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Diagnostic Checking in Stochastic Dynamic Programming
Publisher: American Society of Civil Engineers
Abstract: A testing procedure to diagnose whether the stochastic dynamic programming (SDP) models for reservoir operations will converge is presented. Theoretically, the stability of SDP can be diagnosed by checking whether a ...
Testing Stochastic Dynamic Programming Models Conditioned on Observed or Forecasted Inflows
Publisher: American Society of Civil Engineers
Abstract: This paper presents and compares four types of stochastic dynamic programming (SDP) for on‐line reservoir operation, relying on observed or forecasted inflows. The models are different because of the assumptions regarding ...
Data Synthesis Based on Empirical Mode Decomposition
Publisher: ASCE
Abstract: The purpose of this paper is to introduce an effective way to solve the problem of nonstationary data generation. Empirical mode decomposition (EMD) algorithms have been widely used in data diagnosis. A new EMD-based data ...