Bayesian inference for thermal response test parameter estimation and uncertainty assessment
暂无分享,去创建一个
Ryozo Ooka | Hideki Kikumoto | Ruchi Choudhary | Wonjun Choi | R. Ooka | W. Choi | R. Choudhary | H. Kikumoto
[1] Jeffrey D. Spitler,et al. Natural convection in groundwater-filled boreholes used as ground heat exchangers , 2016 .
[2] P. Blum,et al. Analytical approach to groundwater-influenced thermal response tests of grouted borehole heat exchangers , 2013 .
[3] J. C. Jaeger,et al. Conduction of Heat in Solids , 1952 .
[4] W. K. Hastings,et al. Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .
[5] A. O'connell,et al. New analytical solution for sizing vertical borehole ground heat exchangers in environments with significant groundwater flow: Parameter estimation from thermal response test data , 2011, HVAC&R Research.
[6] Pingfang Hu,et al. A method and case study of thermal response test with unstable heat rate , 2012 .
[7] Alvin C.K. Lai,et al. Parameter estimation of in-situ thermal response tests for borehole ground heat exchangers , 2012 .
[8] D. Shanno. Conditioning of Quasi-Newton Methods for Function Minimization , 1970 .
[9] René Lefebvre,et al. A Review of Thermal Response Test Analysis Using Pumping Test Concepts , 2011, Ground water.
[10] James V. Beck,et al. Parameter Estimation in Engineering and Science , 1977 .
[11] J. Beck,et al. Determining effective soil formation thermal properties from field data using a parameter estimation technique , 1998 .
[12] S. Chib,et al. Understanding the Metropolis-Hastings Algorithm , 1995 .
[13] Peter Congdon. Applied Bayesian Hierarchical Methods , 2010 .
[14] J. J. Moré,et al. Levenberg--Marquardt algorithm: implementation and theory , 1977 .
[15] M. Cimmino,et al. Experimental determination of the g-functions of a small-scale geothermal borehole , 2015 .
[16] Jeffrey D. Spitler,et al. Development of an in-situ system and analysis procedure for measuring ground thermal properties , 2000 .
[17] Gong Li,et al. Applications of Bayesian methods in wind energy conversion systems , 2012 .
[18] Chris Underwood. Ground source heat pumps: observations from United Kingdom ground thermal response tests , 2013 .
[19] C. G. Broyden. The Convergence of a Class of Double-rank Minimization Algorithms 1. General Considerations , 1970 .
[20] Richard A. Beier,et al. Transient heat transfer in a U-tube borehole heat exchanger , 2014 .
[21] D. Goldfarb. A family of variable-metric methods derived by variational means , 1970 .
[22] Daniel Castro-Fresno,et al. How to correct the ambient temperature influence on the thermal response test results , 2015 .
[23] Ryozo Ooka,et al. Effect of disturbance on thermal response test, part 2: Numerical study of applicability and limitation of infinite line source model for interpretation under disturbance from outdoor environment , 2016 .
[24] A. Busso,et al. First in situ determination of ground and borehole thermal properties in Latin America , 2004 .
[25] Donggen Peng,et al. Parameter estimation of in-situ thermal response test with unstable heat rate , 2015 .
[26] Daniel Pahud,et al. Numerical evaluation of thermal response tests , 2007 .
[27] O. J. Zobel,et al. Heat conduction with engineering, geological, and other applications , 1955 .
[28] G. Hellström,et al. Comparison of four models for thermal response test evaluation , 2003 .
[29] Louis Gosselin,et al. New methodology to design ground coupled heat pump systems based on total cost minimization , 2014 .
[30] Kenneth Levenberg. A METHOD FOR THE SOLUTION OF CERTAIN NON – LINEAR PROBLEMS IN LEAST SQUARES , 1944 .
[31] R. Ooka,et al. Effect of natural convection on thermal response test conducted in saturated porous formation: Comparison of gravel-backfilled and cement-grouted borehole heat exchangers , 2016 .
[32] P. Mogensen. Fluid to duct wall heat transfer in duct system heat storages , 1983 .
[33] R. Fletcher,et al. A New Approach to Variable Metric Algorithms , 1970, Comput. J..
[34] Esmail M. A. Mokheimer,et al. First in situ determination of the ground thermal conductivity for boreholeheat exchanger applications in Saudi Arabia , 2009 .
[35] D. Marquardt. An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .
[36] Nicholas Zabaras,et al. Hierarchical Bayesian models for inverse problems in heat conduction , 2005 .
