1/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005.

Slides:



Advertisements
Similar presentations
9th ITPA Confinement Database and Modelling Topical Physics Group meeting in St. Petersburg 1/13 A maximum likelihood analysis of the L-H transition DB.
Advertisements

Principal Component Analysis Based on L1-Norm Maximization Nojun Kwak IEEE Transactions on Pattern Analysis and Machine Intelligence, 2008.
1/15 D. C. McDonald et al, Particle and Energy Transport in Dedicated  *,  and  * Scans in JET ELMy H-modes, IAEA - 20th Fusion Energy Conference, Vilamoura,
IAOS 2014 Conference – Meeting the Demands of a Changing World Da Nang, Vietnam, 8-10 October 2014 ROBUST REGRESSION IMPUTATION: CONSIDERATION ON THE INFLUENCE.
ITPA CDBM/Transport Group Meeting, October 2007, Naka 1 C M Roach Euratom/UKAEA Fusion Association, Culham Science Centre, Abingdon, Oxon, OX14 3DB, UK.
Yves Martin Centre de Recherches en Physique des Plasmas Association Euratom - Confédération Suisse Ecole Polytechnique Fédérale de Lausanne (EPFL) CH.
An analysis of ITER H-mode confinement database M Valovič and ITER H-mode Confinement Working Group Acknowledgments: K Thomsen O J W F Kardaun SAS Institute.
R Sartori - page 1 20 th IAEA Conference – Vilamoura Scaling Studies of ELMy H-modes global and pedestal confinement at high triangularity in JET R Sartori.
Attention Deficit Hyperactivity Disorder (ADHD) Student Classification Using Genetic Algorithm and Artificial Neural Network S. Yenaeng 1, S. Saelee 2.
Predictive Integrated Modeling Simulations Using a Combination of H-mode Pedestal and Core Models Glenn Bateman, Arnold H. Kritz, Thawatchai Onjun, Alexei.
Recent JET Experiments and Science Issues Jim Strachan PPPL Students seminar Feb. 14, 2005 JET is presently world’s largest tokamak, being ½ linear dimension.
M.E. Fenstermacher - Summary of Progress and Outlook for Work Plan in PEP ITPA WG on RMP ELM Control 4/23/09 11:15 PM 1 PEP ITPA Working Group on RMP ELM.
Software Engineering Chapter 15 Construction Leads to Initial Operational Capability Fall 2001.
H. Urano, H. Takenaga, T. Fujita, Y. Kamada, K. Kamiya, Y. Koide, N. Oyama, M. Yoshida and the JT-60 Team Japan Atomic Energy Agency JT-60U Tokamak: p.
A Comparative Study of Search Result Diversification Methods Wei Zheng and Hui Fang University of Delaware, Newark DE 19716, USA
Measurement Requirements and Assessment of Measurement Capability David Johnson, Réjean Boivin, Ken Young.
H-mode characteristics close to L-H threshold power ITPA T&C and Pedestal meeting, October 09, Princeton Yves Martin 1, M.Greenwald, A.Hubbard, J.Hughes,
9th ITPA Confinement Database and Modelling Topical Physics Group meeting in St. Petersburg 1/5 NF paper on H-mode confinement DB3 Darren McDonald.
Status of the ASDEX Upgrade Tokamak Programme Hartmut Zohm MPI für Plasmaphysik, EURATOM Association Joint Executive Committee session of IEA-IAs on Pol.
Statistical Methods Statistical Methods Descriptive Inferential
L-H threshold database: Status and Plans J.W. Hughes, J. Stillerman, MIT PSFC Y. Martin, CRPP-EPFL P. Gohil, GA D. McDonald, JET-EFDA Meeting of the ITPA.
October Milano Core-Pedestal Energy Confinement. Empirical Scaling Laws and "stiff" profiles. A. Jacchia 1, F. De Luca 2 1 Consiglio Nazionale.
RFX-mod Programme Workshop 2009 – January 2009 Scaling and validation plans Paolo Franz, Monica Spolaore.
M.E. Fenstermacher - Status of Progress on Work Plan in PEP ITPA WG on RMP ELM Control 12/5/07 11:15 PM 1 PEP ITPA Working Group on RMP ELM Control: 1.
< BackNext >PreviewMain Chapter 2 Data in Science Preview Section 1 Tools and Models in ScienceTools and Models in Science Section 2 Organizing Your DataOrganizing.
Yves Martin Centre de Recherches en Physique des Plasmas Association Euratom - Confédération Suisse Ecole Polytechnique Fédérale de Lausanne (EPFL) CH.
1 Plasma Rotation and Momentum Confinement – DB ITPA - 1 October 2007 by Peter de Vries Plasma Rotation and Momentum Confinement Studies at JET P.C. de.
M.E. Fenstermacher - 2nd Inter-Mtg Conf Call, PEP ITPA WG on RMP ELM Control 8/31/09 18:05 1 PEP ITPA Working Group on RMP ELM Control: 2 nd Inter-Meeting.
Global Stability Issues for a Next Step Burning Plasma Experiment UFA Burning Plasma Workshop Austin, Texas December 11, 2000 S. C. Jardin with input from.
Review. POL 242 – Strong Correlation. Positive or Negative?
MAIN RESULT: Depending on path loss and the scaling of area relative to number of nodes, a novel hybrid scheme is required to achieve capacity, where multihop.
Web: Presentation for BAJC Annual Project Review Hobart Function and Conference Centre, Hobart February 22.
