The Cost of Poor Reliability for Future Particle Accelerator Driven Systems in the UK Energy Market

Size: px
Start display at page:

Download "The Cost of Poor Reliability for Future Particle Accelerator Driven Systems in the UK Energy Market"

Transcription

1 The Cost of Poor Reliability for Future Particle Accelerator Driven Systems in the UK Energy Market Steven J Steer, William J Nuttall, Geoff T Parks & Leonardo V N Gonçalves

2 Accelerator Driven Nuclear Power A design Concept Feasibility Study UK Engineering and Physical Sciences Research Council (EPSRC) funded project Investigating the potential of accelerator assisted nuclear reactor designs both as radioactive waste transmuters and as commercial power generators The study is dedicated to examining the entire picture: Can the engineering challenges faced by accelerators be overcome? Is there a market for the technology and can an economically viable design be realised. Quantifying the economics of reliability Reliability is a critical issue regarding using accelerators in the energy market As a part of the feasibility study, the value lost due to poor reliability has been predicted

3 Uranium Supply Nuclear Fuel (OECD NEA & IAEA report Uranium 2007: Resources, Production and Demand) At 2006 rates of consumption, Identified Resources are sufficient for about 100 years Five options for increasing the available energy I. Increase spent fuel reprocessing II. Switch to fusion III. Extract uranium from seawater IV. Fast fission (increased fuel burn efficiency) V. Replace uranium with thorium Accelerator Drive Subcritical Reactor (ADSR) This design concept addresses: thorium and fuel efficiency and (optional) fuel recycling

4 Accelerator Driven Subcritical Reactors Without the accelerator the nuclear core cannot sustain fission Accelerator system provides an additional kick to perpetuate fission Switching off the accelerator system shuts down the reactor this adds a safety failsafe Unplanned accelerator outages ( beam trips ) therefore also cause reactor shutdowns The implications of trips Potentially damage the core Cost of fulfilling sales contracts The economic cost of beam trips has been predicted for ADSRs of any chosen reliability

5 System Buy Price (2006 /MWh) Real Market Conditions UK market Using 2006 historical data Selling 600MWe to market Expected sales position Large capital costs, therefore: base load electricity Price takes at the long-term Market Index Price (MIP) During (instantaneous) unplanned shutdown: Pay the Nat. Grid the System Buy Price (SBP) for honouring contracts* Arrange short-term contracts at MIP to avoid paying the SBP 600 *The model modifies the historical SBP by + 100/MWh to simulate the impact of the failure on the grid assumption under review Data for the 2006 SBP in 30 minute periods minute period of 2006

6 Example: Cost of a Single 24 hour trip Select a random 24 hour (48 periods) from 2006 Generate success rate of arranging short-term contracts Repeat for 10,000 iterations Example of 3 iterations of the simulation 1 period = 30 minutes

7 Frequency Example: Cost of a Single 24 hour trip (cont.d) 10,000 iterations of the cost of a 24 hour shutdown. 16% Red: Loss Made Blue: Opportunity Cost 12% 8% 4% Mean Opportunity Cost: 1.37 million Standard Deviation: 0.31 million 0% Cost (2006 )

8 Cost of failures 30 minutes 24 hours in duration Opportunity Cost Repeat the process for all periods up to a maximum failure duration of 48 periods (24 hours) 0 30 minute period Plotted are the mean and standard deviation cost of failure for failure durations up to 48 periods

9 Cost (2006 Million) Trip Frequency Trip Frequency data of Existing Accelerators Observed Relative frequency of trips of different durations 2/3 power law Relationship: Frequency vs. durations greater than or equal to time t 50% uniform volatility about the mean (J. Galambos et al.) 1000,0 100,0 Trip frequency relative to a single 48 unit in duration failure 10, ,0 0, Duration of Failure (30 minute periods) Cost of failure per 48 unit in duration failure Failure duration in 30 minute periods

10 An ADSR of the user s specifications It is not certain what accelerator system reliability and load factor will be achieved An accelerator system like that required by an ADSR has never been built Research facilities are the closest existing match their research interests and (publically funded) budgets change priorities The model has been constructed so that the user can identify the cost of failure of their ADSR An ADSR with a lifetime of 40 years This is the standard life expectancy of a nuclear power station (Calculations have been repeated for a 60 year lifetime) A nominal failure rate is scaled to the user s rate The nominal rate is chosen to be 1% of the ADSR s life (For computational ease 0.77% has been used thus far, the presented numbers are for this 0.77% rate...this is going to be corrected when the analysis is completed)

11 Accounting for Inflation and Discounted Cash Flow Frequency Annually inflate electricity prices and discounted cash flow rate This requires that the cost of failure per year is identified Using the nominal shutdown rate, generate the trips experienced in a year Generate the cost of failure of each trip Repeat for 10,000 iterations 8% 6% 4% Cost of failure per year (prior to accounting for inflation and DCF) 2% 0% Cost per year for (2006 )

12 Opportunity Cost (2006 Millions) The Nominal Lifetime Cost of Failure % 6% 8% 10% 12% 14% Discounted Cash Flow Inflation rate 0.0% 1.5% 3.0% 4.5% 6.0% Nominal Lifetime Cost of Failure for a range of inflation and DCF rates Scaling from the nominal to the actual failure rate 1) Choose an inflation and DCF rate, then determine the corresponding nominal cost of failure 2) Choose a load factor and reliability coefficient and scale:

13 Opportunity Cost (2006 Millions) The Expected Cost of Failure of a Contemporary Accelerator System Existing Accelerator systems realise a Load Factor of 65% and a Reliability coefficient of 90% % 6% 8% 10% 12% 14% Discounted Cash Flow 0.0% 1.5% 3.0% 4.5% 6.0% For an Inflation rate of 3% and a (nominal) DCF rate of 10%: The lifetime cost of failure is: 600 million (PV 2006 )

