Papers

Made Adi Paramartha Putra

-Performance Comparison of Named Data Network IoT (NDNIoT) and IP Based IoT using Advance Least Recently Frequently Used Replacement Policy

-Smart Grid Energy Forecasting based on LSTM Model

Last Week's Progress

-Start to read and review the listed paper about IIoT and ML.

-Write the paper review using LaTex

-Start train and create a simple Model in ML using TensorFlow

This Week Todo's

-Literature Review:
a. A Multidirectional LSTM Model for Predicting the Stability of a Smart Grid
b. Electric Load Forecasting in Smart Grid Using Long-Short-Term-Memory based Recurrent Neural Network

-Elaborate how LSTM Model & Algorithm works in order to predict & forecast Energy Usage

-Search and preparing the Dataset

Project Progress

Smart Grid Forecasting using LSTM Model

Last Week's Project

- Find another paper source about Smart Energy Grid and LSTM Prediction

This Week's Project

- Search for some Energy Usage Data

-Dataset Preparation

Monthly Goals

-Able to simulate ML with a modified model

-Design the proposed solution of Smart Grid Energy into an LSTM simulation

Annual Goals

- Accepted paper in Local & International Conference

- Accepted journal indexed by SCI