Introduction
Engineer and developer in power systems
Highlights
These are some of my favorite projects.
Segmentation and defect classification of high-voltage insulators using DNNs
Our results show that U-Net, an effective deep neural network for segmentation, and VGG, used for classification, can reach a high accuracy.
Distribution system reconfiguration using the acyclicity-based spanning tree definition
A graph is a spanning tree if it has n-1 edges, n being the number of vertices, and is acyclic. We conduct a computational study using that definition and exact AC power flow constraints, applying two theoretical results. The results show near real-time feasible solver performance.
A web-based tool for power system analysis
A web-server based on Spring Boot, postresql and a simple JS frontend using leaflet not only stores power system data but also displays computational results like locational marginal prices (LMPs).
Research Interests
Power systems, Power system economics, Integer and Mixed-Integer (Non-)Linear Programming, Optimization, Machine Learning
My research can be found on IEEE Xplore and Google Scholar.
Blog
Documentation of little bit and bobs here and there
I delve into some technical and other more random topics.
Recent Blog Posts
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GitHub
Many random things to check out …
Contacts
