Adi Novitarini Putri

Contact: adi.novitarini@its.ac.id

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Short Bio

I'm a junior lecture at the Department of Naval Architecture, Faculty of Marine Technology, Institut Teknologi Sepuluh Nopember, Indonesia.

Research Profile

My major research interests lie in control system and reinforcement learning.

Teaching

  • Computer Programming(2024)
    Undergraduate's level course at the Department of Naval Architecture, Institut Teknologi Sepuluh Nopember [Code]
  • EL4123 Digital Control Systems(2023)
    Undergraduate’s level course at the Department of Electrical Engineering, Institut Teknologi Bandung [link]
    Examiner and teaching assistant

  • EL3015 Control Systems(2022)
    Undergraduate’s level course at the Department of Electrical Engineering, Institut Teknologi Bandung
    [link]
    Examiner and teaching assistant

  • EL4113 Instrumentation Systems Laboratory (2023)
    Undergraduate’s level practical course at the Deparment of Electrical Engineering, Institut Teknologi Bandung
    Assistant coordinator. Coordinate at least two student assistants per semester

  • EL3215 Control Systems Laboratory (2023)
    Undergraduate’s level practical course at the Deparment of Electrical Engineering, Institut Teknologi Bandung
    Assistant coordinator. Coordinate at least eight student assistants per semester

Publications

    2023

  • Output Feedback Control for Deterministic Unknown Dynamics Discrete-Time System using Deep Recurrent Q-Networks
    A. N. Putri, E. Hidayat, D. Mahayana and C. Machbub
    IEEE Access [Paper][Code]
  • Data Driven Linear Quadratic Gaussian Control Design
    A. N. Putri, C. Machbub, D. Mahayana and E. Hidayat
    IEEE Access [Paper][Code]
  • Modeling a Single Camera System based on Predicted Bounding Box and Pan-Tilt Angles
    A. N. Putri, E. Hidayat, D. Mahayana and C. Machbub
    2023 IEEE 12th International Conference on System Engineering and Technology (ICSET), Shah Alam, Malaysia [Paper][Code]

    • 2022

  • Linear Quadratic Gaussian using Kalman Network and Reinforcement Learning for Discrete-Time System
    A. N. Putri, E. Hidayat, D. Mahayana and C. Machbub
    2022 IEEE 12th International Conference on System Engineering and Technology (ICSET), Bandung, Indonesia [Paper][Code]
  • Combination of Elman Neural Network and Kalman Network for Modeling of Batch Distillation Process
    A. N. Putri, E. Hidayat, D. Mahayana and C. Machbub
    2022 13th Asian Control Conference (ASCC), Jeju, South Korea [Paper][Code]

    • 2021

  • NARX Neural Network Modeling of Batch Distillation Process
    A. N. Putri, E. Hidayat, D. Mahayana and C. Machbub
    2021 IEEE 11th International Conference on System Engineering and Technology (ICSET), Shah Alam, Malaysia [Paper][Code]

Invited Talks

  • IEEE Education Week : Graduate Student Talk
    Data-Driven Linear Quadratic Gaussian Control System Design
    April 2023, IEEE Indonesia Section

Training

  • Guide Learn to R with Artificial Intelligence(2023)
    Certificate [link]
  • Data Science in Finance: Credit Risk Analysis(2023)
    Certificate [link]
  • R Fundamental for Data Science(2023)
    Certificate [link]
  • Machine Learning: Algoritma K-Means dengan Python(2023)
    Certificate [link]
  • Python for Data Professional Beginner - Part 1(2020)
    Certificate [link]
  • Python Fundamental for Data Science(2020)
    Certificate [link]

Academic Services

  • Review for journals
    IEEE Control Systems Letters

  • Review for international conference
    The Thirteenth International Conference on Learning Representations

Granted Projects

    2024

  • Path Planning for Autonomous Forklift

    Role: Research assistant. PI : Dr. Pranoto Hidaya Rusmin

    • 2023

  • Model-free Reinforcement Learning (RL) for Optimal Control

    Role: Research assistant. PI : Prof. Carmadi Machbub

  • Optimization Object Detection System

    Role: Reseacrh assistant . PI : Prof. Carmadi Machbub

    • 2022

  • Implementation Reinforcement Learning for Process Control

    Roles: Research assistant. PI : Prof. Carmadi Machbub

  • Fault Detection and Fault Tolerant Control in Industrial Process
    Research, Community Service and Innovation (PPMI), Institut Teknologi Bandung
    Roles: Research assistant. PI : Egi Hidayat, PhD.

    • 2021

  • Autonomous Forklift
    PT. Charoend Pokhpand Indonesia
    Role: Research assistant. PI : Dr. Pranoto Hidaya Rusmin

Awards

  • 2022: Ganesha Talent Assistanship

  • 2015: Indocement Scholarship

Master Thesis

    Pemodelan dan Perancangan Kendali Optimal Sistem Kolom Distilasi Tipe Batch dengan Pendekatan Penjejakan Kuadratis Linier
    Adi Novitarini Putri, Master Thesis, School of Electrical Engineering and Informatics, Institut Teknologi Bandung, September 2021 [link]
    (cum laude)