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This paper summarizes the lessons learned from implementing a realistic, game-based simulation of California’s electricity market with a cap-and-trade market for greenhouse gas (GHG) emissions and fixed-price forward financial contracts for energy. Sophisticated market participants competed to maximize their returns under stressed (high carbon price) market conditions. Our simulation exhibited volatile carbon prices that could be influenced by strategic behavior of market participants. General uncertainty around carbon price as well as the deployment of strategies that were privately profitable but adversely affected overall market efficiency resulted in total costs of electricity supply that were significantly higher than would have been observed in perfectly competitive allowance and electricity markets. 

We observed several striking phenomena in our game. First, all teams in our game found themselves in a position to prefer higher carbon prices, even those holding high-emitting power plants. This occurred both because electricity price rose faster with carbon price than the average variable cost of producing output for most teams and because the initial allowance allocations functioned as “free money” with a face value that could be increased through the unilateral actions of market participants. Second, teams exercised unilateral market power on both selling and buying sides of the carbon allowance market, with the net effect being a carbon price far above that which would have been expected based on allowance supply and demand in a perfectly competitive market. Third, disagreement among teams over the appropriate price of carbon allowances combined with the exercise of unilateral market power in both electricity and allowance markets dramatically increased electricity prices and often resulted in the use of a more expensive set of generation units to produce the electricity demanded.  Numerous authors have pointed out that electricity markets are extremely susceptible to the exercise of market power, and emissions allowance markets can exacerbate this problem, as demonstrated in Kolstad and Wolak (2008). Fourth, there was very little liquidity in the secondary market for carbon allowances until right before the final emissions “true-up,” with a flurry of trading at the last minute, which resulted in inefficient market outcomes as several trades failed to be completed before the deadline.

These findings have several important policy implications. First, policy measures that increase the transparency and liquidity of the carbon allowance market would make both the allowance market and the electricity market work better. In our simulation, all market participants showed a strong unilateral desire to limit the amount of information publicly available about conditions in the carbon market, much to the detriment of market performance. Second, guardrails that constrain market outcomes, such as price floors and ceilings, can play a valuable role by limiting carbon price volatility.  Third, position and holding limits can reduce the ability and incentive of market participants to attempt strategies that, while privately profitable, have a negative impact on overall market efficiency.

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The Electricity Journal
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Mark C. Thurber
Mark C. Thurber
Frank Wolak
Frank Wolak
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Abstract

Over the past century peak oil forecasts have had a profound influence on US national security policy.  Unquestioned acceptance of a variety of oil scarcity forecasts, all of which proved wrong, repeatedly led policymakers to assume that rival powers sought to seize dwindling supplies.  Perennial expectation of resource conflict gradually elevated the perceived importance of Middle East (ME) oil, which was thought to be the last left on earth.  In response, increasingly aggressive US policies were adopted to secure a US share of ME oil.  Belief in a scarcity imperative for aggressive policy is here called “oil scarcity ideology.” Over the course of three iterations of the scarcity syndrome from 1909 to 1980, pre-emptive action to avert scarcity became a national security norm. 

During the 1970s Cold War scarcity ideology became particularly complex and dangerous.  Widespread belief in a new generation of peak oil forecasts engendered fear that an Arab oil weapon could cripple the US economy.  Even more ominously, the CIA forecast an impending Soviet production collapse.  From these two forecasts security experts inferred that an oil-starved USSR would try to seize Iranian oil production by force.  If the Soviets were not deterred by President Carter’s verbal warning against such action, some security experts urged that the US must launch its own invasion, occupying Iran’s oilfields to preempt the Soviets from seizing them.  If conventional force failed to halt the Red Army, the US must resort to nuclear war. In conjuring this oil-marauding USSR from scarcity ideology, security policymakers actively disregarded a great deal of market information indicating that global production would not soon peak and that Soviet production would not soon collapse.  The non-apocalyptic outlook was shared by a large cohort of market analysts, academics and government agencies.  Nonetheless, the National Security Council (NSC) was able to persuade the President to proclaim that the US would use unlimited force to protect Persian Gulf oil supply.  Carter’s threat, now known as the Carter Doctrine, has rationalized Persian Gulf force projection ever since.

