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Simulation-based virtual testbed for energy flexibility in manufacturing

2026-07-28 · Journal of Simulation

One-line summary

A solar energy research paper on Simulation-based virtual testbed for energy flexibility in manufacturing.

Engineering notes

Engineering notes will be added by the Power for Solar editorial team.

Chinese explanation / 中文解读

中文解读待补充:本站会优先为光伏效率、钙钛矿太阳能电池、储能技术、太阳能热利用、BIPV、并网技术等高价值论文补充中文说明。

Original abstract

The increasing reliance on renewable energy sources, such as solar and wind, is essential for reducing emissions, but their volatility challenges grid stability and requires flexible demand-side solutions. While load shifting is already applied in private households, production systems are more complex and less adaptable. Therefore, methods are needed to develop and evaluate energy-flexibility strategies for industrial contexts. This paper presents a virtual testbed for evaluating energy-flexibility strategies in manufacturing systems. The main methodological contribution is a requirements-driven and ontology-based development approach for a modular simulation environment that integrates production processes, renewable generation, battery storage, and external grid interaction. The testbed supports the structured representation and experimental analysis of coupled production and energy flows, including load shifting and storage-based flexibility measures. A physically implemented, scaled learning factory is used for model validation, while simulation-based experiments are used to assess operational flexibility measures under controlled conditions. The results indicate that production timing, load-profile adaptation, and storage conditions influence grid import, self-sufficiency, and the utilization of photovoltaic energy. The proposed testbed provides a modular and extensible environment for analysing energy-flexibility strategies and supports the methodological evaluation of coupled production and energy systems.

5.0Engineering value
7.0Research novelty
4.0Business relevance

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