Title2: Time-Efficient Deep Learning-Based Energy Consumption Prediction for Smart Factory
Target: ICTC 2022 Conference
Title 4: Classification and Characterization of Encoded Traffic in SCADA Network using Hybrid Deep Learning Scheme
Target: Journal of Communication and Networks
Title 5a: Time-Aware CNN Framework for Efficient Energy Consumption Prediction in Smart Factory Target: IEEE Transactions on Smart Grids
Title 5b: Low Computational Cost Convolutional Neural Network for Smart Grid Frequency Stability Prediction
Target: Energy and AI
Title 9 Gaussian Process Regression Kernel Selection for Secured SCADA Network Communication
Target: APCC
Title 12: SCADA Intrusion Detection Scheme using Modified Decision Tree-Fused Chi-Square Feature Selection
Target: IEEE IoT
Title 14: CHI+DTC: An Integrated Low Computational Cost IIoT Intrusion Detection System
Target: ICT Express
Title 15: Machine Learning Efficiency
Target: IEEE Transactions on Network Service and Management
Title 16: Survey Study
Target: Surveys & Tutorials
Title 2: Awaiting submission
Title 4: Under review
Title 5b: Under review
Title 9: Under review
Title 12: Completed paper revision in line with review comments
Title 14: Completed title revision in line with review comments from title 12
Title 15: Paused to complete the revision of title 12 & 14
Title 16: Paused to complete revision of title 12 & 14
Title 2: Awaiting submission
Title 4: Under review
Title 5b: Under review
Title 9: Under review
Title 12: Awaiting submission
Title 14: Awaiting submission
Title 15: To continue with performance evaluation and conclusion
Title 16: To continue with current trends, open issues and conclusion
Manufacturing Execution System (MES) Project
Continued with the survey on AI for raw material inventory management
Acquired publicly available inventory management dataset online
Started with AI module development for raw material inventory management using available public datasets
To further study and preprocess dataset following outcome of model training
To retry model training for a better model performance
Prepare and present project team weekly progress report
1. To complete the survey study
2. To complete revision of titles 12 & 14 and commence conclusion of titles 15 & 16
3. To continue work on the model development for the research thesis
4. Start learning network simulation for the research thesis
2022 Goals:
1. Submit or attend all NSL approved domestic conferences: (100%)
2. Submit or attend at least two NSL approved International Conferences: Submitted (100%), Attended (50%)
3. Publish or submit at least two International Journal papers/Letters: Submitted (100%)