The essay plan is as follows.  I first describe early iterations of the scarcity syndrome that recurred around the 20th century World Wars.  In both iterations, scientists and high officials of the Department of the Interior convinced national security policymakers that (i) US oil would soon run out, (ii) that Western Hemisphere supply could not meet the shortfall, therefore (iii) aggressive policies were required to wrest a share of ME oil from rival powers.  I then describe how peak oil theories advanced during WW2 formed the basis of Cold War scarcity ideology, in which the Soviet Union played the rival’s role. Finally, I consider implications of this historical record for international security theory.  My research utilizes two sources not widely available, (i) recently declassified documents from the Jimmy Carter Presidential Library and (ii) the historic petroleum trade journal collection of The University of Tulsa’s McFarlin Library. 

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Program on Energy and Sustainable Development
Authors
Roger Stern
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In recent years, natural gas prices in the United States have gone from historic highs of over $12 per mmBtu in the summer of 2008, to under $2.50/mmBtu in 2012. While demand side factors – such as the crisis in global financial markets – were partially to blame, many would argue that the real story is on the supply side, where increased production of shale gas – a form of unconventional natural gas trapped in leafy shale rock – drove gas prices down across the continent. The impact of low gas prices was felt in the form of cheap electricity, heating, and feedstocks to consumers and industry, which in turn bolstered the economic recovery. As an added bonus, cheap gas displaced dirty coal in power generation, reducing carbon emissions and pollution.

It is no wonder then, that when a recent U.S. Energy Information Administration publication on world wide reserves of shale gas crowned China as the holder of the world’s largest shale gas reserves, many inside and outside the Middle Kingdom were intrigued and enthralled by the possibilities of what shale gas could mean for China – in terms of climate, pollution, quality of life – and what it could mean for the broader international gas trade.

In this upcoming EWG talk, we will highlight some of the current activities and future plans for unconventional gas development in China. We will focus on the political, institutional, and commercial forces at play, and discuss some of the potential upsides and pitfalls that China will encounter on the road to realizing its unconventional gas potential.

Stanford University

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Jonathan Strahl Speaker
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Wolak's presentation focused on assessing the market performance impacts of the recent implementation of convergence (or virtual) bidding in the California wholesale electricity market.  

Frank diagnosed possible causes of the adverse market outcomes related to convergence bidding and suggested possible market design changes to address them.  He also chaired a panel discussion on the progress of the implementation AB 32, California’s greenhouse emissions permit cap and trade program.  This panel focused on current implementation challenges and trading activity in advance of the market opening.

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PESD's Richard Morse gave a talk titled "Remaining Uncertainties in the California’s Cap and Trade Program” during the summit's "California’s Carbon Policy – Implementing a California-Specific or California and Regional Cap-and-Trade" session.

The Silicon Valley Leadership Group and Precourt Energy Efficiency Center hosted the 2011 Silicon Valley Energy Summit held on Friday, June 24, 2011 at Stanford University.

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The world's largest coal exporter sits at a critical crossroads.  In the decades following WWII, Australia's coal industry grew from a small, fractured sector to the biggest player in international coal markets. This remarkable growth was driven by a combination of prodigious reserves, smart policy and regulation, strategic deployment of advanced technologies, and savvy market relationships with key Asian consumers.  But the industry now faces critical challenges that are poised to determine whether Australia will continue to be the globe's largest coal supplier. 

In "Australia's Black Coal Industry: Past Achievements and Future Challenges," PESD's Dr. Bart Lucarelli assesses the factors which are expected to shape the black coal industries of Queensland and New South Wales over the next 20 years. The study analyzes the critical challenges facing the Australia's black coal industries and the likely futures that might emerge from the resolution of those challenges over time.  

This analysis is essential reading for anyone who wants to understand how Australia came to dominate the global coal trade, and how the future of Asian energy markets is likely to develop.

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Program on Energy and Sustainable Development
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Dr. Bart Lucarelli
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Voluntary opt-in programs to reduce emissions in unregulated sectors or countries have spurred considerable discussion. Since any regulator will make errors in predicting baselines and participants will self-select into the program, adverse selection will reduce efficiency and possibly environmental integrity. In contrast, pure subsidies lead to full participation but require large financial transfers.

