CRMG · Cyber Resilience of Micro-Grids
„Хоризонт 2020“ — Действия „Мария Склодовска-Кюри“
- Период
- 2021-10-01 → 2023-09-30
- Финансиране от ЕС
- 224 934 €
- Участници
- 1
- Схема
- MSCA-IF
Линиите свързват координатора с партньорите.
Накратко на български
Микромрежите за електроенергия се анализират за устойчивост срещу кибератаки, които могат да нарушат управлението им чрез манипулиране на данни. Това е важно, за да се подобри сигурността на електрическата мрежа преди масовото ѝ внедряване в Европа.
Кратко обяснение, генерирано от езиков модел по текста на CORDIS. Оригиналът е по-долу.
Резултати накратко
Cyber Resilience of Micro-Grids
The microgrid is a small-scale power system consisting of distributed energy resources and local loads, which can operate independently or grid-connected, to increase system flexibility, resilience, and economics. As the control and operation functions in microgrids are achieved by communication infrastructures, it brings along cyber-security problems. The information manipulation and disruption in the control process will damage the secure and stable operation of the microgrid systems. In this project, we provide cyber-resilience analysis and enhancement methods for microgrids from the system and control perspective. The microgrid small-signal stability under cyber-attacks that aims to destabilize the system is analyzed. The data-driven cyber-resilient control strategy is developed based on adversarial deep reinforcement learning. The proposed research is important and timely, as the cyber resilience of the electricity grid is an emerging and urgent concern. The networked control system and its cyber-security of microgrids are important topics to be explored before large-scale applications in future power systems. The analysis and countermeasures in this project could contribute to the cyber-resilience of the electricity grid and future microgrid development in Europe.
Текст от CORDIS, на английски · Данни: CORDIS, © Европейски съюз
Цел на проекта
The data manipulation and disruption in the energy service and control process will damage the stable and secure operation of the microgrid (MG) systems. This proposal, cyber resilience of MGs (CRMG), investigates this problem from the system and control perspective. In particular, the MGs with distributed secondary control challenged by communication latency and denial-of-service (DoS) attacks will be studied. The objective is to provide holistic analysis and countermeasures for MGs under this cyber-attack scenario. The system model will be developed and analysed, while a model-based resilient framework to mitigate the influence of cyber-attacks will be provided. Besides, a data-driven cyber-resilient control based on deep reinforcement learning (DRL) will be proposed to provide online optimal control of MGs under unknown attack scenarios. The controller hardware-in-the-loop (HIL) experiment will be conducted to provide a realistic validation of the proposed method.The CRMG project will bridge the research limitations and provide solutions for cyber-resilience enhancement of MGs. The proposed research is important and timely, as the cyber-resilience of the electricity grid is an emerging and urgent concern for many European countries. The rapid development of renewable energy and IoT technologies transform the traditional power systems into distributed power and energy systems. The analysis and countermeasures of MGs under cyber-attacks will be investigated from system and control perspective, which can create both scientific and practical values. A software package with the proposed control tools will be provided, which includes a resilient framework to protect the MG from communication malfunctions by attackers, and a data-driven controller to enhance the system resilience. The research outcome would contribute to the cyber-resilience of the electricity grid and future MG development in Europe.
Оригинален текст от CORDIS (на английски).
Участници
- IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE · LondonКоординаторОбединеното кралство
Връзки
Данни: CORDIS, © Европейски съюз