Deep learning-enabled MCMC for probabilistic state estimation in district heating grids
Andreas Bott, Tim Janke, Florian Steinke
Topics & Concepts
Markov chain Monte CarloGridPosterior probabilityState spaceMonte Carlo methodComputer scienceMathematical optimizationProbabilistic logicSolverAlgorithmApplied mathematicsMathematicsBayesian probabilityArtificial intelligenceStatisticsGeometryIntegrated Energy Systems OptimizationProbabilistic and Robust Engineering DesignBuilding Energy and Comfort Optimization