14 PDS-XADS Research & Development Efforts Preliminary Design Studies experimental Accelerator Driven System Can be considered the best case engineering will achieve It expects 5 trips per year Assuming each trip is 24 hours in duration... Inflation: 3%, DCF rate: 10%: The lifetime Cost of Failure will be = 100 million CORDIS Contract Number: FIKW-CT Engineering Expenditure that takes existing technology to the best case technology should not exceed 500 million (Inflation 3%; DCF 10%; PV 2006 )

15 Overview A fleet of ADSRs will all benefit from the research Building multiple ADSRs will significantly increase the budget for improving the design Summary A monte carlo technique has been applied to asses the value of reliability engineering of ADSRs in the nuclear power industry The model identifies the cost of failure using data from existing systems and markets It defines quantitative goals for the budget engineers need to work within in order to maximise the value of future technology The model has been designed to be flexible, making it applicable to any chosen specifications (i.e. Load factor, reliability, inflation rate, DCF rate)

Guide. Commission Recommendation

Guide. Commission Recommendation Guide to the Commission Recommendation on the management of financial resources for the decommissioning of nuclear installations, spent fuel and radioactive waste (2006/851/Euratom) 1 2 Objective of the

More information

A European Industrial Initiative for Sustainable Fission (SET Plan),

A European Industrial Initiative for Sustainable Fission (SET Plan), The Sustainable Nuclear Energy Technology Platform (SNE-TP) building the European Research Area in nuclear fission A European Industrial Initiative for Sustainable Fission (SET Plan), Prepared by SNE-TP

More information

DOES LOST TIME COST YOU MONEY AND CREATE HIGH RISK?

DOES LOST TIME COST YOU MONEY AND CREATE HIGH RISK? DOES LOST TIME COST YOU MONEY AND CREATE HIGH RISK? Dr. István Fekete Corvinus University of Budapest H-1093 Budapest Fővám tér 8. Tel: +3630-456-3424 e-mail: istvan.fekete@uni-corvinus.hu Keywords: risk

More information

COUNCIL OF THE EUROPEAN UNION. Brussels, 7 August 2002 (OR. en) 11382/02 Interinstitutional File: 2001/0125 (CNS) LIMITE RECH 136 ATO 103

COUNCIL OF THE EUROPEAN UNION. Brussels, 7 August 2002 (OR. en) 11382/02 Interinstitutional File: 2001/0125 (CNS) LIMITE RECH 136 ATO 103 COUNCIL OF THE EUROPEAN UNION Brussels, 7 August 2002 (OR. en) 11382/02 Interinstitutional File: 2001/0125 (CNS) LIMITE RECH 136 ATO 103 LEGISLATIVE ACTS AND OTHER INSTRUMENTS Subject : Council Decision

More information

Seminar on neutron research centre in the Øresund region (European Spallation Source) 29 November ESS, P&T and EU

Seminar on neutron research centre in the Øresund region (European Spallation Source) 29 November ESS, P&T and EU Seminar on neutron research centre in the Øresund region (European Spallation Source) 29 November 2002 ESS, P&T and EU What is the impact of ESS and P&T on EU s energy policy? On EU-financed research?

More information

Use of the Risk Driver Method in Monte Carlo Simulation of a Project Schedule

Use of the Risk Driver Method in Monte Carlo Simulation of a Project Schedule Use of the Risk Driver Method in Monte Carlo Simulation of a Project Schedule Presented to the 2013 ICEAA Professional Development & Training Workshop June 18-21, 2013 David T. Hulett, Ph.D. Hulett & Associates,

More information

INTERNATIONAL CO-OPERATION IN RADIOACTIVE WASTE MANAGEMENT: ISSUES ARISING IN NUCLEAR LIABILITY JAKUB HANDRLICA *

INTERNATIONAL CO-OPERATION IN RADIOACTIVE WASTE MANAGEMENT: ISSUES ARISING IN NUCLEAR LIABILITY JAKUB HANDRLICA * INTERNATIONAL CO-OPERATION IN RADIOACTIVE WASTE MANAGEMENT: ISSUES ARISING IN NUCLEAR LIABILITY JAKUB HANDRLICA * Abstract International cooperation on the back end of the fuel cycle has potential to mobilize

More information

Probabilistic Safety Analysis (PSA): Applications. Guideline for Swiss Nuclear Installations ENSI-A06

Probabilistic Safety Analysis (PSA): Applications. Guideline for Swiss Nuclear Installations ENSI-A06 Guideline for Swiss Nuclear Installations ENSI-A06 Edition November 2015 Edition November 2015 Guideline for Swiss Nuclear Installations ENSI-A06/e Contents Guideline for Swiss Nuclear Installations

More information

CNSC Cost Recovery Program

CNSC Cost Recovery Program CNSC Cost Recovery Program Canadian Nuclear Safety Commission Cost Recovery Program Published by the Canadian Nuclear Safety Commission Également publié en français sous le titre de Programme de recouvrement

More information

Cost Risk Assessment Building Success and Avoiding Surprises Ken L. Smith, PE, CVS

Cost Risk Assessment Building Success and Avoiding Surprises Ken L. Smith, PE, CVS Cost Risk Assessment Building Success and Avoiding Surprises Ken L. Smith, PE, CVS 360-570-4415 2015 HDR, Inc., all rights reserved. Addressing Cost and Schedule Concerns Usual Questions Analysis Needs

More information

Toolbox 7: Economic Feasibility Assessment Methods

Toolbox 7: Economic Feasibility Assessment Methods Toolbox 7: Economic Feasibility Assessment Methods Dr. John C. Wright MIT - PSFC 05 OCT 2010 Introduction We have a working definition of sustainability We need a consistent way to calculate energy costs

More information

SNN Investors Teleconference. POWERed by people. Financial results for the period of three months ended 31 st March Q