We present a simple model to analyze this trade-off between adverse selection and infra-marginal transfers. We find that increasing the scale of voluntary programs both improves efficiency and reduces transfers. We show that discounting (paying less than full value for offsets) is inefficient and cannot be used to reduce the fraction of offsets that are spurious while setting stringent baselines generally can. Both approaches reduce the cost to the offsets buyer. The effects of two popular policy options are less favorable than many believe: Limiting the number of offsets that can be one-for-one exchanged with permits in a cap-and-trade system will lower the offset price but also quality. Trading ratios between offsets and allowances have ambiguous environmental effects if the cap is not properly adjusted. This paper frames the issues in terms of avoiding deforestation but the results are applicable to any voluntary offset program.

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Program on Energy and Sustainable Development
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Arthur A. van Benthem
Suzi C. Kerr
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This EWG talk will highlight PESD's first analysis using our new coal model by demonstrating how it can be used to analyze the effects of China's import behavior on world thermal coal consumption. We will explore China's capability as a consumer to exercise market power in the domestic Chinese markets, and to what extent this behavior affects the price, consumption, and production of steam coal globally. Two scenarios will be presented: 1) we assume Chinese consumers with import capability behave competitively and 2) we assume they exercise market power.

The use of coal as a fuel has increased tremendously over the past decade, with most of the growth coming from rapidly expanding economies like those in China and India. As coal continues to be the fuel of choice for electricity generation around the world, PESD is excited to be developing a model to further understand the global steam coal market.  In the future, we anticipate the model will help answer questions regarding climate and trade policies, market structure, and technology improvements.

Michael Joined PESD in July of 2010 as a research assistant after graduating from Stanford University with a BA in Economics.

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Michael_Miller_July_2010.jpg

Michael joined PESD in July of 2010 after graduating from Stanford with a BA in Economics. He works with the Program Director, Frank A. Wolak, as a Quantitative Research Assistant. At Stanford he discovered his interest in Economics as a tool for encouraging more responsible use of energy and resources. He looks forward to working at PESD where he will continue to explore these interests.

His research interests include studying the effects of price-based climate policies, and to what extent they accelerate the production and adoption of low-carbon energy technologies.

Michael Miller Speaker
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Frank Wolak
Frank Wolak
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Any mention of climate policy was noticeably missing from President Obama's recent state of the union address. This is unfortunate because every day of inaction on climate policy by the United States government is another day that American consumers must pay substantially higher prices for products derived from crude oil, such as gasoline and diesel fuel. Moreover, a substantial fraction of the revenues from these higher prices goes to governments of countries that the US would prefer not to support.

So, what is the cost of a single day of delay? US crude oil consumption is approximately 20m barrels per day and roughly 12m barrels per day are imported. An oil price that, because of climate policy uncertainty, is $20 a barrel higher than it would otherwise have been implies that US consumers pay $400m per day more, of which $240m per day is paid to foreign oil producers. Dividing these figures by the United States population implies that every US citizen is paying about $1 per day more for oil - and more than half of that may be going to an unfriendly foreign government.

Why does this climate policy price premium exist? It is not due to a dearth of readily available technologies for producing substitutes for conventional oil. A number currently exist that are economic at oil prices significantly below current world prices of $80-90 per barrel. Several even have the potential to scale up to replace a large fraction of US oil consumption.

Tar sands and heavy oils, gas-to-liquids and coal-to-liquids are all available to produce substantial amounts of conventional oil substitutes at average costs at or below $60 per barrel. If these technologies were currently in place throughout the US, the world price of oil would not exceed that price, because any attempt by conventional oil suppliers to raise prices beyond that level would immediately be met by additional supply from producers of oil substitutes.

But if these technologies are financially viable at current world oil prices, then why don't they exist in the US? That's because they require massive up-front expenditures to construct the necessary production facilities. These fixed costs, plus the variable costs of production, must be recovered from sales over the lifetime of the project - and future climate policy can substantially increase the variable costs of these technologies.

Climate policy uncertainty impacts of the economic viability of these technologies because of the increased carbon intensity of the gasoline and diesel fuel substitutes they produce. Almost double the greenhouse gas emissions result per unit of useful energy produced and consumed relative to conventional oil. Therefore, if the US decided to set a significant price for carbon dioxide (CO2) emissions at some future date, either through a cap-and-trade mechanism or carbon fee, investors in these technologies would immediately realise a massive loss - because they would have to pay the price fixed for all of the CO2 emissions that result from producing and consuming these oil substitutes.

