Bi-Weekly Feature — Artificial Intelligence: How good is good enough?

  • Bi-Weekly Feature — Artificial Intelligence: How good is good enough?

    Posted by Erin Hardick on April 21, 2021 at 2:11 am

    Hello members,

    As part of an effort to get y’all more UAI content, I will be posting bi-weekly feature articles from our contributors. If you missed the first article you can find it here:

    Why Satellite-Informed Vegetation Management is Rapidly Becoming the New Industry Standard

    This week’s featured article is on AI and machine learning: Artificial Intelligence: How good is good enough?

    “There are many use cases for advanced analytics in the energy industry but tentative steps are required. Machine learning (ML) has already proven itself in slashing operation & maintenance (O&M) costs, but it’s highly unlikely that ML will ever perfect the art of detecting faults and providing the best course of action. Over time it will improve, and eat away at the long tail of problems (the learning bit of machine learning will automate this). But when we talk about a fully automated grid, balancing in real-time the profound complexities of the biggest machine ever built, we really are in the realm of science fiction.”

    Enjoy!

    ——————————
    Erin Hardick
    Senior Research Analyst
    Utility Analytics Institute (UAI)
    CO
    ——————————

    Joseph King replied 3 years, 7 months ago 4 Members · 3 Replies
  • 3 Replies
  • Leslie Cook (Adm)

    Member
    April 26, 2021 at 1:39 am

    Thanks for introducing yourself, @Jordan! It is nice to learn more about you.

    Cheers,

         Leslie​​

    ——————————
    Leslie Cook
    Membership & Digital Engagement Manager
    Utility Analytics Institute (UAI)
    719-203-8650, lcook@utilityanalytics.com
    ——————————
    ——————————————-
    Original Message:
    Sent: 04-26-2021 07:48
    From: Jordan Pino
    Subject: Introduce Yourself

    Good morning,

    My name is Jordan Pino and I am currently a Senior Data Scientist at Baltimore Gas & Electric (BG&E) where I work within the smart grid & innovation sector (e.g. grid, unmanned aerial systems, data analytics, and research and development) on data analytics solutions. Specifically, I focus on the development storm-impact models for BG&E’s system to be used as decision-support tools coupled with the development of machine learning models to enhance BG&E’s system performance and hardening efforts. Past work focused on extensive storm-impact modeling for other utility companies (e.g. American Electric Power, FirstEnergy, and Southern Company), and model development within the insurance and finance sectors. Highly skilled in machine learning, data mining, big data, and data visualization.

    I have a wide range of experience in data science within the utility sector and enjoy working with all data related to it. Past use cases include: storm-impact modeling, damage models, labor hour models, pole hit risk, and vegetation management.

    Please feel free to reach out if you have any questions or ideas to share.

    Thanks,

    Jordan

    ——————————
    Jordan Pino
    Sr. Data Scientist
    Baltimore Gas & Electric (BG&E)
    Baltimore MD
    ——————————

    Original Message:
    Sent: 03-18-2020 10:38
    From: Leslie Cook
    Subject: Introduce Yourself

    Hello UAI Members,

    I’m excited to try something new on UAI’s Member-Only Community. I want to not only make this forum a place for work and professional connections to take place on a daily basis, a place to ask each other questions, find answers and exchange knowledge and share information, I want to make it a fun environment to help us all de-stress, get to know each other a little better, and build bonds and friendships of a lifetime.

    One of the coolest things about the UAI community is seeing members make connections with one another-it’s incredible to watch personal and professional relationship and friendships begin, grow, evolve, and last. The more relationships that are built between us and the more we get to know each other, the more valuable our work exchanges will become. We open up, we share more, we learn more and we all become so much better together!

    Our community gets bigger every day. Many of you already know one another, while others are brand-new faces. I feel like it’s time that we (both new members and established ones) take a little time to introduce ourselves.

    • Share your name
    • Where you’re from
    • How long you’ve worked in utility analytics
    • I also encourage you to share non-invasive personal tidbits about yourself, i.e. what you like to do for fun, your hobbies, your pet peeves, or even your favorite memes, of course keeping it in good taste. Share things that will help us all get to know you better

    I think it is important to have a little fun while we work and enjoy each other’s company. Please, use the UAI Member-Only Community as a place to work hard and play hard, enjoy, laugh, and have some fun.

