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A demand forecasting model for various categories of perishable items.
(Makerere University, 2022-03-21)
The aim of this study was to develop and compare different forecasting models
for individual groups of perishable products and suggest the best forecasting
model for each group of perishable products. Through this study, ...
Machine Learning-Based Power Output and Load Prediction for a Solar Photo-voltaic Mini-grid
(Makerere University, 2022-09)
The power output of solar photovoltaic (PV) mini-grids is greatly affected by the dynamically changing weather conditions and load demand. This affects power production planning during the operation of these systems. In ...
Detecting Distributed Denial of Service Attacks using Machine Learning
(Makerere University, 2022-09)
Distributed Denial of Service Attack (DDoS) is the most dangerous attack
in the field of network security. DDoS attacks halt normal functionality if
critical services of various online operations. Systems under DDoS ...
Anomaly detection in low-cost sensor data using machine learning
(Makerere University, 2022-09-28)
In December 2021, a system was deployed at the weather station in Makerere University to evaluate low-cost sensors that are used for environmental monitoring. The system has four kinds that is, the SHT sensor, BME sensor, ...
Machine Learning-Based Power Output and Load Prediction for a Solar Photo-voltaic Mini-grid
(Makerere University, 2022-09)
The power output of solar photovoltaic (PV) mini-grids is greatly affected by the dynamically changing weather conditions and load demand. This affects power production planning during the operation of these systems. In ...
Mobile based data collection for models In predictive maintenance of transformers.
(Makerere University, 2022-09-23)
"Mobile-Based Data Collection for Models in Predictive Maintenance of Transformers" addresses the need for efficient predictive maintenance strategies in the field of electrical engineering. The research explores the ...