Lab. Manajemen Energi, Teknik Fisika - FTI-ITB

Lab. Manajemen Energi, Teknik Fisika - FTI-ITB

Publikasi

Publikasi Pilihan Laboratorium Manajemen Energi

Berikut adalah daftar gabungan publikasi ilmiah dari para peneliti di Laboratorium Manajemen Energi, Teknik Fisika ITB, yang berfokus pada bidang sistem energi, efisiensi energi pada bangunan, dan teknologi energi cerdas (*smart energy*).

  1. Adaptive Ensemble Learning for Enhancing Building Energy Consumption Prediction: Insights from COVID-19 Pandemic Energy Consumption Dynamics
    (2025), Journal of Engineering and Technological Sciences.
  2. Enhancing University Building Energy Flexibility Performance Using Reinforcement Learning Control
    (2024), IEEE Access.
  3. Sistem Arsitektur Manajemen Bangunan untuk Memaksimalkan Swakonsumsi pada Bangunan Universitas: Studi Kasus
    (2024), Jurnal Nasional Teknik Elektro dan Teknologi Informasi.
  4. Audit Energi Menggunakan Intensitas Konsumsi Energi untuk Konservasi Energi di Gedung Kampus
    (2024), Momentum.
  5. Comparison of multi-criteria decision-making methods for selection of optimum passive design strategy
    (2024), Energy and Buildings.
  6. Experiment and simulation to determine the optimum orientation of building-integrated photovoltaic on tropical building façades
    (2024), Energy and Built Environment.
  7. Comparasion of HVAC Energy Consumption Prediction in an Academic Building using LSTM and DNN
    (2024), Jurnal Ecotipe.
  8. Reliability Evaluation of Advanced Metering Infrastructure Based on Isolation Forest Anomalies Detection
    (2024), IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS).
  9. State-Of-Health Estimation for Lithium-Ion Batteries Using Supervised Machine Learning: XGBoost
    (2024), ITB Graduate School Conference.
  10. Enhancing the Reliability of Photovoltaic Systems in Microgrid at Campus Area
    (2024), Jurnal Otomasi, Kontrol, dan Instrumentasi.
  11. Pemodelan dan Simulasi MPPT pada Sistem PLTS Menggunakan Metode DNN
    (2023), Jurnal Nasional Teknik Elektro dan Teknologi Informasi.
  12. Daylighting design optimization of symmetrical bilateral openings with internal blinds in tropical classrooms
    (2023), Building Simulation 2023.
  13. Enhancing HVAC Electricity Load Prediction Accuracy using Bi-LSTM Method
    (2023), 8th International Conference on Instrumentation, Control, and Automation (ICA).
  14. Development of room temperature prediction gray-box model using RC-Network analogy
    (2023), American Institute of Physics Conference Series.
  15. Development of Digital Twin Platform for Electric Vehicle Battery System
    (2023), International Journal of Sustainable Transportation Technology.
  16. Experimental evaluation of daylighting performance and energy output of building-integrated photovoltaic (BIPV) panel in Bandung, Indonesia
    (2023), IOP Conference Series: Earth and Environmental Science.
  17. Development of Non-Intrusive Load Monitoring of Electricity Load Classification with Low-Frequency Sampling Based on Support Vector Machine
    (2023), Journal of Engineering and Technological Sciences.
  18. Temperature anomaly detection in Battery Energy Storage System (BESS) using machine learning methods
    (2023), Engineering Physics International Conference 2021 – Epic 2021.
  19. Development of low-frequency switching circuit for battery voltage equalization
    (2023), Engineering Physics International Conference 2021 – Epic 2021.
  20. Pengembangan Pengontrol Tegangan Sistem Mikrogrid Cerdas Menggunakan Sistem Baterai Penyimpan Energi
    (2022), Journal of Science and Applicative Technology.
  21. Pack-to-Multicell Equalization of Lithium Battery String Based on Series-Parallel Topology of Switched-Capacitor Circuit
    (2022), 7th International Conference on Electric Vehicular Technology (ICEVT).
  22. Predicting Electricity Consumption in Microgrid-Based Educational Building Using Google Trends, Google Mobility, and COVID-19 Data
    (2022), IEEE Access.
  23. Development of Remaining Useful Life (RUL) Prediction of Lithium-ion Battery Using Genetic Algorithm-Deep Learning Neural Network (GADNN) Hybrid Model
    (2022), 7th International Conference on Electric Vehicular Technology (ICEVT).
  24. Peningkatan Kinerja Microgrid Bangunan Kampus dengan Simulasi Multi Skenario dan Analisis Sensitivitas
    (2021), Journal of Science and Applicative Technology.
  25. State of Charge (SoC) Estimation of Battery Energy Storage System (BESS) Using Artificial Neural Network (ANN) Based on IoT-Enabled Embedded System
