[Brian Thompson]

Thanks Leslie.  This can be a broad topic so was just curious if anyone in the community had successfuly deployed anything of this nature.  I will look to the links you sent and see what I can find there.   We have individuals from our org that were hoping for a deeper dive into what went well and what did not go well as part of the effort should someone be interested in sharing.    Appreciate the response here regardless.

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Brian Thompson
Entergy
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Original Message:
Sent: 03-02-2021 19:45
From: Leslie Cook
Subject: Power Quality – Outage Prediction

Hello UAI Members — I wanted to reply to this post on “Power Quality – Outage Prediction” from 5 days ago to see if you have feedback or thoughts on the topic. I noticed this thread was unanswered, so if you missed it the first time I hope circling it back to the top will help you see it and reply to your fellow member.

@Brian — I’m not sure if the following sessions are exactly what you are looking for, but we do have a few webinars, Community Conversations, and past event content on UAI Connect on the topic of Outage Prediction. I have provided links below to the content in order of newest to oldest content. If you find that you don’t have access to any of these items due to them being in a specific Community, let me know and I’ll make sure you gain access. You can also search “outage prediction” on UAI Connect to find a few other items. I hope this helps!

• Grid Analytics Community: Applying Machine Learning for Outage Predictions 
• Data Science Community: Outage Restoration Prediction with Machine Learning 
• Webinar: Outage Prediction Using Machine Learning from CPS Energy: 
• Past Event Content: Weather Related Outage/Impact Prediction for Utilities 

Thank you!

     Leslie
​​

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Leslie Cook
Membership & Digital Engagement Manager
Utility Analytics Institute (UAI)
719-203-8650, lcook@utilityanalytics.com
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Original Message:
Sent: 02-25-2021 16:54
From: Brian Thompson
Subject: Power Quality – Outage Prediction

Hey all UAI members.   Our teams are working on new capabilities to predict power outages and loose neutrals with a focus on first level transformers utilizing AMI data.  We would hope to scale into outage predictions for the larger network but currently are trying to keep things simple.

Have any of you had the opportunity to successfully implement such a program.  If so what are the results?    Would be very interested to speak to any of you in the community that may already have experience with this.   Hope you all are doing well after the cold weather if you had to deal with that in your respective territories and appreciate the feedback that this community always has for these kinds of questions.

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Brian Thompson
Entergy
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