ENS Rennes - Real-Time Control of Electrical Distribution Grids
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Distributed Control and Optimization for Autonomous Power Grids
control and optimization with a focus on the analysis of multi-agent decision scenarios and on the design of decentralized and networked control strategies We cover the topics of decentral-ized control of power converters in low-inertia power systems real-time control of distribution grids optimal and distributed |
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Real Time Control of Electrical Distribution Grids with
amount of renewables to the electricity mix? First many distribution grids would face power quality problems such as over‐and under‐ voltages and excessive line‐currents Second the existing reserve mechanisms that are required to maintain power balance at all times |
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AI-based control of smart grids: analysis of the
AI-based control of smart grids: analysis of the vulnerabilities of an AI-based algorithm used to control an electric vehicles recharging infrastructure (Internship description) Keywords Machine Learning Data Poisoning (Cyber) Attacks Multi-Armed Bandits AdaptiveMulti-AgentsSmartCharging Supervisors and associated researchers Three main |
Can Ders be used for voltage control & CVR?
While voltage control and CVR are part of the standard operating procedure in the industry, the use of DERs or distributed control components for CVR is still in its infancy. The regulation around using IBRs for voltage control is dictated by the IEEE 1547 standard and individual state requirements such as California’s Rule 21.
Can distributed cooperation be used for voltage regulation in future distribution networks?
Distributed cooperation for voltage regulation in future distribution networks IEEE Transactions on Smart Grid, 13 ( 2022), pp. 4483 - 4493, 10.1109/TSG.2022.3191389 Decentralized voltage control in active distribution systems: Features and open issues Consensus multi-agent reinforcement learning for volt-var control in power distribution networks
Can three-phase battery energy storage systems control frequency support in microgrids?
Control strategy of three-phase battery energy storage systems for frequency support in microgrids and with uninterrupted supply of local loads. IEEE Trans. Power Electron. 29: 5010 – 20 76. Mégel O, Liu T, Hill DJ, Andersson G. 2018. Distributed secondary frequency control algorithm considering storage efficiency.
How are ML-based solutions implemented in power grids?
Implementing ML-based schemes in a distributed manner: The majority of existing ML-based solutions in power grids are assumed to be deployed in a centralized way, where system-wide data such as PMU measurements are uploaded to the control center for ML implementation.
