Miguel Sanda

Duke Energy
Sr. Data Scientist

Mr. Sanda has over 13 years of combined experience in Engineering, Project Management and Data Science. He holds a B.S. in Civil Engineering from Carabobo University in Valencia, Venezuela, a Masters of Engineering from the University of Florida, and a MBA in Data Science from the University of North Carolina at Charlotte. He is also a certified Project Management Professional (PMP). In addition to his work as a Data Scientist, Mr. Sanda has contributed in the development of AMI analytics frameworks, back end and front end web development. He is currently investigating tangible applications of Graph Theory for electric transmission and distribution.

Sessions

May 7, 2019

2:00  -  3:00

Grand Ballroom B

305: Leveraging AMI and The Self Organizing Map for Pattern & Anomaly Detection

Given the large amount of data that power generation, transmission and distribution generate, the need to combine grid data with other sources of information to proactively identify patterns leading to outages and poor power quality is essential to create more business value. The Self Organizing Map (SOM), an unsupervised machine learning technique, has been successful … Continued

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