87 citations · 112 across the 8 of their papers we have counts for
5 papers · 1 filter
Learning-based Model Predictive Control for Smart Building Thermal Management
Roja Eini, Sherif Abdelwahed
This paper proposes a learning-based model predictive control (MPC) approach for the thermal control of a four-zone smart building. The objectives are to minimize energy consumptio…
Optimized energy utilization in small and large commercial loads and residential areas
Hayder O. Alwan, Hamidreza Sadeghian, Sherif Abdelwahed
In smart grid, the demand side management (DSM) techniques need to be designed to process a large number of controllable loads of several types. In this paper, we proposed a framew…
Urban Traffic Network Control in Smart Cities; a Distributed Model-based Control Approach
Roja Eini, Sherif Abdelwahed
This paper proposes a distributed model predictive control (DMPC) approach for an urban traffic network (UTN) system. The control objective is to minimize the traffic congestion an…
A Testbed for a Smart Building: Design and Implementation
Roja Eini, Lauren Linkous, Nasibeh Zohrabi +1
This paper addresses the design and implementation of a smart building prototype. The implementation utilizes Internet of Things (IoT) solutions to collect, analyze, and manage dat…
Distributed Model Predictive Control based on Goal Coordination for Multi zone Building Temperature Control
Roja Eini, Sherif Abdelwahed
In this paper, a distributed Model Predictive Control strategy is developed for a multi zone building plant with disturbances. The control objective is to maintain each zones tempe…