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Power Generation Valuation & Hedging 
VALUATION AND HEDGING TECHNIQUES FOR POWER GENERATION 
9-10 March, 2015, Amsterdam 
Course Leaders 
Cyriel de Jong, KYOS Energy Consulting 
Hans van Dijken, KYOS Energy Consulting
COURSE 
Power Generation Valuation & Hedging 
Welcome to this popular and highly interactive course on valuation 
and hedging techniques for power generation assets. 
A summary of the course This two day course provides an in-depth analysis of 
methodologies to value and manage power generation 
assets and power contracts. The course mainly covers 
thermal plants, but also contains separate discussion of 
virtual power plant contracts, tolling deals, and wind and 
hydro generation assets. 
With real life examples and cases studies the course will 
demonstrate what techniques can be used to properly 
value and manage power plants, thereby incorporating 
relevant technical and commercial plant constraints. 
Furthermore, the course shows how to construct realistic 
price scenarios, a key element in valuation and hedging. 
Who should attend? The course aims to attract a wide range of people active 
in the energy and fi nancial sector, including energy 
traders, asset developers, portfolio and risk managers, 
energy market analysts, regulators and consultants. The 
course does not require any specifi c pre-knowledge. The 
instructors are used to present technical details in an 
intuitive manner, both appealing to quantitative and non-quantitative 
people. 
Case study and trading game The course is highly practical: throughout the course you 
will work on case studies with specialized analysis models 
for plant valuation and hedging analysis. The models will be 
provided to you for the duration of the course plus a month 
thereafter. 
Apart from case studies, the course also features an 
energy trading game. The goal is to optimize a portfolio of 
power plants, while hedging in the market and responding 
to news.
AGENDA 
Programme Day 1 Programme Day 2 
Introduction power plant valuation 
▶ Technologies 
▶ Explanation of costs 
▶ Financial evaluation of power stations 
How to build up the intrinsic value of a power plant 
▶ Build-up of intrinsic value 
▷ What are typical constraints and optionalities? 
• Switching between min and max production 
• Switching between running on 1 and on 2 GT’s 
• Start costs and start curves 
• Heat delivery, including boilers and heat buff ers 
▷ Main methodologies to create HPFCs as the basis for an intrinsic 
valuation 
▶ Impact renewables on power market 
▷ Surge in wind power: impact on pricing 
▷ Solar power: impact on peak power price 
▷ How to model the impact of renewable growth on future HPFC’s 
Valuation of spread options: power plant, cross-border 
capacity 
▶ From intrinsic to extrinsic value 
▶ Treating the power plant as a strip of options 
▶ Application of the Margrabe’s/Kirk formulas for spread options 
(power plant as spread option) 
▶ Comparing and assessing optionality in: 
▷ Forward markets 
▷ Spot markets (day ahead) 
▷ Intra-day markets 
▷ Balancing markets 
▶ Other spread options: cross-border capacity 
Monte Carlo price simulations and cointegration 
▶ Volatility term structure 
▶ Cointegration versus correlation 
▶ Eff ective simulation of spark and dark spreads 
▶ Impact cointegration on power plant value 
Dispatch Optimization 
▶ Plant constraints: technical, commercial, environmental 
▶ Broad comparison and short explanation of optimization 
techniques: Mixed Integer Linear Programming (MILP), dynamic 
programming (DP), least-squares Monte Carlo (LSMC) 
▶ Explanation about dynamic programming: 
▷ Defi ning the states 
▷ Defi ning the state transitions 
▷ Calculating the continuation value recursively 
▶ Optimizing under uncertainty with Least-squares Monte Carlo: 
▷ What is the diff erence between perfect and non-perfect 
foresight. Why is it relevant? 
▷ LSMC as an extension of DP 
▷ What type of price regression to use for estimating the 
continuation value? 
