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: Accepted

Title 3: TLFed: Secure Smart Grid Transmission Line Fault Detection and Classification using Federated Learning
Target: IEEE Transactions on Smart Grid / Status: Rejected

Title 4: Automobile Service Upselling Feature Extraction using Multiple Feature Importance Techniques
Target: KICS Fall 2023 / Status: Accepted

Title 5: Transmission Line Fault Classification and Detection using a Hybrid 1D-CNN-LSTM with Federated Learning
Target: WCNC 2024 / Status: Submitted

Title 6: Electric Vehicle-to-Grid (V2G) Net-Metering Prediction based on Federated Learning
Target: ICAIIC 2024 / IEEE Transaction / Status: Processing

Last Week's Progress

Title 6: Study electric vehicle systems. Narrow down research topic.
- Blockchain / Electric Vehicle Charging Transaction System
- Net-metering (Vehicle-to-grid) / Data Privacy using Federated Learning

This Week Todo's

Continue Study electric vehicle systems. Narrow down research topic.
- Blockchain / Electric Vehicle Charging Transaction System
- Net-metering (Vehicle-to-grid) / Data Privacy using Federated Learning

Project Progress

AI in Service

Last Week's Project

1. Implementation of system model.
2. Dataset labelling

This Week's Project

1. Regression model and deployment.

Monthly Goals

1. Submit journal paper on EV-Charging / V2G.
2. Study edge FL implementation.

Annual Goals

1. To attend at least 2 conferences (3/2)
2. To submit at least 2 articles (5/2)
3. Submit one SCI Journal (1/1) - TSG - Rejected
4. Finalize Thesis Topic