SNN Investors Teleconference. POWERed by people. Financial results for the period of three months ended 31 st March Q SNN Investors Teleconference POWERed by people Financial results for the period of three months ended 31 st March 2017 -Q1 2017- Bucharest: May 12 th, 2017 Q1 2017 financial result highlights RON '000

More information

Integrating Contract Risk with Schedule and Cost Estimates

Integrating Contract Risk with Schedule and Cost Estimates Integrating Contract Risk with Schedule and Cost Estimates Breakout Session # B01 Donald E. Shannon, Owner, The Contract Coach December 14, 2015 2:15pm 3:30pm 1 1 The Importance of Estimates Estimates

More information

PHASE I.A. STOCHASTIC STUDY TESTIMONY OF DR. SHUCHENG LIU ON BEHALF OF THE CALIFORNIA INDEPENDENT SYSTEM OPERATOR CORPORATION

PHASE I.A. STOCHASTIC STUDY TESTIMONY OF DR. SHUCHENG LIU ON BEHALF OF THE CALIFORNIA INDEPENDENT SYSTEM OPERATOR CORPORATION Rulemaking No.: 13-12-010 Exhibit No.: Witness: Dr. Shucheng Liu Order Instituting Rulemaking to Integrate and Refine Procurement Policies and Consider Long-Term Procurement Plans. Rulemaking 13-12-010

More information

Euratom Fission Energy Research

Euratom Fission Energy Research Euratom Fission Energy Research Towards Horizon 2020 Roger GARBIL Acting Head of Unit DG Research and Innovation Euratom Fission European Commission Roger.Garbil@ec.europa.eu Nuclear data week, ANDES and

More information

MONITORING & REVIEW of IMPLEMENTATION PROGRESS. Definition and Quantification of the KPIs for the SET-Plan EIIs

MONITORING & REVIEW of IMPLEMENTATION PROGRESS. Definition and Quantification of the KPIs for the SET-Plan EIIs 1 MONITORING & REVIEW of IMPLEMENTATION PROGRESS Definition and Quantification of the KPIs for the SET-Plan EIIs Monitoring & Review - A reminder - SG Meeting _240511 2 2 Council Conclusions (12 (12 March

More information

ANNEXES. to the. Proposal for a COUNCIL REGULATION

ANNEXES. to the. Proposal for a COUNCIL REGULATION EUROPEAN COMMISSION Brussels, 7.6.2018 COM(2018) 437 final ANNEXES 1 to 2 ANNEXES to the Proposal for a COUNCIL REGULATION establishing the Research and Training Programme of the European Atomic Energy

More information

NIC Global Summit Outlook on Decommissioning Market

NIC Global Summit Outlook on Decommissioning Market NIC Global Summit Outlook on Decommissioning Market January 12, 2016 Edward M. Davis Edavis@pegasusgroup.us State of Play - Nuclear Energy Worldwide At the end of 2015, world s 382 GW, 441 reactors, of

More information

Use of the Graded Approach in Regulation

Use of the Graded Approach in Regulation Use of the Graded Approach in Regulation M. de Vos, New Major Facilities Licensing Division Directorate of Regulatory Improvement and Major Projects Management SMR Licensing Session Nuclear Institute Event:

More information

SIMULATION CHAPTER 15. Basic Concepts

SIMULATION CHAPTER 15. Basic Concepts CHAPTER 15 SIMULATION Basic Concepts Monte Carlo Simulation The Monte Carlo method employs random numbers and is used to solve problems that depend upon probability, where physical experimentation is impracticable

More information

Official Journal of the European Union. (Acts whose publication is not obligatory) COMMISSION

Official Journal of the European Union. (Acts whose publication is not obligatory) COMMISSION L 2/36 II (Acts whose publication is not obligatory) COMMISSION COMMISSION RECOMMDATION of 18 December 2003 on standardised information on radioactive airborne and liquid discharges into the environment

More information

Cost Risk Assessments Planning for Project or Program Uncertainty with Confidence Brian Bombardier, PE

Cost Risk Assessments Planning for Project or Program Uncertainty with Confidence Brian Bombardier, PE Cost Risk Assessments Planning for Project or Program Uncertainty with Confidence Brian Bombardier, PE 602-778-7324 brian.bombardier@hdrinc.com 2015 HDR, Inc., all rights reserved. Addressing Cost and

More information

Risk Video #1. Video 1 Recap

Risk Video #1. Video 1 Recap Risk Video #1 Video 1 Recap 1 Risk Video #2 Video 2 Recap 2 Risk Video #3 Risk Risk Management Process Uncertain or chance events that planning can not overcome or control. Risk Management A proactive

More information

Chapter VI of the EURATOM Treaty

Chapter VI of the EURATOM Treaty Chapter VI of the EURATOM Treaty Supply of Fuels and the Euratom Supply Agency Jussi Vihanta ESA, Head of Sector 30 April 2014 1 Summary 1 Mission of ESA - supply of fuels 2 Tools given to ESA to implement

More information

Statement on behalf of the Euratom Community

Statement on behalf of the Euratom Community Statement on behalf of the Euratom Community Mr Massimo Garribba, Director, Directorate-General for Energy, European Commission 58 th General Conference of the IAEA Vienna, 22-26 September 2014 Mr President,

More information

Official Journal of the European Union L 330/31 COMMISSION

Official Journal of the European Union L 330/31 COMMISSION 28.11.2006 Official Journal of the European Union L 330/31 COMMISSION COMMISSION RECOMMDATION of 24 October 2006 on the management of financial resources for the decommissioning of nuclear installations,

More information

Optimal Search for Parameters in Monte Carlo Simulation for Derivative Pricing

Optimal Search for Parameters in Monte Carlo Simulation for Derivative Pricing Optimal Search for Parameters in Monte Carlo Simulation for Derivative Pricing Prof. Chuan-Ju Wang Department of Computer Science University of Taipei Joint work with Prof. Ming-Yang Kao March 28, 2014