    I’ll kick us off, and please know you can include as much or little detail in your introduction. I’m wordy, so I went all out:

    I’m Leslie, UAI’s membership & digital engagement manager. I’ve been with UAI for almost five months and I’m passionate about connecting members who share similar interests and challenges, and providing them with benefits, experiences, and tools they need to solve their problems and improve their organizations. I enthusiastically joined UAI to help improve and evolve the UAI membership value, as well as manage UAI’s collection of Communities. I am a strategic program director, dynamic business leader, and expert facilitator with over 20 years of experience. To learn even more about my professional work or to connect with me, visit my profile on UAI’s member-only site or LinkedIn. Please reach out to me directly at any time if you have questions or need anything from UAI. I can be reached at lcook@endeavorb2b.com or 646-693-5965.

    I’m a Texas girl at heart, born and raised in a small town in north Texas, and then I headed out west to graduate from Texas Tech University (Go Red Raiders!). After school I moved to Colorado and I’ve lived all along the front range for the last 22 years, settling in Denver for the last six years, and I still have a Texas accent (You can take the girl out of Texas, but you can’t take the Texas accent out of the girl!). I’ve been married to my best friend from high school for 17 years, and we have two amazingly intelligent miniature Australian Shepherds, Indio and Charley, who keep us busy.

    When I’m not working, I can be found traveling the world. We have been to 11 countries so far and we hope to continue to expand our adventures. I also like to leverage my high attention to detail and project management skills when dabbling in home remodeling and interior design. I come up with crazy design schemes and my patient husband implements my ideas, doing all the skilled and hard labor work. We are now close to the end of a complete remodel of our 1952 house. I cannot wait to be done with this project that has taken us about three years to complete…I can almost see the light!

    I am truly excited to get to know ALL UAI’s members, so please reply to this discussion post to introduce yourself. Give a little of yourself and you will be surprised at how much you get in return through your valuable, purpose-built relationships via UAI.

    Like I said, I have only been with UAI for about five months, but I’m already having so much fun and learning a lot from all of you! We have a lot of positive updates coming soon and we are evolving, with your input, to better meet your needs and goals, and I can’t wait to share these things with you. You must stay tuned into UAI’s Member-Only Community to learn more within the next few months. We will also be announcing some new things and some updates during the unique and exciting event we have coming in June 2020, UA Summit Reimagined!

    Introduce yourself, learn more about others, and connect through UAI!

    Stay safe and healthy,

         Leslie

    ——————————
    Leslie Cook
    Membership & Digital Engagement Manager
    Utility Analytics Institute (UAI)
    646-693-5965, lcook@endeavorb2b.com
    ——————————

  • Jordan Pino

    Member
    April 26, 2021 at 7:48 am

    Good morning,

    My name is Jordan Pino and I am currently a Senior Data Scientist at Baltimore Gas & Electric (BG&E) where I work within the smart grid & innovation sector (e.g. grid, unmanned aerial systems, data analytics, and research and development) on data analytics solutions. Specifically, I focus on the development storm-impact models for BG&E’s system to be used as decision-support tools coupled with the development of machine learning models to enhance BG&E’s system performance and hardening efforts. Past work focused on extensive storm-impact modeling for other utility companies (e.g. American Electric Power, FirstEnergy, and Southern Company), and model development within the insurance and finance sectors. Highly skilled in machine learning, data mining, big data, and data visualization. 

    I have a wide range of experience in data science within the utility sector and enjoy working with all data related to it. Past use cases include: storm-impact modeling, damage models, labor hour models, pole hit risk, and vegetation management.

    Please feel free to reach out if you have any questions or ideas to share.

    Thanks,

    Jordan

    ——————————
    Jordan Pino
    Sr. Data Scientist
    Baltimore Gas & Electric (BG&E)
    Baltimore MD
    ——————————
    ——————————————-
    Original Message:
    Sent: 03-18-2020 10:38
    From: Leslie Cook
    Subject: Introduce Yourself

    Hello UAI Members,

    I’m excited to try something new on UAI’s Member-Only Community. I want to not only make this forum a place for work and professional connections to take place on a daily basis, a place to ask each other questions, find answers and exchange knowledge and share information, I want to make it a fun environment to help us all de-stress, get to know each other a little better, and build bonds and friendships of a lifetime.

    One of the coolest things about the UAI community is seeing members make connections with one another-it’s incredible to watch personal and professional relationship and friendships begin, grow, evolve, and last. The more relationships that are built between us and the more we get to know each other, the more valuable our work exchanges will become. We open up, we share more, we learn more and we all become so much better together!

