Papers

Mareska Pratiwi Maharani

Title 1: Bearing Fault Detection using Autoencoder-LSTM for Smart Factory (S)
Target: MDPI Sensors Journal

Title 2: Fault diagnosis in Bearing Sensors by Using Deep Learning Approaches (Pr)
Target: ICTC 2021

Title 3: AI-Based Activity-Pattern Recognition in Smart Factory Floor (Pr)
Target: Summer Intensive 2021

Last Week's Progress

Title 1:
- Manuscript Resubmitted

Title 2:
- Paper surveys
- Simulation troubleshoot

Title 3:
- Paper surveys

This Week Todo's

Title 1:
- Editor assigned
- Waiting for review

Title 2:
- Conclude realated works
- Start paper writing

Title 3:
- Paper surveys
- Investigate propose DL algorithms (AE-LSTM, CNN, Bi-LSTM)

Project Progress

IoT Application for Smart Home, Website Management

Last Week's Project

IoT Application for Smart Home
- Research regarding MQTT & Zigbee as protocol to implement thermal array wirelessly
- Paper Survey related to networking in IIoT standards
- Investigate to apply AE-LSTM & Bi-LSTM with gathered vibration dataset

Website Management
- Weekly checking NSL website contents with website manager
- Try to add domestic journal button

This Week's Project

IoT Application for Smart Home
- Paper Survey related to networking in IIoT standards
- Investigate vibration dataset with various DL techniques

Website Management
- Weekly checking NSL website contents with website manager
- Troubleshoot the error linked to the contents

Monthly Goals

- Finish online learning course
- Read more related papers
- Explore python in Google Colab

Annual Goals

- Participate in local conference: KICS Winter 2021 (Done)
- Participate in international conference: ICTC 2021 (Plan)
- Publish one SCI journal