.com/apex-lisasmith) [Instagram](https://www.instagram.com/apex-lisasmith) [Twitter](https://www.twitter.com/apex-lisasmith) ### [James McGiven](https://library.powermonitors.com/merlin-ai-assisted-power-quality-analysis-in-pq-canvass#inline-content-3speakers)[Follow me on LinkedIn](https://www.linkedin.com/apex-jamesmcgiven) President Minicorp James McGiven President Minicorp About James McGiven James McGiven is a highly accomplished and sought-after speaker, renowned for their expertise and captivating stage presence. With a diverse background in \[relevant field or industry\], they bring a wealth of knowledge and experience to every speaking engagement. Their dynamic and engaging style seamlessly combines powerful storytelling with actionable insights, leaving audiences inspired and equipped with practical strategies for success. James has delivered impactful keynote addresses at prestigious conferences and corporate events worldwide, consistently receiving rave reviews for their ability to connect with and energize audiences. Whether addressing topics such as \[specific areas of expertise\], leadership, or innovation, James is dedicated to empowering individuals and organizations to reach their full potential. [LinkedIn](https://www.linkedin.com/apex-jamesmcgiven) [Facebook](https://www.facebook.com/apex-jamesmcgiven) [Instagram](https://www.instagram.com/apex-jamesmcgiven) [Twitter](https://www.twitter.com/apex-jamesmcgiven) Power Monitors, Inc. is an industry-leading product design and manufacturing firm based in Mt. Crawford, Virginia. PMI strives to solve power quality problems by listening to our customers and working with them to design and manufacture products. Total customer satisfaction is the primary goal of all PMI staff. Please browse our site or call us to learn more about PMI and how we can help meet your power monitoring needs.   800 N Main St Mt Crawford, VA 22841 | Toll Free 800.296.4120 | Fax 540.432.9430 | © 2025 Power Monitors, Inc. ###### Follow Us [Follow us on Facebook](https://www.facebook.com/powermonitors/) [Follow us on LinkedIn](https://www.linkedin.com/company/power-monitors) [Follow us on Twitter](https://twitter.com/powermonitors) [Follow us on Instagram](https://info.powermonitors.com/email-subscribe-page) - [Support](https://powermonitors.com/support) - [Library](https://library.powermonitors.com) - [Training](https://info.powermonitors.com/training) - [Contact](https://powermonitors.com/contact/) - [Products](https://powermonitors.com/products/) - [- Bolt](https://powermonitors.com/product/bolt/) - [- Revolution](https://powermonitors.com/product/revolution/) - [- Seeker](https://powermonitors.com/product/seeker/) - [- Guardian](https://powermonitors.com/product/guardian/) - [Careers](https://info.powermonitors.com/join-pmi) - [Terms and Conditions](https://powermonitors.com/terms-and-conditions/)