Oct 6, 2022 | Past Speaking Engagement

Presentation Material | Pathway to a Smarter Distribution System through Situational Awareness and Predictive Analytics

by | Oct 6, 2022 | Past Speaking Engagement

Muhammad Humayun presented this at CEATI’s Distribution Conference in October 2022.

For access to the full presentation, please contact Muhammad: mhumayun@enernex.com.

Many utilities are in the process of implementing Smart Grid applications on the distribution grid to improve reliability and asset utilization, integrate Distributed Energy Resources (DER), and achieve a timely demand response to market and other signals. This presentation will provide (1) an overview of Smart Grid applications such as Volt-Var Optimization (VVO) and (2) utility experiences with the implementation of Distribution System State Estimator (DSSE) and Short-Term Forecasting Engine (STFE) applications that provide real-time situational awareness and predictive analytics capabilities that are needed to facilitate VVO.


Muhammad Humayun, Ph.D., is a Senior Consultant at EnerNex and has been with the Power Systems Group since August of 2016. His analytic skills and over 15 years of project experience in several countries in power systems are a welcome addition to the Power Systems Group. Muhammad’s expertise includes distribution system planning, operation, and control, renewable integration, reliability studies, lightning performance studied, and optimization methods applied to power system problems. Muhammad also has expertise in the smart grid, asset management, power system planning, condition assessment, maintenance, and dynamic rating. He has authored and co-authored over 25 peer-reviewed articles and a book chapter.

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