More information

Volatility estimation in Real Options with application to the oil and gas industry i

Volatility estimation in Real Options with application to the oil and gas industry i Volatility estimation in Real Options with application to the oil and gas industry i by Jenifer Piesse and Alexander Van de Putte Estimating volatility for use in financial options is a pretty straight

More information

Nuclear Energy Agency. Costs of Decommissioning Nuclear Power Plants

Nuclear Energy Agency. Costs of Decommissioning Nuclear Power Plants Nuclear Energy Agency Costs of Decommissioning Nuclear Power Plants International Conference on Financing of Decommissioning Stockholm, Sweden 20-21 September 2016 Geoffrey Rothwell, PhD, Principal Economist

More information

Long term Plutonium management: Pre-consultation discussion paper covering decision methodology and timetable for decision making

Long term Plutonium management: Pre-consultation discussion paper covering decision methodology and timetable for decision making Long term Plutonium management: Pre-consultation discussion paper covering decision methodology and timetable for decision making October 2009 URN 09D/735 CONTENTS Section 1: Introduction Section 2: Background

More information

SSC - Appendix A35. South Staffordshire Water PR19. Monte Carlo modelling of ODI RoRE. Issue 3 Final 29/08/18. South Staffordshire Water

SSC - Appendix A35. South Staffordshire Water PR19. Monte Carlo modelling of ODI RoRE. Issue 3 Final 29/08/18. South Staffordshire Water Document Ti tle SSC - Appendix A35 South Staffordshire Water PR19 Monte Carlo modelling of ODI RoRE Issue 3 Final 29/08/18 South Staffordshire Water South Staffordshire Water PR19 Project No: B2342800

More information

Assessment in the Area of Economics. Pablo Florido MANAGING DIRECTOR FLORESTAN TECHNOLOGY ARGENTINA

Assessment in the Area of Economics. Pablo Florido MANAGING DIRECTOR FLORESTAN TECHNOLOGY ARGENTINA Workshop on IAEA Tools for Nuclear Energy System Assessment (NESA) for Long Term Planning and Development (Technical Cooperation Project INT/4/142) July 20-23 23 2009, Vienna, Austria Assessment in the

More information

Having regard to the Treaty establishing the European Atomic Energy Community, and in particular Articles 31 and 32 thereof,

Having regard to the Treaty establishing the European Atomic Energy Community, and in particular Articles 31 and 32 thereof, L 219/42 COUNCIL DIRECTIVE 2014/87/EURATOM of 8 July 2014 amending Directive 2009/71/Euratom establishing a Community framework for the nuclear safety of nuclear installations THE COUNCIL OF THE EUROPEAN

More information

Integrated Cost Schedule Risk Analysis Using the Risk Driver Approach

Integrated Cost Schedule Risk Analysis Using the Risk Driver Approach Integrated Cost Schedule Risk Analysis Using the Risk Driver Approach Qatar PMI Meeting February 19, 2014 David T. Hulett, Ph.D. Hulett & Associates, LLC 1 The Traditional 3-point Estimate of Activity

More information

Stochastic Loss of Load Study for the 2011 Integrated Resource Plan

Stochastic Loss of Load Study for the 2011 Integrated Resource Plan November 18, 2010 Stochastic Loss of Load Study for the 2011 Integrated Resource Plan INTRODUCTION PacifiCorp evaluates the desired level of capacity planning reserves for each integrated resource plan.

More information

Presented to: Eastern Idaho Chapter Project Management Institute. Presented by: Carl Lovell, PMP Contract and Technical Integration.

Presented to: Eastern Idaho Chapter Project Management Institute. Presented by: Carl Lovell, PMP Contract and Technical Integration. Project Risk Management Tutorial Presented to: Eastern Idaho Chapter Project Management Institute Presented by: Carl Lovell, PMP Contract and Technical Integration March 2009 Project Risk Definition An

More information

Council of the European Union Brussels, 31 March 2017 (OR. en) Mr Jeppe TRANHOLM-MIKKELSEN, Secretary-General of the Council of the European Union

Council of the European Union Brussels, 31 March 2017 (OR. en) Mr Jeppe TRANHOLM-MIKKELSEN, Secretary-General of the Council of the European Union Council of the European Union Brussels, 31 March 2017 (OR. en) Interinstitutional File: 2017/0036 (NLE) 7892/17 RECH 100 ATO 12 PROPOSAL From: date of receipt: 23 February 2017 To: No. Cion doc.: Secretary-General

More information

Excavation and haulage of rocks

Excavation and haulage of rocks Use of Value at Risk to assess economic risk of open pit slope designs by Frank J Lai, SAusIMM; Associate Professor William E Bamford, MAusIMM; Dr Samuel T S Yuen; Dr Tao Li, MAusIMM Introduction Excavation

More information

Uncertainty in Economic Analysis

Uncertainty in Economic Analysis Risk and Uncertainty Uncertainty in Economic Analysis CE 215 28, Richard J. Nielsen We ve already mentioned that interest rates reflect the risk involved in an investment. Risk and uncertainty can affect

More information

executive summary ExEcuTivE SuMMAry

executive summary ExEcuTivE SuMMAry executive summary 1 British Energy was privatised in 1996. In 2002, the price of electricity fell and on 5 September 2002, the Company applied to the Department of Trade and Industry (the Department) for

More information

F19: Introduction to Monte Carlo simulations. Ebrahim Shayesteh

F19: Introduction to Monte Carlo simulations. Ebrahim Shayesteh F19: Introduction to Monte Carlo simulations Ebrahim Shayesteh Introduction and repetition Agenda Monte Carlo methods: Background, Introduction, Motivation Example 1: Buffon s needle Simple Sampling Example