Hysteresis in the L-H-L transition, D C McDonald, ITPA, Princeton 20091/22 Hysterics in the L-H transition D C McDonald.
Effect of low aspect ratio data on H-mode confinement.
Energy Confinement Scaling in the Low Aspect Ratio National Spherical Torus Experiment (NSTX) S. M. Kaye, M.G. Bell, R.E. Bell, E.D. Fredrickson, B.P.
PERSISTENT SURVEILLANCE FOR PIPELINE PROTECTION AND THREAT INTERDICTION International Plan for ELM Control Studies Presented by M.R. Wade (for A. Leonard)
Université d’Ottawa / University of Ottawa 2001 Bio 8100s Applied Multivariate Biostatistics L1a.1 Lecture 1a: Some basic statistical concepts l The use.
TPB Structure St.. Petersburg NEXT STEPS IN PROCESS Approach identified participants to ensure they are willing/able to participate Section coordinators.
The Statistical Testing Project Stefania Donadio and Barbara Mascialino January 15 TH, 2003.
DISCUSSION OF ISSUES, OPPORTUNITIES AND CONCLUSIONS FOR ROTATION AND MOMENTUM TRANSPORT SESSIONS 10th ITPA Transport Physics and CDBM TG Meetings Princeton.
Advanced Residual Analysis Techniques for Model Selection A.Murari 1, D.Mazon 2, J.Vega 3, P.Gaudio 4, M.Gelfusa 4, A.Grognu 5, I.Lupelli 4, M.Odstrcil.
TRANSP for core particle transport studies M. Maslov.
ITPA CDBM/Transport Group Meeting, May 2007, Lausanne 1 C M Roach Euratom/UKAEA Fusion Association, Culham Science Centre, Abingdon, Oxon, OX14 3DB, UK.
SUMMARY OF 4th IPTA TRANSPORT AND ITB PHYSICS TG MEETING St. Petersburg, Russia, April 8-11, 2003 Presented by E.J. Doyle for the TG Note: this summary.
L-H threshold database: Status and Plans J.W. Hughes, J. Stillerman, MIT PSFC Y. Martin, CRPP-EPFL P. Gohil, GA D. McDonald, JET-EFDA ITPA Transport &
Association Euratom-Cea ITPA CDBM group meeting, St Petersburg, October CRONOS simulations of ITER AT scenarios F. Imbeaux, J.F. Artaud, V. Basiuk,
The FDES revision process: progress so far, state of the art, the way forward United Nations Statistics Division.
M. Greenwald, et al., APS-DPP 2006 Density Peaking At Low Collisionality on Alcator C-Mod APS-DPP Meeting Philadelphia, 10/31/2006 M. Greenwald, D. Ernst,
Status of H-mode confinement Database by K. Thomsen  The International Global H-mode Confinement Database: Storage and Distribution Fusion Engineering.
The Mixed Effects Model - Introduction In many situations, one of the factors of interest will have its levels chosen because they are of specific interest.
Status of H-mode confinement Database by K. Thomsen St. Petersburg, April 2003  Data Server Information  Progress in Data Documentation  Content of.
TTF M. Ottaviani Euratom TORE SUPRA Overview of progress in transport theory and in the understanding of the scaling laws M. Ottaviani EURATOM-CEA,
Status of H-mode confinement Database by K. Thomsen, Naka, September 2007  New version DB4v5 (12395 obs) - New data from AUG, DIII-D, JT-60U, NSTX - Hybrid.
1 Peter de Vries – ITPA T meeting Culham – March 2010 P.C. de Vries 1,2, T.W. Versloot 1, A. Salmi 3, M-D. Hua 4, D.H. Howell 2, C. Giroud 2, V. Parail.
Status of NSTX/DIII-D/MAST aspect ratio core confinement comparison studies M. Peng, for E.J. Synakowski For the ITPA Transport Physics Working Group Kyota,
Darren McDonald, TFS1 meeting, 20th April /20 Proposed JET 2006 confinement experiments D C McDonald Structure of talk: Hybrid studies ELMy H-mode,
The Instrumental Variables Estimator The instrumental variables (IV) estimator is an alternative to Ordinary Least Squares (OLS) which generates consistent.
Yves Martin Centre de Recherches en Physique des Plasmas Association Euratom - Confédération Suisse Ecole Polytechnique Fédérale de Lausanne (EPFL) CH.
Yves Martin Centre de Recherches en Physique des Plasmas Association Euratom - Confédération Suisse Ecole Polytechnique Fédérale de Lausanne CH
1Statistical studies ITPA L-mode DBITPA Lausanne meeting 2007 Association Euratom-CEA ITPA L-Mode Database Statistical studies for the scaling of confinement.
An Error Analysis of Dimensionless Confinement Scaling Experiments
Status of H-mode confinement Database by K. Thomsen, Kyoto, April 2005
Status of H-mode confinement Database by K
Using local variable without initialization is an error.
L-H power threshold and ELM control techniques: experiments on MAST and JET Carlos Hidalgo EURATOM-CIEMAT Acknowledgments to: A. Kirk (MAST) European.
TC-2 – Power ratio April 2011, San Diego
5.4 General Linear Least-Squares
Continued exploration of pedestal structure and edge relaxation mechanisms at lower edge collisionality  J.W. Hughes, A. Hubbard, B. LaBombard, J. Terry,
Actively Learning Ontology Matching via User Interaction
Automatic Analysis of Edge Pedestal Gradient Degradation during ELMs
Presentation transcript:

