Knowledge Gaps in Toughness and Irradiation: Lessons of the Past, Prospects for the Future
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1 Knowledge Gaps in Toughness and Irradiation: Lessons of the Past, Prospects for the Future Tim Williams, UK IAEA Technical Meeting, 5-8 November 2013, Vienna
2 Themes What can we learn from the past? What can we expect in the future? What can we do about it? Answers - we need to: Develop understanding Find and fill gaps Prepare for unexpected issues
3 Failure during hydro-test (chemical plant pressure vessel) Witnesses heard a kind of dull thud. A two tonne piece landed 45m away in a car park. Fortunately, there was only one injury, and that was minor. 3
4 Past technical surprises (1) 4 Unexpected (at least to most people) sensitivity to irradiation damage variables: Impurities (copper, phosphorus, etc.) Alloying elements (nickel, manganese, etc.) Irradiation environment (spectrum, flux, etc.) Unexpected (- ditto -) phenomena: No loops in steels (?) Grain boundary embrittlement CRPs, MNPs, UMDs, LBPs (?) etc., etc,
5 Past technical surprises (2) Manufacturing and operational issues Underclad cracking Segregation in large forgings External corrosion (Davis Besse) Hydrogen flaking (Doel3, Tihange 2) etc. The solution of these issues relied on good understanding of materials degradation and structural integrity assessment (SIA)
6 Past technical improvements Some examples: Better materials Better analysis methods: o Fracture Mechanics o Finite Element Analysis o Master Curve / Unified Curve Better Non-Destructive Examination techniques Better testing methods o Mechanical: small fracture toughness, reconstitution o Microstructural: AP, SANS, FIB Better computers enabling MS/MP models
7 Improvement in toughness with date A508-2; A508-3; 20NiMoCr26; 22NiMoCr37 Data compiled by Mark Kirk
8 Compositional changes with date Materials have changed
9 Past and Future 1960 Calder Hall # 4 60MWe 40 years 2010 EPR 1650 MWe 60 years? 2060??R????? MWe??? years Changes in past 50 years Larger, thicker RPVs (forgings) Changes to steelmaking and fabrication practice Changes to supply routes (including mineral sources) International collaboration Increasingly tight regulation (demonstrable safety) Losing experienced staff Changes in the ways that organizations work Need to extend RPV life (due to nuclear hiatus) Changes in next 50 years Much the same? Always moving beyond experience
10 Engineering failures 10 Titanic Tay Bridge Disaster Aloha Airlines Flight 243
11 Disaster theory 11 Unforeseeable (?) Natural accident theory Epistemic accidents Foreseeable Failures of foresight o In the UK TAGSI four-legged safety case, the fourth leg, forewarning of failure (through surveillance, development of knowledge, etc.), is intended to provide protection against such failures Anatomy of a Disaster: Why Some Accidents Are Unavoidable, John Downer Discussion Paper No: 61, Centre for Analysis and Risk Regulation, London School of Economics, March 2010
12 Causes of failure when engineers were at fault Swiss Federal Institute of Technology, Zurich, analysis in 1976 of 800 cases of structural failure in which 504 people were killed; causes were: Insufficient knowledge 36% Underestimation of influence 16% Ignorance, carelessness, negligence 14% Forgetfulness, error 13% Relying upon others without sufficient control 9% Objectively unknown situation 7% Unprecise definition of responsibilities 1% Choice of bad quality 1% Other 3% M. Matousek and Schneider, J., (1976) Untersuchungen Zur Struktur des Zicherheitproblems bei Bauwerken, Institut für Baustatik und Konstruktion der ETH Zürich, Bericht No. 59, ETH.
13 Manganese content (wt%) Silicon content (wt%) Issues for predictions for 80 year irradiations? 13 Steel compositions {DPA4/102} Steel compositions {DPA4/102} Nickel content (wt%) Carbon content (wt%) The areas of dataspace investigated are incomplete, even in two dimensions
14 Determined CV shift (C) Variability of irradiation damage Irradiation data from a number of sources {DPA4/102} 1x10 20 n/cm 2 (E>1MeV) E-03 1E-02 1E-01 1E+00 1E+01 1E+02 1E+03 Irradiation dose (mdpa) Data are from surveillance and test reactor irradiations for a wide range of materials and irradiation environments The highest Charpy shift values have been estimated from hardness change data via correlations Confidence in predictions for 80 year irradiations?
15 Fluence [n/cm2] Issues for predictions for 80 year irradiations? 2.5E+20 2E+20 Set: All (27/08/11) 90% of existing data (75% of surveillance data) are for irradiation times of < 15 years PWR BWR MTR 1.5E+20 1E+20 Hic sunt dracones 5E+19 Data plot thanks to Mark Kirk 0 0.0E E E E E E+09 Time [sec]
16 What do we do? (1) Develop mechanistic understanding Knowledge not information Reduces dependence on time-served experts Enables MS/MP models (eg PERFORM60) Increases confidence in extrapolation Assume guilt until innocence is demonstrated eg Late Blooming Phases until it is demonstrated that there is no late embrittlement effect, we have to assess the risk of such an effect o Risk = (probability that it exists) x (consequences of ignoring it)
17 What do we do? (2) Challenge codes, procedures and assumptions (Aloha Airlines Flight 243 disaster) Actively investigate gaps Survey of ASTM Radiation Damage Symposium and IGRDM presentations >90% of papers on the popular topics: copper, nickel, manganese, flux, transition region toughness, correlations, RPV annealing All undoubtedly important, but are we to some extent following the ball?
18 Less-popular topics Unimportant? Effect of flux on low copper materials Influence of reactor duty cycle Superposition of hardening Lüders strain Effect of irradiation on fatigue crack growth Heat affected zones Stress effect on irradiation Irradiation-enhanced tempering Effect of irradiation on upper shelf toughness
19 What do we do? (3) Prepare for unexpected issues (D3/T2) Additional surveillance samples Archive materials and records Develop tools Maintain expertise o Funding issues o Use resource effectively o Collaborate
20 20 Many thanks for your attention
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