Pdf Bayesian Inference For Thermal Model Of Synchronous Generator

Pdf Bayesian Inference For Thermal Model Of Synchronous Generator In this paper, a thermal model of an air cooled synchronous generator is presented, emphasizing the various aspects of parameter estimation and identifiability using bayesian inference. inferences are drawn from the posterior distributions of the parameters and initial conditions, dispersion (spreading) of particles and sampling efficiency. In this paper, a thermal model of an air cooled synchronous generator is presented, emphasizing the various aspects of parameter estimation and identifiability using bayesian inference.

Pdf Bayesian Inference For Thermal Model Of Synchronous Generator This paper is the part ii of the series on parameter and state estimation using the bayesian inference for a thermal model of a synchronous generator. part i is about parameter estimation. in this. A hydro generator should be able to operate short term beyond its thermal capability limit. this requires the monitoring of internal temperatures in the hydro generator. in this paper, a thermal model of an air cooled synchronous generator is presented, emphasizing the various aspects of parameter estimation and identifiability using bayesian. In this paper, a thermal model of an air cooled synchronous generator is presented, emphasizing the various aspects of parameter estimation and identifiability using bayesian inference. Figure 8. metal and air temperatures estimation using ukf and enkf with different number of particles. in the figure, φ15k = 15 · k where k = {7,6,5,4,3,2,1,0} is mapped for number of particles np = {5,10,20,50,100,200,500,1000} for rotor copper temperature estimate t̂r,k|k . similarly, φ2k = 2 · k for air gap temperature estimate t̂ δa,k|k . φ 15 k and φ 2 k are introduced for.