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Bayesian Calibration for Power Splitting in Single Shaft Combined Cycle Plant Diagnostics
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Condition monitoring and diagnostics of a combined cycle gas turbine (CCGT) power plant has become an important tool to improve its availability, reliability, and performance. However, there are two major challenges in the ...
A Robust Error Pursuing Sequential Sampling Approach for Global Metamodeling Based on Voronoi Diagram and Cross Validation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Surrogate models are widely used in simulationbased engineering design and optimization to save the computing cost. The choice of sampling approach has a great impact on the metamodel accuracy. This article presents a ...
A Wind Speed Forecasting Method Using Gaussian Process Regression Model Under Data Uncertainty
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Wind speed forecasting plays a pivotal role in power prediction, daily operations, and optimal scheduling of wind farms. However, accurately predicting wind speed remains challenging due to data uncertainties and the ...
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