▷ Including a heat buff er in the state space 
▷ Diff erences in value between LSMC and DP 
Power plant hedging 
▶ Purpose of hedging (risk reduction, profi t optimization) 
▶ Delta, gamma, vega 
▶ Volume based delta calculations 
▶ Using the Margrabe’s / Kirk formula to calculate all option Greeks 
▶ Shock-based calculation of option Greeks 
▷ With diff erent types of re-optimization and revaluation 
▶ Relationship between volume hedges and value hedges 
Example power plant valuation 
▶ An example power plant will be evaluated 
▶ A backtest will be performed, to demonstrate the impact of 
hedging on the power plant P&L 
Energy Trading Game 
▶ You manage two power stations 
▶ You have to dispatch the assets in the spot market based on spot 
margins 
▶ You have to minimize the exposure, measured by VaR, by delta 
hedging in the forward market. The 
▶ more risk you take, the more capital you need to hold, which is 
costly 
▶ You get news messages, based on which a bit of speculation can 
help to make extra profi ts 
▶ Each participant is in the same position, so results can be 
directly compared
LCEOURASE LEDADEERS R 
Before Cyriel de Jong founded 
KYOS, he was assistant professor at 
Erasmus University. Since 2001 he 
has been a trainer in energy markets, 
mainly focusing on fi nancial risk 
management and energy fi nance. 
Cyriel has done a great number of 
projects related to energy derivative 
valuation, risk management and 
investment analysis (including real 
options). He is particularly active in 
the application of fi nancial simulation 
methodologies to value power plants, 
gas storages, long-term contracts, and 
transportation. Cyriel holds an MSc 
in Econometrics from the University 
of Maastricht and a PhD in Financial 
Derivatives from Erasmus University. 
Hans van Dijken has been active 
in energy markets since 2001. 
Before he joined KYOS, he worked 
for Reliant Energy and Nuon in the 
Netherlands. 
During this period, he worked in various 
functions within risk management and 
business development. Within KYOS, 
Hans has been working on various 
projects related to investment analysis, 
power plant valuation, tolling deals and 
implementation of hedging strategies. 
He is largely active in optimizing 
power plant dispatch decisions, while 
enhancing value through the application 
of hedging strategies. 
Hans holds an MSc in Business 
Administration from the University of 
Twente. 
“I attended this course in 2011 and 
this was useful. I have learned/ 
improved some concepts like 
Spark Spread, VPP, hedging and I 
implemented it in my work. Moreover, 
I practiced in a small hedging game. 
But for me, the most important thing 
was that I met people from diff erent 
companies and countries with whom 
I could discuss about our business.” 
Davy Swennen, Business Expert & 
Controlling Analyst at EDF Luminus 
“The course Power Generation 
Valuation and Hedging gives a very 
good overview for beginners about 
how generation assets are used in 
the diff erent power markets. It also 
provides an excellent insight on 
mathematical models for generation 
optimization and hedging strategies 
on an advanced level.” 
Jan Smolka, Portfolio Manager 
(Generation Assets & Energy 
Trading) at Trianel Gmbh 
Cyriel de Jong 
Partner, KYOS Energy Consulting 
Hans van Dijken 
Partner, KYOS Energy Consulting 
Reviews:
LEADER LANGUAGE 
The workshop will be delivered in English. 
DATE 
9-10 March, 2015, Amsterdam, The Netherlands 
SCHEDULE 
Each day starts at 09.00 and fi nishes at 17.00hrs. 
REGISTRATION 
http://www.energy-expert-network.com/courses 
E-mail: Johanna.Oberg@energy-expert-network.com 
Phone:+46 (0) 708 55 65 62 
FEES 
Early Bird 2225€ (before 26 January) + Dutch VAT 
Standard price 2475€ + Dutch VAT 
MULTIPLE REGISTRATION DISCOUNT 
Register two or more people from the same company 
and receive an additional 10% discount. 
FOOD AND BEVERAGE 
Food and beverages will be provided to the 
participants during the day. Specifi c wishes can be 
submitted to the organization. 
LAPTOP 
Provided the character of the workshop participants 
are required to bring a laptop, which has installed MS 
Excel. 
DOCUMENTATION 
Participants receive documentation, calculations and 
exercises in a manual. 