More information

Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes

Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes Coping with Sequence Risk: How Variable Withdrawal and Annuitization Improve Retirement Outcomes September 25, 2017 by Joe Tomlinson Both the level and the sequence of investment returns will have a big

More information

Pickering Whole-Site Risk

Pickering Whole-Site Risk Pickering Whole-Site Risk Jack Vecchiarelli Manager, Pickering Relicensing Update to Commission Members December 14, 2017 CMD 17-M64.1 Outline Background Whole-site risk considerations Use of Probabilistic

More information

(RISK.03) Integrated Cost and Schedule Risk Analysis: A Draft AACE Recommended Practice. Dr. David T. Hulett

(RISK.03) Integrated Cost and Schedule Risk Analysis: A Draft AACE Recommended Practice. Dr. David T. Hulett (RISK.03) Integrated Cost and Schedule Risk Analysis: A Draft AACE Recommended Practice Dr. David T. Hulett Author Biography David T. Hulett, Hulett & Associates, LLC Degree: Ph.D. University: Stanford

More information

Parameter Sensitivities for Radionuclide Concentration Prediction in PRAME

Parameter Sensitivities for Radionuclide Concentration Prediction in PRAME Environment Report RL 07/05 Parameter Sensitivities for Radionuclide Concentration Prediction in PRAME The Centre for Environment, Fisheries and Aquaculture Science Lowestoft Laboratory Pakefield Road

More information

Specified Generator Guidance

Specified Generator Guidance 1. Introduction Specified Generator Guidance This guidance explains how to comply with the Specified Generator Regulations(here required by Schedule 25 B of Statutory Instrument 2018 No. 110 made 29 January

More information

Chapter-8 Risk Management

Chapter-8 Risk Management Chapter-8 Risk Management 8.1 Concept of Risk Management Risk management is a proactive process that focuses on identifying risk events and developing strategies to respond and control risks. It is not

More information

Efficient Nested Simulation for CTE of Variable Annuities

Efficient Nested Simulation for CTE of Variable Annuities Ou (Jessica) Dang jessica.dang@uwaterloo.ca Dept. Statistics and Actuarial Science University of Waterloo Efficient Nested Simulation for CTE of Variable Annuities Joint work with Dr. Mingbin (Ben) Feng

More information

MFE8812 Bond Portfolio Management

MFE8812 Bond Portfolio Management MFE8812 Bond Portfolio Management William C. H. Leon Nanyang Business School January 16, 2018 1 / 63 William C. H. Leon MFE8812 Bond Portfolio Management 1 Overview Value of Cash Flows Value of a Bond

More information

Mining. LCC methodology application for equipment replacement strategy definition. Mineração. Abstract. 1. Introduction. 2. Material and method

Mining. LCC methodology application for equipment replacement strategy definition. Mineração. Abstract. 1. Introduction. 2. Material and method http://dx.doi.org/10.1590/0370-44672018720141 Eduardo Cruvinel Kayashima 1,2 https://orcid.org/0000-0002-6377-5079 Ubirajara Marques Junior 1,3 https://orcid.org/0000-0002-5302-9451 1 CSN Mineração - Maintenance

More information

NUCLEAR NEW BUILD: INSIGHTS INTO FINANCING AND PROJECT MANAGEMENT. Dr. Jan Horst Keppler, Senior Economic Advisor NEA Nuclear Development Division

NUCLEAR NEW BUILD: INSIGHTS INTO FINANCING AND PROJECT MANAGEMENT. Dr. Jan Horst Keppler, Senior Economic Advisor NEA Nuclear Development Division NUCLEAR NEW BUILD: INSIGHTS INTO FINANCING AND PROJECT MANAGEMENT Dr. Jan Horst Keppler, Senior Economic Advisor NEA Nuclear Development Division Context Results are based on study of the OECD Nuclear

More information

REFURBISHMENT AND NEW GENERATION NUCLEAR

REFURBISHMENT AND NEW GENERATION NUCLEAR Filed: 00--0 EB-00-00 Exhibit D Tab Page of 0 0 0 REFURBISHMENT AND NEW GENERATION NUCLEAR.0 PURPOSE The purpose of this evidence is to present an overview description of the nuclear plant refurbishment

More information

COMPARISON OF NUCLEAR OUTAGE OM&A

COMPARISON OF NUCLEAR OUTAGE OM&A Filed: 0-0- Page of 0 0 0 COMPARISON OF NUCLEAR OUTAGE OM&A.0 PURPOSE This evidence presents period-over-period comparisons of outage OM&A by station for 0-0 in support of the approval of OPG s forecast

More information

Real Options: Creating and Capturing the Option Value in Regulated Assets

Real Options: Creating and Capturing the Option Value in Regulated Assets STRATEGIC CONSULTING Energy Real Options: Creating and Capturing the Option Value in Regulated Assets White Paper The fundamental insight is recognizing that faced with uncertainty, flexibility has value.

More information

SIMULATION OF ELECTRICITY MARKETS

SIMULATION OF ELECTRICITY MARKETS SIMULATION OF ELECTRICITY MARKETS MONTE CARLO METHODS Lectures 15-18 in EG2050 System Planning Mikael Amelin 1 COURSE OBJECTIVES To pass the course, the students should show that they are able to - apply

More information

NIPPON EXPORT AND INVESTMENT INSURANCE GUIDELINES FOR INFORMATION DISCLOSURE CONSIDERATIONS FOR NUCLEAR SECTOR PROJECTS IN TRADE INSURANCE

NIPPON EXPORT AND INVESTMENT INSURANCE GUIDELINES FOR INFORMATION DISCLOSURE CONSIDERATIONS FOR NUCLEAR SECTOR PROJECTS IN TRADE INSURANCE NIPPON EXPORT AND INVESTMENT INSURANCE GUIDELINES FOR INFORMATION DISCLOSURE CONSIDERATIONS FOR NUCLEAR SECTOR PROJECTS IN TRADE INSURANCE December, 2017 NIPPON EXPORT AND INVESTMENT INSURANCE (NEXI) GUIDELINES

