58 citations · 174 across the 42 of their papers we have counts for
7 papers · 1 filter
Detection of Malfunctioning Modules in Photovoltaic Power Plants using Unsupervised Feature Clustering Segmentation Algorithm
Divyanshi Dwivedi, Pradeep Kumar Yemula, Mayukha Pal
The energy transition towards photovoltaic solar energy has evolved to be a viable and sustainable source for the generation of electricity. It has effectively emerged as an altern…
Evaluation of Energy Resilience and Cost Benefit in Microgrid with Peer-to-Peer Energy Trading
Divyanshi Dwivedi, K. Victor Sam Moses Babu, Pradeep Kumar Yemula +2
Integration of distributed energy resources (DERs) at a residential level has given way to the development of a self-sufficient energy-resilient system and peer-to-peer (P2P) energ…
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks
Siddharth Patwardhan, Utso Majumder, Aditya Das Sarma +3
The percolation threshold is an important measure to determine the inherent rigidity of large networks. Predictors of the percolation threshold for large networks are computational…
Identification of Surface Defects on Solar PV Panels and Wind Turbine Blades using Attention based Deep Learning Model
Divyanshi Dwivedi, K. Victor Sam Moses Babu, Pradeep Kumar Yemula +2
The global generation of renewable energy has rapidly increased, primarily due to the installation of large-scale renewable energy power plants. However, monitoring renewable energ…
Local Interpretable Model Agnostic Shap Explanations for machine learning models
P. Sai Ram Aditya, Mayukha Pal
With the advancement of technology for artificial intelligence (AI) based solutions and analytics compute engines, machine learning (ML) models are getting more complex day by day.…
Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network
D Maneesh Reddy, Divyanshi Dwivedi, Pradeep Kumar Yemula +1
With the commitment to climate, globally many countries started reducing brownfield energy production and strongly opting towards green energy resources. However, the optimal alloc…
Evaluating the Planning and Operational Resilience of Electrical Distribution Systems with Distributed Energy Resources using Complex Network Theory
Divyanshi Dwivedi, Pradeep Kumar Yemula, Mayukha Pal
Electrical Distribution Systems are extensively penetrated with Distributed Energy Resources (DERs) to cater the energy demands with the general perception that it enhances the sys…