We propose an energy management system (EMS) that, at short time scale, controls energy flows and ventilation airflow. By using proper optimization algorithms, we manage to match supply with demand, while minimizing energy daily costs. This not only helps mitigate rising energy costs but also addresses pressing environmental concerns associated with carbon emissions and fossil fuel. The goal of the project is to develop and demonstrate instrumentation on a data collection car to measure potential regenerative braking performance, peak shaving, and energy savings in the New York City Transit subway environment. Data was collected periodically over 15 months from a train in. Abstract—In the Paris subway system, stations represent about one third of the overall energy consumption.
[pdf] SFP ports are modular network interfaces used to connect switches, routers, servers, and fiber optic links through interchangeable transceiver modules. Unlike standard RJ45 Ethernet ports, SFP ports can support both fiber optic and copper Ethernet connections depending on the installed module. Think of it as the “translator” for your network equipment, converting electrical signals into optical signals. Small Form-factor Pluggable (SFP) is a compact, hot-pluggable network interface module format used for both telecommunication and data communications applications. Transceiver compatibility is a key concern in enterprise network deployments.
[pdf] 