More information

Collective Defined Contribution Plan Contest Model Overview

Collective Defined Contribution Plan Contest Model Overview Collective Defined Contribution Plan Contest Model Overview This crowd-sourced contest seeks an answer to the question, What is the optimal investment strategy and risk-sharing policy that provides long-term

More information

COUNCIL OF THE EUROPEAN UNION. Brussels, 4 June /14 Interinstitutional File: 2013/0340 (NLE) ATO 45

COUNCIL OF THE EUROPEAN UNION. Brussels, 4 June /14 Interinstitutional File: 2013/0340 (NLE) ATO 45 COUNCIL OF THE EUROPEAN UNION Brussels, 4 June 2014 10410/14 Interinstitutional File: 2013/0340 (NLE) ATO 45 NOTE from: General Secretariat of the Council to: Delegations No. Cion prop.: 15030/13 ATO 119

More information

GEEREF IMPACT METHODOLOGY

GEEREF IMPACT METHODOLOGY S I T I, U G A N D A ( F RO N T I E R ) GEEREF IMPACT METHODOLOGY L a s t u p d a t e : M a y 2 0 1 5 Frontier Investment Management INTRODUCTION The GEEREF team focuses on backing emerging investment

More information

d) Find the standard deviation of the random variable X.

d) Find the standard deviation of the random variable X. Q 1: The number of students using Math lab per day is found in the distribution below. x 6 8 10 12 14 P(x) 0.15 0.3 0.35 0.1 0.1 a) Find the mean for this probability distribution. b) Find the variance

More information

NEWLANCER. The NEWLANCER project: towards a better integration of NMS potential in the SNETP Strategic Research Agenda

NEWLANCER. The NEWLANCER project: towards a better integration of NMS potential in the SNETP Strategic Research Agenda The NEWLANCER project: towards a better integration of NMS potential in the SNETP Strategic Research Agenda Daniela Diaconu On behalf of NEWLANCER Consortium 12/7/2011 SNETP General Assembly, Warsaw November

More information

Convention on Nuclear Safety 7 th Review Meeting 2017

Convention on Nuclear Safety 7 th Review Meeting 2017 Convention on Nuclear Safety 7 th Review Meeting 2017 International Atomic Energy Agency IAEA, Vienna Country Review Report for Luxembourg Drafted by Country Group 6 Republic of Korea, United Kingdom,

More information

Providing the competitiveness of nuclear energy in the implementation of. PRORYV project

Providing the competitiveness of nuclear energy in the implementation of. PRORYV project 1 98 Providing the competitiveness of nuclear energy in the implementation of PRORYV project D. Tolstoukhov 1 1 ITCP «PRORYV», Moscow, Russian Federation E-mail contact: tda@proryv2020.ru Abstract. In

More information

Report. by the Comptroller and Auditor General. Department for Business, Energy & Industrial Strategy. Hinkley Point C

Report. by the Comptroller and Auditor General. Department for Business, Energy & Industrial Strategy. Hinkley Point C Report by the Comptroller and Auditor General Department for Business, Energy & Industrial Strategy Hinkley Point C HC 40 SESSION 2017-18 23 JUNE 2017 4 Key facts Hinkley Point C Key facts 18bn estimated

More information

AACE International 48th Annual Meeting Washington, DC June 2004 DEVELOPING & MANAGING CONTIGENCY ON THE BASIS OF RISK. Robert Tichacek, P.E.

AACE International 48th Annual Meeting Washington, DC June 2004 DEVELOPING & MANAGING CONTIGENCY ON THE BASIS OF RISK. Robert Tichacek, P.E. AACE International 48th Annual Meeting Washington, DC June 2004 DEVELOPING & MANAGING CONTIGENCY ON THE BASIS OF RISK Robert Tichacek, P.E. Presentation Outline Review of Basic Project Risk Management

More information

Fundamentals of Project Risk Management

Fundamentals of Project Risk Management Fundamentals of Project Risk Management Introduction Change is a reality of projects and their environment. Uncertainty and Risk are two elements of the changing environment and due to their impact on

More information

Quantitative Retention Management for Life Insurers

Quantitative Retention Management for Life Insurers Quantitative Retention Management for Life Insurers Kai Kaufhold, Ad Res Advanced Reinsurance Services GmbH 2016 SOA Life & Annuity Symposium, Nashville, TN May 16, 2016 Introducing the speaker Kai Kaufhold,

More information

Integrated Cost-Schedule Risk Analysis Improves Cost Contingency Calculation ICEAA 2017 Workshop Portland OR June 6 9, 2017

Integrated Cost-Schedule Risk Analysis Improves Cost Contingency Calculation ICEAA 2017 Workshop Portland OR June 6 9, 2017 Integrated Cost-Schedule Risk Analysis Improves Cost Contingency Calculation ICEAA 2017 Workshop Portland OR June 6 9, 2017 David T. Hulett, Ph.D., FAACE Hulett & Associates, LLC David.hulett@projectrisk

More information

Measurement of contingent liabilities

Measurement of contingent liabilities Session 4 : Improving comparability and predictability through measurement Measurement of contingent liabilities Lerzan ÜLGENTÜRK lerzan.ulgenturk@hazine.gov.tr Turkish Treasury Pretoria, SA, December

More information

Quantitative Risk Analysis with Microsoft Project

Quantitative Risk Analysis with Microsoft Project Copyright Notice: Materials published by ProjectDecisions.org may not be published elsewhere without prior written consent of ProjectDecisions.org. Requests for permission to reproduce published materials

More information

Climate Action Reserve Forest Project Protocol Proposed Guidelines for Aggregation

Climate Action Reserve Forest Project Protocol Proposed Guidelines for Aggregation Climate Action Reserve Forest Project Protocol Proposed Guidelines for Aggregation Table of Contents Introduction... 2 Proposed Aggregation Guidelines... 3 Eligible Project Types... 3 Number of Landowners...