    Our community gets bigger every day. Many of you already know one another, while others are brand-new faces. I feel like it’s time that we (both new members and established ones) take a little time to introduce ourselves.

    • Share your name
    • Where you’re from
    • How long you’ve worked in utility analytics
    • I also encourage you to share non-invasive personal tidbits about yourself, i.e. what you like to do for fun, your hobbies, your pet peeves, or even your favorite memes, of course keeping it in good taste. Share things that will help us all get to know you better

    I think it is important to have a little fun while we work and enjoy each other’s company. Please, use the UAI Member-Only Community as a place to work hard and play hard, enjoy, laugh, and have some fun.

    I’ll kick us off, and please know you can include as much or little detail in your introduction. I’m wordy, so I went all out:

    I’m Leslie, UAI’s membership & digital engagement manager. I’ve been with UAI for almost five months and I’m passionate about connecting members who share similar interests and challenges, and providing them with benefits, experiences, and tools they need to solve their problems and improve their organizations. I enthusiastically joined UAI to help improve and evolve the UAI membership value, as well as manage UAI’s collection of Communities. I am a strategic program director, dynamic business leader, and expert facilitator with over 20 years of experience. To learn even more about my professional work or to connect with me, visit my profile on UAI’s member-only site or LinkedIn. Please reach out to me directly at any time if you have questions or need anything from UAI. I can be reached at lcook@endeavorb2b.com or 646-693-5965.

    I’m a Texas girl at heart, born and raised in a small town in north Texas, and then I headed out west to graduate from Texas Tech University (Go Red Raiders!). After school I moved to Colorado and I’ve lived all along the front range for the last 22 years, settling in Denver for the last six years, and I still have a Texas accent (You can take the girl out of Texas, but you can’t take the Texas accent out of the girl!). I’ve been married to my best friend from high school for 17 years, and we have two amazingly intelligent miniature Australian Shepherds, Indio and Charley, who keep us busy.

    When I’m not working, I can be found traveling the world. We have been to 11 countries so far and we hope to continue to expand our adventures. I also like to leverage my high attention to detail and project management skills when dabbling in home remodeling and interior design. I come up with crazy design schemes and my patient husband implements my ideas, doing all the skilled and hard labor work. We are now close to the end of a complete remodel of our 1952 house. I cannot wait to be done with this project that has taken us about three years to complete…I can almost see the light!

    I am truly excited to get to know ALL UAI’s members, so please reply to this discussion post to introduce yourself. Give a little of yourself and you will be surprised at how much you get in return through your valuable, purpose-built relationships via UAI.

    Like I said, I have only been with UAI for about five months, but I’m already having so much fun and learning a lot from all of you! We have a lot of positive updates coming soon and we are evolving, with your input, to better meet your needs and goals, and I can’t wait to share these things with you. You must stay tuned into UAI’s Member-Only Community to learn more within the next few months. We will also be announcing some new things and some updates during the unique and exciting event we have coming in June 2020, UA Summit Reimagined!

    Introduce yourself, learn more about others, and connect through UAI!

    Stay safe and healthy,

         Leslie

    ——————————
    Leslie Cook
    Membership & Digital Engagement Manager
    Utility Analytics Institute (UAI)
    646-693-5965, lcook@endeavorb2b.com
    ——————————

  • Joseph King

    Member
    April 27, 2021 at 1:48 am

    David – Has your organization settled on a solution?

    Others – Can you share any of your decision or requirement matrixes around any of the considered or implemented vendor solutions?

    We (Fort Collins Utilities) are looking at implementing a single solution to include Business Glossary and Data Catalog.  We had been considering Azure Data Catalog (and possibly Azure Purview).  I am also looking into Atlan, Alation, Talend, Informatica, Collibra, and InfoGix, due to possible gov’t license restrictions for the Azure products.

    ——————————
    Joseph King
    Data Architect
    City of Ft. Collins
    Fort Collins
    970-416-2319
    ——————————
    ——————————————-
    Original Message:
    Sent: 10-09-2020 15:00
    From: David Botzenhart
    Subject: Data Catalog

    Hi,
    We’re evaluating Data Catalog vendors and looking for other utility experiences. Has anyone researched or are currently using Informatica’s Data Catalog, Alex Systems or Solidatus and would be speaking to my team about your journey?

    ——————————
    David Botzenhart
    Sr. BI Architect
    Duke Energy
    Charlotte NC
    704-328-1658
    ——————————

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