IEEE

A Hybrid CNN-LSTM-Attention Deep Learning Model for Forecasting Time-Series Electric Vehicles Fast Charging Loads at Public Stations

Abstract: With large-scale adoption of Electric Vehicles (EVs), forecasting of charging loads is becoming crucial for utilities and network operators to understand the impact, plan for infrastructure ...
IEEE

A Machine Learning-Based Approach for Multi-Objective, Multi-Product, and Multi-Period Supply Chain Optimization via Demand Forecasting

Abstract: The main aim of this research study is to provide a complex machine learning framework for Multi-Objective, Multi-Product, and Multi-Period Supply Chain Optimization (M3 SCO). We used a ...