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Optimizing Renewable Energy Using Scalable Solutions: IoT Integration in Renewable Energy Laboratories

Schnelle Fakten

Abstract

This article presents one of the work results from the Cloud Energy Lab (CBEN) research project. The study explores how integrating Internet of Things (IoT) technology into laboratory devices enhances research efficiency, reduces equipment costs, and accelerates experimental processes without additional expenses. The project supports the development of scalable energy systems like electrical grids by enabling cloud-based data exchange between electrical resources, such as fuel cells and E-Drive test benches. It describes the project's IoT structure, showcasing test benches in different labs: a high-voltage battery simulator, an E-Drive test bench in the Electric Drives Lab, and a fuel cell test bench in the Vehicle Drives Lab. Data exchange between these test benches is facilitated by IoT technology, specifically OPC UA and MQTT, for cloud and inter-bench communication. Each test bench has defined interfaces, with equipment modeled as distinct components in MATLAB/Simulink software. This setup connects OPC UA server hardware via test benches or HTTP interfaces to the cloud for parameter setting and data capture, integrating models to form an automotive system for investigating electric and fuel-cell vehicles. Finally, the efficiency of various power scales between E-Drive and fuel cell test benches is evaluated. Key results show improved fuel cell design area, optimized energy flow, and significant cost savings through reduced equipment needs enabled by IoT and cloud technologies. These advancements contribute to the scalability of microgrids and simplify renewable energy integration without requiring co-located labs or large-scale power devices.

Schlagwörter

AI

Batteries

Cloud computing

Costs

Fuel cells

Internet of Things

Internet of Things

MATLAB

MQTT

OPC UA

Renewable energy sources

Scalability

Servers

Software

System integration

battery simulator

electric vehicles

fuel cell

fuel cell vehicles

hydrogen

microgrids

renewable resources

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