Papers

Made Adi Paramartha Putra

- Title 1: Adaptive LRFU Replacement Policy for Named Data Network in Industrial IoT(ICUFN / IEEE Communications Letters 2021) Submitted (ICT Express + IEEE COMML)

- Title 2: Multi-Depth LRFU: Named Data Network Replacement Policy in Industrial IoT (KICS 2021)

- Title 3: Smart grid for Energy consumption prediction using LSTM in Industrial Environment

- Title 4: Factory Forecasting with Modified LSTM - ICTC (Not fix yet)

- Title 5: Sensor Failure (Ade) - ETFA (Not fix yet)

Last Week's Progress

- Finalize and review the first and second paper with Cosmas as my mentor

This Week Todo's

- Submit Paper 1 (IEEE Communication Letter & ICT Express)
- Finalize second paper

Project Progress

Smart Grid for Energy Consumption Prediction using LSTM in Industrial Environment

Last Week's Project

- Compare several deep learning algorithms for prediction (LSTM, MultiLSTM, BidirectionalLSTM)
- Try to design a new LSTM-based DL algorithm.

This Week's Project

- Elaborate more in LSTM and data preprocessing (Time series to supervised data)
- Factory dataset forecasting trial using LSTM

Monthly Goals

- Design a new LSTM-based algorithm for Smart Grid prediction and forecasting in the Industrial field
- Finish ICTC and ETFA paper

Annual Goals

- Submit and accepted in at least 2 Local and International Conference (KCIS, ICTC, ETFA)
- Submit and accepted in at least 2 (IEEE Journal / SCI)