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

(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
Dr. Cheng-Bang Chen is an Assistant Professor in Industrial Engineering Department at the University of Miami, USA. He earned his dual-title Ph.D. degree in Industrial Engineering & Operations Research at Pennsylvania State University and received his master's degrees in Statistics from Columbia University and Industrial Engineering...

Minghui Cheng

Asst. Professor

Dr. Minghui Cheng is an assistant professor jointly appointed by the Department of Civil & Architectural Engineering and the School of Architecture, with an affiliation with Climate Resilience Academy. Previously, he was a postdoctoral associate at Systems Engineering, Cornell University. He obtained his Ph.D. in Structural Engineering from...

Murat Erkoc

Assoc. Professor

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

Ye Hu

Asst. Professor

Dr. Ye Hu is an assistant professor in the Industrial and System Engineering Department at University of Miami. She received her Ph.D. degree from Virginia Tech, VA, USA, in 2021. After graduation, she has served as a postdoctoral research scientist at the Columbia University, and the North Carolina State University. Her research interests span...

Adam Meyers

Asst. Professor

Dr. Adam Meyers is an Assistant Professor in the Industrial and Systems Engineering Department. His research focuses on the development of fundamental and data-driven methodologies for monitoring, modeling, and analysis of complex systems and networks, with research objectives such as reliability engineering, process control, and performance...

Ramin Moghaddass

Associate Professor

(305) 284-9505
Ramin Moghaddass is an associate professor in the College of Eningeering's Department of Industrial Engineering. Dr. Moghaddass studies complex, sensor-driven engineered systems. He develops a new generation of flexible and large-scale models for real-time system health monitoring inspired by dynamic structures...


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