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An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era
(2018)
The number of connected Internet of Things (IoT) devices are expected to reach over 20 billion by 2020. These range from basic sensor nodes that log and report the data to the ones that are capable of processing the incoming ...
Energy scheduling in non-residential buildings integrating battery storage and renewable solutions
(2018)
This paper presents an optimal scheduling for the utilization of the battery energy in order to minimize the cost of the electricity bill in a non-residential building equipped with a photovoltaic-storage system. The battery ...
Denoising of PMU Measurements for Accurate Calculation of Transmission Line Parameters
(2018)
Power system transmission line parameters are essential in monitoring and control applications. More specifically, the values of the transmission line parameters are used in state estimation, contingency analysis, and as ...
An improved decentralised coordinated control scheme for microgrids with AC-coupled units
(2018)
Microgrids composed of solemnly AC-coupled distributed energy resources can be found in many real-life applications while their control has not been researched nearly enough to address some fundamental challenges, the most ...
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing
(Association for Computing Machinery, 2018)
Many applications utilizing Unmanned Aerial Vehicles (UAVs) require the use of computer vision algorithms to analyze the information captured from their on-board camera. Recent advances in deep learning have made it possible ...
Machine learning algorithms for photovoltaic system power output prediction
(2018)
Accurate photovoltaic (PV) production forecasting is necessary for the optimal integration of this technology into existing power systems and is important for both grid and plant operators. The purpose of this work is to ...
Photovoltaic reactive power compensation scheme: An investigation for the Cyprus distribution grid
(2018)
Voltage deviation resulting from the power generation of distributed Renewable Energy Sources (RES) can be a serious problem especially as the penetration of RES is increased in the distribution grids. For example, residential ...
Metis: Optimal Task Allocation Framework for the Edge/Hub/Cloud Paradigm
(ACM, 2019)
Increased demands for real-time decision support and data analytics facilitate the need of performing significant computing away from the cloud and onto the IoT devices. In this paper, we propose Metis, a mathematical ...
The Linear and Nonlinear Ultrasound Field of Convex Arrays Operating in a Diverging Wave Mode
(2018)
High frame rate (ultrafast) ultrasound imaging has received a lot of attention recently. Ultrafast imaging facilitated innovations such as shear wave elastography, super-resolution imaging, and ultrafast contrast-enhanced ...