    (2021), International Conference on Instrumentation, Control, and Automation (ICA).
  26. The Simulation of Wave Energy Conversion by Floating Point Absorber Buoy in Indonesian Sea Waves
    (2021), International Conference on Instrumentation, Control, and Automation (ICA).
  27. Support Vector Machine to Predict Electricity Consumption in the Energy Management Laboratory
    (2021), Jurnal RESTI (Rekayasa Sistem Dan Teknologi Informasi).
  28. Data Driven Building Electricity Consumption Model Using Support Vector Regression
    (2021), Journal of Engineering and Technological Sciences.
  29. Simulasi Energi dan Keekonomian Sistem Pembangkit Listrik Tenaga Surya (PLTS) untuk Fungsi Peak Load Shaving pada Bangunan di Lingkungan Kampus ITB
    (2021), Journal of Science and Applicative Technology.
  30. Modeling Process Dynamics in Membrane-Electrolyte Assemblies of Chloralkali Electrolyzers
    (2021), Doctoral Dissertation.
  31. Sarima and Artificial Neural Network Models for Forecasting Electricity Consumption of a Microgrid Based Educational Building
    (2020), IEEM2020, Virtual Conference.
  32. Pemodelan Manajemen Energi Mikrogrid Pada Sistem Bangunan Cerdas
    (2020), Jurnal Nasional Teknik Elektro dan Teknologi Informasi.
  33. Performance Analysis of Energy Storage in Smart Microgrid Based on Historical Data of Individual Battery Temperature and Voltage Changes
    (2019), Journal of Engineering and Technological Sciences.
  34. Battery Discharging Temperature Prediction Using Holt’s Double Exponential Smoothing
    (2019), 6th International Conference on Electric Vehicular Technology (ICEVT).
  35. Development of Active Cell To Cell Battery Balancing System for Electric Vehicle Applications
    (2019), 6th International Conference on Electric Vehicular Technology (ICEVT).
  36. Development of Big Data Analytics Platform for Electric Vehicle Battery Management System
    (2019), 6th International Conference on Electric Vehicular Technology (ICEVT).
  37. Energy Consumption Simulation and Analysis of Rear-Driven Electric Bus with Regenerative Braking
    (2019), 6th International Conference on Electric Vehicular Technology (ICEVT).
  38. Evaluation of Discretization Methods for Modeling the Chloralkali Membrane Process
    (2019), Computer Aided Process Engineering, Elsevier.
  39. Optimization under Uncertainty Based on a Data-driven Model for a Chloralkali Electrolyzer Cell
    (2019), Computer Aided Process Engineering, Elsevier.
  40. Development of Battery Thermal Management System for LiFeMnPO4 Module Using Air Cooling Method
    (2017), 4th International Conference On Electric Vehicular Technology (ICEVT 2017).
  41. State of Energy (SOE) Estimation of LiNiCoAlO2 Battery Module Considering Cells Unbalance and Energy Efficiency
    (2017), 4th International Conference On Electric Vehicular Technology (ICEVT 2017).
  42. Battery Module Performance Improvement Using Active Cell Balancing System Based on Switched-Capacitor Boost Converter (S-CBC)
    (2017), 4th International Conference On Electric Vehicular Technology (ICEVT 2017).
  43. Development of Battery Monitoring System in Smart Microgrid Based on Internet of Things (IoT)
    (2017), Procedia Engineering, Engineering Physics International Conference (EPIC).
  44. A Study on Integration of 1kW PEM Fuel Cell into a Smart Microgrid System with Programmable Scenario
    (2017), Procedia Engineering, Engineering Physics International Conference (EPIC).
  45. Dynamic Model of Chloralkali Membrane Process
    (2016), Procedia Engineering, Elsevier.
  46. Non-adiabatic Condition on the Natural Gas Energy Custody Transfer Using Orifice Flow Meter
    (2015), MAPAN-Journal of Metrology Society of India.
  47. State of Charge (SOC) Estimation of LiFePO4 Battery Module Using Support Vector Regression
    (2015), 3rd IEEE International Conference on Electrical Vehicular Technology (ICEVT-2015).
  48. Development of Battery Management System for Cell Monitoring and Protection
    (2014), IEEE Int. Conf. Elec tr. Eng. Comput. Sci..
  49. State of Charge (SOC) Estimation of LiFePO4 Battery Module Using Coulomb Couting Method with Modified Peukert
    (2013), IEEE Joint International Conference on Rural Information and Communication Technology and Electric Vehicle Technology.
  50. Modeling and Identification of the Oxygen Excess Ration for an Open Cathode PEM Fuel Cell System
    (2012), Journal of Mechatronics, Electrical Power, and Vehicular Technology.
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