More information

The European Waste Directive: Gunnar Buckau, JRC-ITU

The European Waste Directive: Gunnar Buckau, JRC-ITU The European Waste Directive: Structure, Content and Implementation Guidance Operational Issues in Radioactive Waste Management and Nuclear Decommissioning Summer School September 2014, ISPRA The European

More information

ESTIMATING ECONOMIC BENEFITS OF ALLOWING A FLEXIBLE WINDOW FOR MARYLAND PURCHASES OF SPONGE CRABS

ESTIMATING ECONOMIC BENEFITS OF ALLOWING A FLEXIBLE WINDOW FOR MARYLAND PURCHASES OF SPONGE CRABS ESTIMATING ECONOMIC BENEFITS OF ALLOWING A FLEXIBLE WINDOW FOR MARYLAND PURCHASES OF SPONGE CRABS Douglas Lipton Department of Agricultural & Resource Economics & Maryland Sea Grant Extension Program University

More information

Entergy s Spent Fuel Storage. What is the Litigation All About? How to Store Pilgrim s Spent Nuclear Fuel?

Entergy s Spent Fuel Storage. What is the Litigation All About? How to Store Pilgrim s Spent Nuclear Fuel? Entergy s Spent Fuel Storage What is the Litigation All About? Jim Lampert How to Store Pilgrim s Spent Nuclear Fuel? There are now 3300 spent fuel assemblies in the spent fuel pool every assembly Pilgrim

More information

Preprint: Will be published in Perm Winter School Financial Econometrics and Empirical Market Microstructure, Springer

Preprint: Will be published in Perm Winter School Financial Econometrics and Empirical Market Microstructure, Springer STRESS-TESTING MODEL FOR CORPORATE BORROWER PORTFOLIOS. Preprint: Will be published in Perm Winter School Financial Econometrics and Empirical Market Microstructure, Springer Seleznev Vladimir Denis Surzhko,

More information

POWERed by people. Investors Meeting 9M 2016 financial results Bucharest November 9, 2016

POWERed by people. Investors Meeting 9M 2016 financial results Bucharest November 9, 2016 POWERed by people Investors Meeting 9M 2016 financial results Bucharest November 9, 2016 Nuclearelectrica - overview Company structure NUCLEARELECTRICA Executive Office Bucharest Cernavoda NPP Units 1&2

More information

HANDLING UNCERTAIN INFORMATION IN WHOLE LIFE COSTING - A COMPARATIVE STUDY

HANDLING UNCERTAIN INFORMATION IN WHOLE LIFE COSTING - A COMPARATIVE STUDY HANDLING UNCERTAIN INFORMATION IN WHOLE LIFE COSTING - A COMPARATIVE STUDY Mohammed Kishk, Assem Al-Hajj and Robert Pollock Scott Sutherland School, The Robert Gordon University, Aberdeen AB10 7QB, UK.

More information

ELIA LFC Block Operational Agreement

ELIA LFC Block Operational Agreement ELIA LFC Block Operational Agreement Revision History V0.1 10.07.2018 ELIA s proposal for public consultation Disclaimer This document, provided by ELIA, is the draft for stakeholder consultation of the

More information

Measuring and managing market risk June 2003

Measuring and managing market risk June 2003 Page 1 of 8 Measuring and managing market risk June 2003 Investment management is largely concerned with risk management. In the management of the Petroleum Fund, considerable emphasis is therefore placed

More information

Nuclear fuel supply in the Euratom Treaty: the role of the Euratom Supply Agency

Nuclear fuel supply in the Euratom Treaty: the role of the Euratom Supply Agency Nuclear fuel supply in the Euratom Treaty: the role of the Euratom Supply Agency Dr Stamatios TSALAS ESA Director General Florence, June 2012 1 Summary 1 Mission of ESA 2 Tools given to ESA to implement

More information

Steering RWE through a challenging environment

Steering RWE through a challenging environment Steering RWE through a challenging environment UniCredit German Investment Conference September 22, 2010 Dr. Bernhard Günther Chief Financial Officer, RWE Supply & Trading GmbH Dr. Stephan Lowis Vice President,

More information

Nuclear Safeguards in the European Community - A Regional Approach

Nuclear Safeguards in the European Community - A Regional Approach Nuclear Safeguards in the European Community - A Regional Approach by H.W. Schleicher INTRODUCTION Article III of the Non-Proliteration Treaty requires the application of IAEA safeguards to all non-nuclear

More information

Reasoning with Uncertainty

Reasoning with Uncertainty Reasoning with Uncertainty Markov Decision Models Manfred Huber 2015 1 Markov Decision Process Models Markov models represent the behavior of a random process, including its internal state and the externally

More information

The impact of different financing structures on investor risk. Marco Cometto OECD/NEA, Nuclear Development Division

The impact of different financing structures on investor risk. Marco Cometto OECD/NEA, Nuclear Development Division The impact of different financing structures on investor risk Marco Cometto OECD/NEA, Nuclear Development Division General background Objectives More realistic model of the choices of a private investor,

More information

Quantitative Trading System For The E-mini S&P

Quantitative Trading System For The E-mini S&P AURORA PRO Aurora Pro Automated Trading System Aurora Pro v1.11 For TradeStation 9.1 August 2015 Quantitative Trading System For The E-mini S&P By Capital Evolution LLC Aurora Pro is a quantitative trading

