Browsing Brage NMBU by Journals "IEEE Access"
Now showing items 1-17 of 17
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A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems
(Peer reviewed; Journal article, 2021) -
A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems
(Peer reviewed; Journal article, 2021) -
Data-Driven Modeling of Frequency Dynamics Observed in Operating Microgrids: A South African University Campus Case Study
(Peer reviewed; Journal article, 2024)South Africa has been experiencing an energy crisis since 2007. Utility loadshedding became the main control for under-frequency events due to a mismatch in generation and consumption. Rolling blackouts are further supported ... -
Derivation of Optimized Equations for Estimation of Dispersion Coefficient in Natural Streams Using Hybridized ANN With PSO and CSO Algorithms
(Peer reviewed; Journal article, 2020) -
Early Detection of the Advanced Persistent Threat Attack Using Performance Analysis of Deep Learning
(Peer reviewed; Journal article, 2020)One of the most common and critical destructive attacks on the victim system is the advanced persistent threat (APT)-attack. An APT attacker can achieve its hostile goal through obtaining information and gaining financial ... -
Fruit localization and environment perception for strawberry harvesting robots
(Peer reviewed; Journal article, 2019)This work presents a machine vision system for the localization of strawberries and environment perception in a strawberry-harvesting robot for use in table-top strawberry production. A deep convolutionalneuralnetworkfor ... -
A Fully Automated Robot for the Preparation of Fungal Samples for FTIR Spectroscopy Using Deep Learning
(Peer reviewed; Journal article, 2019)Manual preparation of fungal samples for Fourier Transform Infrared (FTIR) spectroscopy involves sample washing, homogenization, concentration and spotting, which requires time-consuming and repetitive operations, making ... -
Image Aesthetic Assessment: A Comparative Study of Hand-Crafted & Deep Learning Models
(Peer reviewed; Journal article, 2022) -
A Lightweight Genetic Based Algorithm for Data Security in Wireless Body Area Networks
(Peer reviewed; Journal article, 2020)T The new generation of wireless body area networks (WBAN) for the internet of things (IoT) is emerging in a fast-paced. Today patients can be tested using remote clinical nanosensors. WBAN involves small interconnected ... -
Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations
(Peer reviewed; Journal article, 2020)In this study a new machine learning technique is presented to solve singular multi-pantograph differential equations (SMDEs). A new optimized type-3 fuzzy logic system (T3-FLS) by unscented Kalman filter (UKF) is proposed ... -
Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis
(Peer reviewed; Journal article, 2020) -
RENT—Repeated Elastic Net Technique for Feature Selection
(Peer reviewed; Journal article, 2021) -
SAnE: Smart Annotation and Evaluation Tools for Point Cloud Data
(Peer reviewed; Journal article, 2020)Addressing the need for high-quality, time efficient, and easy to use annotation tools, we propose SAnE, a semiautomatic annotation tool for labeling point cloud data. The contributions of this paper are threefold: (1) we ... -
SmartBlock-SDN: An Optimized Blockchain-SDN Framework for Resource Management in IoT
(Peer reviewed; Journal article, 2021) -
Stability Bounds of Droop-Controlled Inverters in Power Grid Networks
(Peer reviewed; Journal article, 2023)The energy mix of future power systems will include high shares of electricity generation by wind turbines and solar photovoltaics. These generation facilities are generally connected via power-electronic inverters. While ... -
Toward Authentication of Videos: Integer Transform Based Motion Vector Watermarking
(Peer reviewed; Journal article, 2022) -
Validation Methods for Energy Time Series Scenarios From Deep Generative Models
(Peer reviewed; Journal article, 2022)