A framework for online forecast reconciliation is developed via multivariate linear models on graph hierarchies, ridge regression, and recursive least squares, with a demonstration on district heating load data.
Stochastic Nonlinear Modelling and Application of Price-Based Energy Flexibility , shorttitle =
3 Pith papers cite this work. Polarity classification is still indexing.
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A laminar cyber-physical design with standardized interfaces can translate device-level flexibility into reliable grid services across scales, as illustrated by U.S. and Danish pilots and operational deployments.
Dynamic tariffs enabling implicit demand-side flexibility can defer or avoid substation reinforcements with estimated savings of 13-48 million DKK per constrained site in Denmark.
citing papers explorer
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Online forecast reconciliation using linear models
A framework for online forecast reconciliation is developed via multivariate linear models on graph hierarchies, ridge regression, and recursive least squares, with a demonstration on district heating load data.
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Cross-Atlantic Research Agenda for Scalable Grid Architectures and Distributed Flexibility
A laminar cyber-physical design with standardized interfaces can translate device-level flexibility into reliable grid services across scales, as illustrated by U.S. and Danish pilots and operational deployments.
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Scaling Demand-Side Flexibility Through Dynamic Tariffs
Dynamic tariffs enabling implicit demand-side flexibility can defer or avoid substation reinforcements with estimated savings of 13-48 million DKK per constrained site in Denmark.