More information

Review of Benchmark Infrastructure Costings. Presenter: Viraj Abeykoon

Review of Benchmark Infrastructure Costings. Presenter: Viraj Abeykoon Review of Benchmark Infrastructure Costings Presenter: Viraj Abeykoon 24 July 2018 Disclaimer This presentation contains certain statements and projections provided by or on behalf of Cardno Limited with

More information

Modelling the Sharpe ratio for investment strategies

Modelling the Sharpe ratio for investment strategies Modelling the Sharpe ratio for investment strategies Group 6 Sako Arts 0776148 Rik Coenders 0777004 Stefan Luijten 0783116 Ivo van Heck 0775551 Rik Hagelaars 0789883 Stephan van Driel 0858182 Ellen Cardinaels

More information

TITLE IV NUCLEAR MATTERS Subtitle A Price-Anderson Act Amendments

TITLE IV NUCLEAR MATTERS Subtitle A Price-Anderson Act Amendments REDLINE OF CHAIRMAN S MARK 0 SEC. 0. SHORT TITLE. TITLE IV NUCLEAR MATTERS Subtitle A Price-Anderson Act Amendments This subtitle may be cited as the Price-Anderson Amendments Act of 00. SEC. 0. EXTENSION

More information

LEAVING THE EU THE EURATOM TREATY PART 2: A FRAMEWORK FOR THE FUTURE

LEAVING THE EU THE EURATOM TREATY PART 2: A FRAMEWORK FOR THE FUTURE LEAVING THE EU THE EURATOM TREATY PART 2: A FRAMEWORK FOR THE FUTURE The nuclear industry is facing huge uncertainties, as the UK leaves the Euratom Treaty at the same time as the European Union. No amendment

More information

Decision Support Models 2012/2013

Decision Support Models 2012/2013 Risk Analysis Decision Support Models 2012/2013 Bibliography: Goodwin, P. and Wright, G. (2003) Decision Analysis for Management Judgment, John Wiley and Sons (chapter 7) Clemen, R.T. and Reilly, T. (2003).

More information

Probabilistic Benefit Cost Ratio A Case Study

Probabilistic Benefit Cost Ratio A Case Study Australasian Transport Research Forum 2015 Proceedings 30 September - 2 October 2015, Sydney, Australia Publication website: http://www.atrf.info/papers/index.aspx Probabilistic Benefit Cost Ratio A Case

More information

LET S GET REAL! Managing Strategic Investment in an Uncertain World: A Real Options Approach by Roger A. Morin, PhD

LET S GET REAL! Managing Strategic Investment in an Uncertain World: A Real Options Approach by Roger A. Morin, PhD LET S GET REAL! Managing Strategic Investment in an Uncertain World: A Real Options Approach by Roger A. Morin, PhD Robinson Economic Forecasting Conference J. Mack Robinson College of Business, Georgia

More information

SPO PLANNING ANALYSIS 2015 ENO IRP. Updates for the Final IRP SEPTEMBER 18, 2015

SPO PLANNING ANALYSIS 2015 ENO IRP. Updates for the Final IRP SEPTEMBER 18, 2015 SPO PLANNING ANALYSIS 2015 ENO IRP Updates for the Final IRP SEPTEMBER 18, 2015 INTRODUCTION OBJECTIVES The following topics will be discussed: Effects of Union Reallocation on ENO Supply Plan Supply Role

More information

Mohammed Rafiuddin CEO and General Manager, BIOSI Biohazards Solutions Innovators

Mohammed Rafiuddin CEO and General Manager, BIOSI Biohazards Solutions Innovators Mohammed Rafiuddin CEO and General Manager, BIOSI Biohazards Solutions Innovators Profile of Mohammed Rafiuddin Mohammed is an active member of AACE International since 2006 with 30 years of experience

More information

Euratom FP7 ( /13) in Geological Disposal. DG RTD (Research and Innovation) Unit K4 Nuclear Fission Christophe Davies

Euratom FP7 ( /13) in Geological Disposal. DG RTD (Research and Innovation) Unit K4 Nuclear Fission Christophe Davies Euratom FP7 (2007-2011/13) in Geological Disposal DG RTD (Research and Innovation) Unit K4 Nuclear Fission Christophe Davies OVERVIEW 1. European Union Directive on Radioactive Waste 2. Projects funded

More information

YOU TO KNOW NEED INDUSTRY AVERAGES

YOU TO KNOW NEED INDUSTRY AVERAGES INDUSTRY AVERAGES YOU NEED TO KNOW A list of the 12 industry averages that have the BIGGEST impact on the success and growth of mental health practices. YOU CAN T CONTROL WHAT YOU CAN T MEASURE Your bottom

More information

Presented by Kristina Narvaez President & CEO ERM Strategies, LLC

Presented by Kristina Narvaez President & CEO ERM Strategies, LLC Presented by Kristina Narvaez President & CEO ERM Strategies, LLC www.erm-strategies.com Regulations to Support Value Creation Sarbanes Oxley 2002 NYSE 2004 SEC 33-9089 Dodd Frank Section 165 Part C S

More information

Renewable Energy Guidance

Renewable Energy Guidance NewClimate Institute, Verra Renewable Energy Guidance Guidance for assessing the greenhouse gas impacts of renewable energy policies May 2018 How to describe the policy or action being assessed 5. DESCRIBING

More information

European Joint Programme in Radioactive Waste Management

European Joint Programme in Radioactive Waste Management Euratom Treaty, 1957 European Joint Programme in Radioactive Waste Management JOPRAD programme document workshop, London, 04 April 2017 DG Research and Innovation Unit G4 Fission Energy Christophe Davies

More information

Euratom research and training programme under Horizon-2020

Euratom research and training programme under Horizon-2020 European Nuclear Young Generation Forum 2015 (dedicated to Nuclear and Environment / http://enygf2015.org/) Cité des Sciences et de l Industrie, Paris, La Villette / 22-26 June 2015 organised by the European

More information