MPC policy for home battery dispatch under tiered peak power tariff reaches within 1.7% of the prescient MILP bound on one year of real home data and saves nearly three times as much as the best rule-based policy.
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Derives an entropy-based guarantee on the sum-of-squares upper bound for the joint spectral radius of constrained switched systems and a dimension-reduction technique for low-rank matrix sets.
Formulates a joint optimization for node activation, function placement and routing in 5G, integrates it into MANO, and shows it outperforms alternatives on testbed and operator-derived emulated networks.
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Home Battery Dispatch under a Tiered Peak Power Tariff
MPC policy for home battery dispatch under tiered peak power tariff reaches within 1.7% of the prescient MILP bound on one year of real home data and saves nearly three times as much as the best rule-based policy.
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An entropy-based bound for the computational complexity of a switched system
Derives an entropy-based guarantee on the sum-of-squares upper bound for the joint spectral radius of constrained switched systems and a dimension-reduction technique for low-rank matrix sets.
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An Optimization-enhanced MANO for Energy-efficient 5G Networks
Formulates a joint optimization for node activation, function placement and routing in 5G, integrates it into MANO, and shows it outperforms alternatives on testbed and operator-derived emulated networks.