Energy Analytics

The Energy Analytics team focuses on leveraging data-driven insights across key areas: Smart Grid Analytics, Power System Monitoring & Control, Energy Efficiency Analysis, Demand Side Management, Dynamic Renewable Systems, Consumption Pattern Recognition, and Asset Management & Reliability.

By employing Smart Grid Analytics, the team enhances the efficiency and reliability of electricity distribution, fostering the integration of renewable energy sources. Power System Monitoring & Control ensures the stability and security of energy supply through real-time data analysis. Energy Efficiency Analysis and Demand Side Management work in tandem to optimize energy use and reduce wasteful consumption. The team also pioneers the development of Dynamic Renewable Systems to adaptively manage the variability of renewable energy sources. Consumption Pattern Recognition is crucial for understanding user behavior and tailoring energy solutions to meet demand efficiently. Lastly, Asset Management & Reliability focuses on maximizing the lifespan and performance of energy infrastructure, ensuring sustainable and uninterrupted energy access. Together, these areas enable the Energy Analytics team to drive innovation in energy management and sustainability.

Nurcin Celik

Professor & Associate Dean for Research

(305) 284-2391
Energy systems for smart cities Decision making under uncertainty Dynamic-data-driven modeling and simulation Distributed and hybrid modeling paradigms Computationally feasible analysis of massive datasets Machine learning and clustering Bayesian inferencing and particle filtering methodologies Epigenetic modeling for pathway...

Cheng-Bang Chen

Asst. Professor

(305) 284-2367
Cheng-Bang Chen is an assistant professor in the University of Miami Department of Industrial Engineering. He earned a dual-title doctorate in industrial engineering and operations research from Pennsylvania State University and master’s degrees in statistics from Columbia University and industrial engineering from National Taiwan...

Minghui Cheng

Asst. Professor

Minghui Cheng is an assistant professor jointly appointed in the Department of Civil and Architectural Engineering and the School of Architecture, with an affiliation to the Climate Resilience Academy. Previously, he was a postdoctoral associate in systems engineering at Cornell University. He earned a doctorate in structural engineering from...

Murat Erkoc

Professor
Associate Chair

(305) 284-4477
Operations Research, Supply Chain Management, Production Systems, Logistics, Simulation

Ye Hu

Asst. Professor

Ye Hu is an assistant professor in the University of Miami Department of Industrial and Systems Engineering. She earned a doctorate from Virginia Tech in 2021. Following the completion of her doctorate, Hu served as a postdoctoral research scientist at Columbia University and North Carolina State University. Her research interests span unmanned...

Adam Meyers

Asst. Professor

Adam Meyers is an assistant professor in the University of Miami Department of Industrial and Systems Engineering. His research focuses on developing fundamental and data-driven methodologies for the monitoring, modeling and analysis of complex systems and networks. His work supports research objectives in reliability engineering, process...

Ramin Moghaddass

Associate Professor

(305) 284-9505
Ramin Moghaddass is an associate professor in the College of Engineering's Department of Industrial Engineering. His research focuses on complex, sensor-driven engineered systems. He develops flexible, large-scale models for real-time system health monitoring inspired by dynamic structures and networks. His work has applications in a...


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