[37] Signhild Gehlin,et al. A Mobile Equipment for Thermal Response Test , 1996 .
[38] L. Schiavi,et al. Estimation of soil and grout thermal properties through a TSPEP (two-step parameter estimation proce , 2011 .
[39] Ryozo Ooka,et al. Interpretation of disturbed data in thermal response tests using the infinite line source model and numerical parameter estimation method , 2015 .
[40] L. Lamarche,et al. Field demonstration of a first thermal response test with a low power source , 2015 .
[41] Ryozo Ooka,et al. Effect of disturbance on thermal response test, part 1: Development of disturbance analytical model, parametric study, and sensitivity analysis , 2016 .
[42] Stephen P. Kavanaugh,et al. Ground Source Heat Pumps : Design of Geothermal Systems for Commercial and Institutional Buildings , 1997 .
[43] C. K. Lee,et al. Effects of multiple ground layers on thermal response test analysis and ground-source heat pump simulation , 2011 .
[44] John A. Nelder,et al. A Simplex Method for Function Minimization , 1965, Comput. J..
[45] J. Beck,et al. Field Test of a New Method for Determining Soil Formation Thermal Conductivity and Borehole Resistance , 2000 .
[46] Hikari Fujii,et al. An improved thermal response test for U-tube ground heat exchanger based on optical fiber thermometers , 2009 .
[47] A. Lai,et al. Review of analytical models for heat transfer by vertical ground heat exchangers (GHEs): A perspective of time and space scales , 2015 .
[48] Stanislaw Kajl,et al. A review of methods to evaluate borehole thermal resistances in geothermal heat-pump systems , 2010 .
[49] Yufeng Zhang,et al. Thermal response test and numerical analysis based on two models for ground-source heat pump system , 2013 .
[50] Chakravarthy Balaji,et al. Estimation of parameters in multi-mode heat transfer problems using Bayesian inference : Effect of noise and a priori , 2008 .
[51] S. E. Ahmed,et al. Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference , 2008, Technometrics.
[52] Yan Shang,et al. Intermittent experimental study of a vertical ground source heat pump system , 2014 .
[53] Shubhankar Chakraborty,et al. Application of Bayesian Inference Technique for the reconstruction of an isothermal hot spot inside a circular disc from peripheral temperature measurement – A critical assessment , 2015 .
[54] H. Witte,et al. Error analysis of thermal response tests , 2013 .
[55] S. Gehlin. Thermal response test : method development and evaluation , 2002 .
[56] Esmail M. A. Mokheimer,et al. Energy, exergy and uncertainty analyses of the thermal response test for a ground heat exchanger , 2009 .
[57] N. Metropolis,et al. Equation of State Calculations by Fast Computing Machines , 1953, Resonance.
[58] Philip D O'Neill,et al. A tutorial introduction to Bayesian inference for stochastic epidemic models using Markov chain Monte Carlo methods. , 2002, Mathematical biosciences.
[59] G. Hagen,et al. Ueber die Bewegung des Wassers in engen cylindrischen Röhren , 1839 .
[60] L. Gosselin,et al. Borehole temperature evolution during thermal response tests , 2011 .
[61] J. Kaipio,et al. Simultaneous estimation of spatially distributed thermal conductivity, heat capacity and surface heat transfer coefficient in thermal tomography , 2012 .
[62] S. Gehlin. Thermal response test : in situ measurements of thermal properties in hard rock , 1998 .
[63] N. Gnanasekaran,et al. A Bayesian approach for the simultaneous estimation of surface heat transfer coefficient and thermal conductivity from steady state experiments on fins , 2011 .
[64] J. Spitler,et al. Reference data sets for vertical borehole ground heat exchanger models and thermal response test ana , 2011 .
[65] Saqib Javed. Thermal Response Testing: Results and Experiences from a Ground Source Heat Pump Test Facility with Multiple Boreholes , 2013 .
[66] Phillip Biddulph,et al. nferring the thermal resistance and effective thermal mass istribution of a wall from in situ measurements to characterise heat ransfer at both the interior and exterior surfaces , 2016 .
[67] Sherif L. Abdelaziz,et al. Counterbalancing ambient interference on thermal conductivity tests for energy piles , 2015 .
[68] Jeffrey D. Spitler,et al. Accuracy of borehole thermal resistance calculation methods for grouted single U-tube ground heat exchangers , 2017 .
[69] P. F. Córdoba,et al. Improving parameter estimates obtained from thermal response tests: Effect of ambient air temperatur , 2011 .