To understand this point, suppose that a technology exists to convert coal to an oil substitute that is financially viable at an oil price of $60 per barrel and that this technology produces double the CO2 per unit of useful energy relative to oil. At a $90 per barrel oil price, this technology could be unprofitable for a modest price of carbon dioxide (CO2) emissions because of its substantially higher carbon intensity. For instance, at a $100 per ton price of CO2 emissions - which is roughly twice the highest price observed in the European Union's emissions permit trading scheme - the total cost per barrel of oil equivalent, including the cost of the additional emissions, could easily exceed $90 per barrel.

A solution to this investment impasse is a stable, predictable price of carbon into the distant future. Although there is currently a regional cap and trade mechanism for CO2 emissions in the Northeast US, permit prices in the Regional Greenhouse Gas Initiative (RGGI) have been extremely modest - less than $5 per ton of CO2. California also plans to implement a cap-and-trade mechanism in 2012. No significant coal-mining activity takes place in the participating RGGI states or in California. But such regional cap-and-trade programmes are unlikely to set prices for CO2 emissions for a long enough time and with sufficient certainty to encourage investment in facilities to produce conventional oil substitutes. In other words, despite regional experiments with cap-and-trade, it is the national climate policy uncertainty that remains the major factor in preventing these investments.

If prospective investors in the major fossil fuel-producing regions of the US knew the cost of the CO2 emissions associated with these alternative technologies over the lifetime of each alternative fuel project, they would be able to decide which projects are likely to be financially viable at that carbon price. Particularly for coal-to-liquids, much of this investment would take place in the US because of the massive amount of available domestic coal reserves. This investment would also provide much-needed new domestic high-wage jobs.

New sources of supply of conventional oil substitutes would reduce oil prices, create new jobs in the United States and reduce the amount of money sent to governments, whose interests are counter to the US. Finally, this price of carbon would raise much-needed revenues for the US government and stimulate investment in lower carbon energy sources, such as wind, solar and biofuels. A modest, yet stable long-term price of carbon might even stimulate so much investment in conventional oil substitutes and low-carbon energy sources that the long-term net effect of this carbon price could be lower average energy prices across all sources.

The investments in these technologies need not result in higher aggregate CO2 emissions. For example, coal-to-liquids produces a concentrated CO2 emissions stream that is ideally suited to the deployment of carbon capture and sequestration (CCS) technology. Consequently, a carbon price high enough to make CCS financially viable, yet reasonable enough to make this technology competitive with conventional oil, would address both concerns.

If there are concerns that committing to a modest carbon price may be insufficient to address climate concerns, this commitment could be stipulated only for investment projects initiated within a certain time window. The US government could reserve the right to increase this CO2 emissions price for projects initiated after that period. This logic has not escaped the Chinese government, where General Electric and Shenhua, a major Chinese coal producer, recently announced a joint coal gasification project, which is financially viable because the Chinese government can provide the necessary climate policy certainty.

The choice is stark: either we can continue to wait to implement the perfect climate policy, and in the meantime pay higher prices for oil, and watch countries like China that are able to provide climate policy certainty to investors move forward with this new industrial development; or we could commit to a modest climate policy and so unleash the new technologies and new jobs made possible by this more favourable investment environment.

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As the world's fifth largest coal exporter and a key swing supplier between the Atlantic and Pacific coal markets, South Africa is a crucial player in global markets.  While the country has long been Europe's major supplier of coal, South African exports have begun to shift east and are steadily becoming a major source of coal supply for the Asian coal boom.  This strategic positioning sets the stage for South Africa to become an even more important player in determining how the world trades and prices coal. 

In the coming decade South Africa will face a number of difficult decisions around how to meet increasing domestic coal demand while dealing with climate concerns, increasing exports, and building the infrastructure that would enable the country to significantly expand market share in the global coal trade.  In many ways, the fate of South Africa's coal sector now hangs in the balance.

This paper explores the interplay between South Africa's domestic and export thermal coal markets and what might shape their development in the future. The paper first examines the industrial organisation and political-economy of the coal sector in South Africa.  An overview is provided of coal mining companies, how the current market structure emerged historically, the development of rail and port facilities, and coal costs and prices. Policy and legislative developments are also described. Finally scenarios are developed for local and export coal markets.

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Working Papers
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Program on Energy and Sustainable Development
Authors
Anton Eberhard
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