Photovoltaic array simulation and fault prediction via multilayer perceptron models
When collecting solar energy via photovoltaic (PV) panel arrays, one common issue is the
potential occurrence of faults. Faults arise from panel short-circuit, soiling, shading, ground …
potential occurrence of faults. Faults arise from panel short-circuit, soiling, shading, ground …
Research experiences for teachers in machine learning
Machine learning and Artificial Intelligence (AI) are national priority areas for research,
education and workforce development. This work in progress paper describes a Research …
education and workforce development. This work in progress paper describes a Research …
Optimizing activity detection via sensor fusion
Internet of Things (IoT) has enabled several applications related to data analytics. In this
paper, an intuitive method for optimizing activity detection data is presented. Further …
paper, an intuitive method for optimizing activity detection data is presented. Further …
[PDF][PDF] Interactive Signal Processing Education Applications for the Android Platform.
(AJDSP) application which was built from the ground up to provide mobile laboratory and
computational experiences for educational use. AJDSP provides a mobile intuitive …
computational experiences for educational use. AJDSP provides a mobile intuitive …
Experiences with Web-based Signal Analysis Laboratories and Online Training during the COVID-19 Period
This work in progress paper describes our efforts and challenges in delivering
undergraduate and graduate courses during COVID-19 conditions. More specifically, we …
undergraduate and graduate courses during COVID-19 conditions. More specifically, we …
An REU experience in machine learning and computational cameras
In this work in progress paper, we describe an REU summer experience on imaging sensors
that involved a female junior level Electrical Engineering student, a graduate student …
that involved a female junior level Electrical Engineering student, a graduate student …
[PDF][PDF] Online modules to introduce students to solar array control using neural nets
The growth in the field of machine learning (ML) can be attributed in part to the success of
several algorithms such as neural networks as well as the availability of cloud computing …
several algorithms such as neural networks as well as the availability of cloud computing …