8 citations · 12 across the 6 of their papers we have counts for
6 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…
A Physical Testbed for Intelligent Transportation Systems
Adam Morrissett, Roja Eini, Mostafa Zaman +2
Intelligent transportation systems (ITSs) and other smart-city technologies are increasingly advancing in capability and complexity. While simulation environments continue to impro…
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…
Indirect Adaptive Fuzzy Model Predictive Control of a Rotational Inverted Pendulum
Roja Eini, Sherif Abdelwahed
This paper introduces an indirect adaptive fuzzy model predictive control strategy for a nonlinear rotational inverted pendulum with model uncertainties. In the first stage, a nonl…
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…