Search
Skip to Search Results- 2Machine Learning
- 2Reinforcement Learning
- 2Simulation
- 1Access Control Methodology
- 1Activity Classification
- 1Anomaly Detection
-
A Framework for Associating Mobile Devices to Individuals Based on Identification of Motion Events
DownloadFall 2020
The ubiquity of the Internet-of-Things (IoT) devices in everyday life allows various sensors to be utilized in networked systems for solving a number of real-world problems. Models utilizing specific sensing modalities achieve impressive performance in understanding human activity and are used in...
-
Spring 2022
Solar photovoltaic (PV) generation is one of the fastest-growing renewable energy sources worldwide. Almost half of this growth is projected to be behind-the-meter (BTM) installations — typically PV systems mounted on the rooftop of a home or a commercial building. Today, utilities neither have...
-
Spring 2024
Retrofitting buildings and optimizing their operation have been at the forefront of global efforts to reduce carbon emissions over the past few decades. Intelligent control of building systems, such as Heating, Ventilation, and Air Conditioning (HVAC), presents two clear benefits: it improves...
-
Design and Optimal Operation of a Virtual Power Plant with Bidirectional Electric Vehicle Chargers
DownloadSpring 2023
Virtual power plants (VPPs) can enhance reliability and efficiency of power systems with a high share of renewables. However, their adoption largely depends on their profitability, which is difficult to maximize due to the heterogeneity of their components, different sources of uncertainty and...
-
Fall 2021
With the advent of cloud computing, many organizations are moving their software systems to cloud environments. This migration from on-premises to cloud infrastructure has led to the emergence of cloud applications. One of the essential concepts around cloud applications and cloud services is...
-
Spring 2021
Recent years have witnessed a growth in the deployment of IoT devices in homes and workplaces. The number of IoT devices is projected to surpass tens of billions in the near future. This rapid growth can be credited to useful insights and convenience offered by IoT services and applications. A...
-
Fall 2023
The increasing complexity of electric power grids, owing to the integration of Distributed Energy Resources (DER), electric vehicles, energy storage systems, and advanced metering infrastructure, has stimulated a surge in research on machine learning-based state estimation and control. In this...
-
Fall 2020
Large commercial buildings are complex cyber-physical systems containing expensive and critical equipment that ensure the safety and comfort of their numerous occupants. Yet occupant and visitor access to spaces and equipment within these buildings are still managed through unsystematic,...
-
Spring 2021
The financial landscape is in a state of major disruption through digitalization. The steady adoption of Artificial Intelligence (AI) has brought about a myriad of opportunities for banks and financial institutions to drive efficiency and innovation. These institutions are essentially...