1/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005 Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases” Aim of paper: To provide a single reference for users who wish to use DB3v13 or the scalings derived from it – Review data added since DB2 – Review subsets and fitting methods used in recent years – Summarise available scalings and give recommended ones Key issues concerning the whole ITPA group – Completion of tokamak descriptions – Reaching a consensus on approved scalings for one and two term models D C McDonald, J G Cordey, K Thomsen, O Kardaun,....

2/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005 Section 3: DB3v13 datasets 4 main datasets and weightings Extended standard set ( IAE2004S = 1 ) Non-Ohmic D set ( DB3DONLY = 1 ) ITER-like ( IAE2004S = 1 ) Pedestal set ( IAE2004S = 1, with pedestal data ) Review of errors in the parameters Condition of datasets No real issues

3/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005 Section 4: Power law scalings of  E Ordinary least squares Errors in variables Principal components Pantula method PEP model (just reference) Dimensionless parameters Methods for applying Kadomstev constraints More restricted models (g-Bohm, ES) Effect of ELM Type Do small (Type III) ELMs fit the same scalings? No real issues

4/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005 Section 5: Alternative models for  E Other variables Density peaking, shape, power peaking Two term models Core and pedestal models Interaction models No real issues

5/5 D. C. McDonald et al, Status of the ITPA paper “Recent progress of the ITPA global H-mode confinement and pedestal databases”, Kyoto, 18-20th Apr 2005 Section 6: Conclusion Recommended scalings Summary of scalings, together with a table showing recommended scalings Propose we include a set of scalings with a discussion of which to use and in which instance IPB98(y,2) (New dataset is still consistent with this using OLS) A one term EIV fit (preferred method as error analysis shows OLS is incorrect) A two term (although we show, following JGC’s paper, that pedestal data is very poorly conditioned, and so one terms are preferred) Discuss a beta independent scaling, as this scaling has been shown on the large ITER- like machines JET and DIII-D. However, cannot recommend as this is not consistent with the whole of DB3. Impact on ITER POPCON plots and brief description (not a main aim of the paper) Agree position on scalings