Fachrizal Aksan

CNN-LSTM vs. LSTM-CNN to Predict Power Flow Direction: A Case Study of the High-Voltage Subnet of Northeast Germany

Fachrizal Aksan, Yang Li, Vishnu Suresh et al. · Sensors · 2023 · 67 citations · Full text

Northeast Germany, Convolutional Neural Network, Engineering +16

Clustering Methods for Power Quality Measurements in Virtual Power Plant

Fachrizal Aksan, Michał Jasiński, Tomasz Sikorski et al. · Energies · 2021 · 27 citations · Full text

Search Optimization, Cluster Computing, Power Engineering +18

Probabilistic LSTM-Autoencoder Based Hour-Ahead Solar Power Forecasting Model for Intra-Day Electricity Market Participation: A Polish Case Study

Vishnu Suresh, Fachrizal Aksan, Przemysław Janik et al. · IEEE Access · 2022 · 27 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Load Forecasting for the Laser Metal Processing Industry Using VMD and Hybrid Deep Learning Models

Fachrizal Aksan, Vishnu Suresh, Przemysław Janik et al. · Energies · 2023 · 17 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Optimal Capacity and Charging Scheduling of Battery Storage through Forecasting of Photovoltaic Power Production and Electric Vehicle Charging Demand with Deep Learning Models

Fachrizal Aksan, Vishnu Suresh, Przemysław Janik · Energies · 2024 · 10 citations · Full text