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Dynamic Operating Envelopes Embedded Peer-to-Peer-to-Grid Energy Trading
A novel decentralized peer-to-peer-to-grid (P2P2G) trading mechanism considering distribution network integrity is proposed.
Battery Valuation and Management for Battery Swapping Station with an Intertemporal Framework
Battery swapping as a business model for battery energy storage (BES) has great potential in future integrated low-carbon energy and transportation systems.
Improving Sample Efficiency of Deep Learning Models in Electricity Market
The superior performance of deep learning relies heavily on a large collection of sample data, but the data insufficiency problem turns out to be relatively common in global electricity markets.
Electrochemical Parameter Identification for Lithium-ion Battery Sources in Self-Sustained Transportation Energy Systems
Based on the sensitivity indexes, the SSO algorithm can decouple the mixed impacts of different parameters during the identification.
A simplified electro-chemical lithium-ion battery model applicable for in situ monitoring and online control
The penetrations of lithium-ion batteries in transport, energy and communication systems are increasing rapidly.
