A modified ADMM solver with concurrent primal updates and proximal Jacobian regularization produces the same battery flexibility schedule as centralized optimization for 100 prosumers but runs 5-12 times faster.
The degra- dation factors of such batteries are predominantly depending on charge-discharge cycle depth during operation
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Centralised and Distributed Optimization for Aggregated Flexibility Services Provision
A modified ADMM solver with concurrent primal updates and proximal Jacobian regularization produces the same battery flexibility schedule as centralized optimization for 100 prosumers but runs 5-12 times faster.