ABOUT THE ORGANIZERS 
ENERGY EXPERT NETWORK 
The Energy Expert Network is a network of experts 
and hands-on energy market participants that provides 
companies with tailored courses. 
The Energy Expert Network consists of the ‘best of the 
best’ industry experts, well known for their knowledge and 
experience in teaching energy industry professionals. Energy 
Expert Network also provide open courses on fi xed dates in 
co-operation with external experts.

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Power Generation Valuation and Hedging 2015

  • 1. Power Generation Valuation & Hedging VALUATION AND HEDGING TECHNIQUES FOR POWER GENERATION 9-10 March, 2015, Amsterdam Course Leaders Cyriel de Jong, KYOS Energy Consulting Hans van Dijken, KYOS Energy Consulting
  • 2. COURSE Power Generation Valuation & Hedging Welcome to this popular and highly interactive course on valuation and hedging techniques for power generation assets. A summary of the course This two day course provides an in-depth analysis of methodologies to value and manage power generation assets and power contracts. The course mainly covers thermal plants, but also contains separate discussion of virtual power plant contracts, tolling deals, and wind and hydro generation assets. With real life examples and cases studies the course will demonstrate what techniques can be used to properly value and manage power plants, thereby incorporating relevant technical and commercial plant constraints. Furthermore, the course shows how to construct realistic price scenarios, a key element in valuation and hedging. Who should attend? The course aims to attract a wide range of people active in the energy and fi nancial sector, including energy traders, asset developers, portfolio and risk managers, energy market analysts, regulators and consultants. The course does not require any specifi c pre-knowledge. The instructors are used to present technical details in an intuitive manner, both appealing to quantitative and non-quantitative people. Case study and trading game The course is highly practical: throughout the course you will work on case studies with specialized analysis models for plant valuation and hedging analysis. The models will be provided to you for the duration of the course plus a month thereafter. Apart from case studies, the course also features an energy trading game. The goal is to optimize a portfolio of power plants, while hedging in the market and responding to news.
  • 3. AGENDA Programme Day 1 Programme Day 2 Introduction power plant valuation ▶ Technologies ▶ Explanation of costs ▶ Financial evaluation of power stations How to build up the intrinsic value of a power plant ▶ Build-up of intrinsic value ▷ What are typical constraints and optionalities? • Switching between min and max production • Switching between running on 1 and on 2 GT’s • Start costs and start curves • Heat delivery, including boilers and heat buff ers ▷ Main methodologies to create HPFCs as the basis for an intrinsic valuation ▶ Impact renewables on power market ▷ Surge in wind power: impact on pricing ▷ Solar power: impact on peak power price ▷ How to model the impact of renewable growth on future HPFC’s Valuation of spread options: power plant, cross-border capacity ▶ From intrinsic to extrinsic value ▶ Treating the power plant as a strip of options ▶ Application of the Margrabe’s/Kirk formulas for spread options (power plant as spread option) ▶ Comparing and assessing optionality in: ▷ Forward markets ▷ Spot markets (day ahead) ▷ Intra-day markets ▷ Balancing markets ▶ Other spread options: cross-border capacity Monte Carlo price simulations and cointegration ▶ Volatility term structure ▶ Cointegration versus correlation ▶ Eff ective simulation of spark and dark spreads ▶ Impact cointegration on power plant value Dispatch Optimization ▶ Plant constraints: technical, commercial, environmental ▶ Broad comparison and short explanation of optimization techniques: Mixed Integer Linear Programming (MILP), dynamic programming (DP), least-squares Monte Carlo (LSMC) ▶ Explanation about dynamic programming: ▷ Defi ning the states ▷ Defi ning the state transitions ▷ Calculating the continuation value recursively ▶ Optimizing under uncertainty with Least-squares Monte Carlo: ▷ What is the diff erence between perfect and non-perfect foresight. Why is it relevant? ▷ LSMC as an extension of DP ▷ What type of price regression to use for estimating the continuation value? ▷ Including a heat buff er in the state space ▷ Diff