Network optimization? with Cody Allen at Solar Turbines
The Data Standard
Episode Summary
Dr. Cody Allen currently works in the InSight Analytics group of Solar Turbines. Cody does research in remote machinery health management as well as optimal control through applications of control theory, fluid mechanics, and optimization theory.
Meet The Host
Catherine Tao
Data scientist at The Data Standard
Catherine Tao is a tech enthusiast looking for new methods for building connections with businesses around the world. Her extensive knowledge of data science allowed her to develop new solutions and implement them into existing ecosystems. She is currently working as a Data scientist and Exclusive Podcast Producer at The Data Standard.
Meet The Guest
Cody Allen
Data Scientist / Sr. Principle Engineer at Solar Turbines
I am currently working as Data Scientist / Sr. Principle Engineer at Solar Turbines. I hold a Ph.D. in Engineering Science (Mechanical Engineering) with an emphasis in control and optimization theory. In addition, I hold a Master's degree in applied mathematics and a Bachelor's degree in Finance. At Solar, I am part of the remote monitoring group, where we perform engineering analysis, simulation and analytics on data generated by IoT systems, power plants and compressor stations utilizing gas turbines as the prime driver. I mainly develop algorithms and software in, Python, Matlab and occasionally C++ to monitor the health of machines in the field as well as to optimize operation. My primary interests lie in the intersection of classical physics, optimization theory and control. Utilizing hybrid, physics and machine learning models to predict the future is always fascinating and often turns out to be useful for business.
