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Found 9 papers, 2 papers with code
On the Solution Uniqueness of Data-Driven Modeling of Flexible Loads
To address this, we analyze the structural and practical identifiability of the PFL model, deriving the condition for the solution uniqueness.
Semi-implicit Continuous Newton Method for Power Flow Analysis
This paper proposes a semi-implicit version of continuous Newton method (CNM) for power flow analysis.
Privacy-Preserved Aggregate Thermal Dynamic Model of Buildings
The thermal inertia of buildings brings considerable flexibility to the heating and cooling load, which is known to be a promising demand response resource.
Aggregate Model of District Heating Network for Integrated Energy Dispatch: A Physically Informed Data-Driven Approach
Second, we propose a physics-informed estimator for the AGM that is robust to low-quality measurements, in which the physical constraints associated with the parameter normalization and sparsity are embedded to improve the accuracy and robustness.
Computationally Enhanced Approach for Chance-Constrained OPF Considering Voltage Stability
The effective management of stochastic characteristics of renewable power generations is vital for ensuring the stable and secure operation of power systems.
Propagating Parameter Uncertainty in Power System Nonlinear Dynamic Simulations Using a Koopman Operator-Based Surrogate Model
We propose a Koopman operator-based surrogate model for propagating parameter uncertainties in power system nonlinear dynamic simulations.
A Robust Data-driven Process Modeling Applied to Time-series Stochastic Power Flow
The proposed method is demonstrated on the IEEE 33-Bus power distribution system and a real-world unbalanced 240-bus power distribution system heavily integrated with renewable energy sources.
An Adaptive-Importance-Sampling-Enhanced Bayesian Approach for Topology Estimation in an Unbalanced Power Distribution System
To overcome the above challenges, this paper proposes a Bayesian-inference framework that allows us to simultaneously estimate the topology and the state of a three-phase, unbalanced power distribution system.
Hierarchical Interactive Architecture based on Coalition Formation for Neighborhood System Decision Making
The global optimal performance in terms of energy cost is met for a market structure (H-MGs, consumers, and retailers) at a Nash optimum point for the formulated scheduling game considering local and general constraints on the spot market.
Optimization and Control -