erences in value between LSMC and DP Power plant hedging ▶ Purpose of hedging (risk reduction, profi t optimization) ▶ Delta, gamma, vega ▶ Volume based delta calculations ▶ Using the Margrabe’s / Kirk formula to calculate all option Greeks ▶ Shock-based calculation of option Greeks ▷ With diff erent types of re-optimization and revaluation ▶ Relationship between volume hedges and value hedges Example power plant valuation ▶ An example power plant will be evaluated ▶ A backtest will be performed, to demonstrate the impact of hedging on the power plant P&L Energy Trading Game ▶ You manage two power stations ▶ You have to dispatch the assets in the spot market based on spot margins ▶ You have to minimize the exposure, measured by VaR, by delta hedging in the forward market. The ▶ more risk you take, the more capital you need to hold, which is costly ▶ You get news messages, based on which a bit of speculation can help to make extra profi ts ▶ Each participant is in the same position, so results can be directly compared
  • 4. LCEOURASE LEDADEERS R Before Cyriel de Jong founded KYOS, he was assistant professor at Erasmus University. Since 2001 he has been a trainer in energy markets, mainly focusing on fi nancial risk management and energy fi nance. Cyriel has done a great number of projects related to energy derivative valuation, risk management and investment analysis (including real options). He is particularly active in the application of fi nancial simulation methodologies to value power plants, gas storages, long-term contracts, and transportation. Cyriel holds an MSc in Econometrics from the University of Maastricht and a PhD in Financial Derivatives from Erasmus University. Hans van Dijken has been active in energy markets since 2001. Before he joined KYOS, he worked for Reliant Energy and Nuon in the Netherlands. During this period, he worked in various functions within risk management and business development. Within KYOS, Hans has been working on various projects related to investment analysis, power plant valuation, tolling deals and implementation of hedging strategies. He is largely active in optimizing power plant dispatch decisions, while enhancing value through the application of hedging strategies. Hans holds an MSc in Business Administration from the University of Twente. “I attended this course in 2011 and this was useful. I have learned/ improved some concepts like Spark Spread, VPP, hedging and I implemented it in my work. Moreover, I practiced in a small hedging game. But for me, the most important thing was that I met people from diff erent companies and countries with whom I could discuss about our business.” Davy Swennen, Business Expert & Controlling Analyst at EDF Luminus “The course Power Generation Valuation and Hedging gives a very good overview for beginners about how generation assets are used in the diff erent power markets. It also provides an excellent insight on mathematical models for generation optimization and hedging strategies on an advanced level.” Jan Smolka, Portfolio Manager (Generation Assets & Energy Trading) at Trianel Gmbh Cyriel de Jong Partner, KYOS Energy Consulting Hans van Dijken Partner, KYOS Energy Consulting Reviews:
  • 5. LEADER LANGUAGE The workshop will be delivered in English. DATE 9-10 March, 2015, Amsterdam, The Netherlands SCHEDULE Each day starts at 09.00 and fi nishes at 17.00hrs. REGISTRATION http://www.energy-expert-network.com/courses E-mail: Johanna.Oberg@energy-expert-network.com Phone:+46 (0) 708 55 65 62 FEES Early Bird 2225€ (before 26 January) + Dutch VAT Standard price 2475€ + Dutch VAT MULTIPLE REGISTRATION DISCOUNT Register two or more people from the same company and receive an additional 10% discount. FOOD AND BEVERAGE Food and beverages will be provided to the participants during the day. Specifi c wishes can be submitted to the organization. LAPTOP Provided the character of the workshop participants are required to bring a laptop, which has installed MS Excel. DOCUMENTATION Participants receive documentation, calculations and exercises in a manual. ABOUT THE ORGANIZERS ENERGY EXPERT NETWORK The Energy Expert Network is a network of experts and hands-on energy market participants that provides companies with tailored courses. The Energy Expert Network consists of the ‘best of the best’ industry experts, well known for their knowledge and experience in teaching energy industry professionals. Energy Expert Network also provide open courses on fi xed dates in co-operation with external experts.