Papers

Title 1: Data-Driven Battery Digital Twin in Unreal Engine
Target: KICS Summer 2023 / Status: Accepted

Title 2: Enhanced Fault Detection in Smart Grid System using Ensemble Learning
Target: ICCR 2023 / Status: Submitted

Title 3: Fault Detection and Classification for N-1 Contingencies in Smart Grid using Federated Learning
Target: IEEE Transactions on Smart Grid / ICAIIAC 2024 / On-going

Title 4: Comparison of Multiple Feature Importance Techniques for Automobile Service Upselling
Target: KICS Fall 2023

Title 5:

Last Week's Progress

Title 1: Completed.

Title 2: Completed.
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Title 3: FL implementation - done. Tweaking of Model Architecture

Title 4: Survey Papers

This Week Todo's

Title 3: Adjust Model Architecture for better Precision/Recall/F1-score. (Accuracy already good)

Title 4: Deploy Feature Importance

Project Progress

AI in Service

Last Week's Project

Read on Predictive Maintenance.

This Week's Project

Look for deployable PM applicable for dataset used.

Monthly Goals

1. Thesis Plan - submitted
2. Submit Transaction Paper @ Smart Grids -
3. Submit ICAIIAC 2024

Annual Goals

1. To attend at least 2 conferences (2/2)
2. To submit at least 2 articles (2/2)
3. Submit one SCI Journal (0/1)
4. Finalize Thesis Topic