The Spark Spread

Sebastian Aguirre
December 14, 2023

Submitted as coursework for PH240, Stanford University, Fall 2023

Introduction

Fig. 1: Example of spark spread data. (Source: Wikimedia Commons, courtesy of the EIA)

In the dynamic landscape of the United States' electric markets, the spark spread stands out as a crucial metric, wielding significant influence over the economic viability of power generation. The spark spread, defined as the difference between the market price of electricity and the cost of natural gas required to produce that electricity, serves as a pivotal indicator of the profitability and competitiveness of power generation facilities. As the nation steers towards a future characterized by environmental sustainability and decarbonization, understanding the nuances of the spark spread becomes imperative. The energy sector in the United States is undergoing a transformative shift, driven by an urgent need to reduce carbon emissions and combat climate change. Against the backdrop of evolving environmental policies and growing public demand for cleaner energy sources, the spark spread becomes more than just an economic metric; it becomes a barometer for the feasibility and attractiveness of low-carbon technologies. In this context, it is essential to dissect the factors that contribute to the spark spread and analyze how they intersect with the overarching goal of reducing greenhouse gas emissions. In the ensuing sections, this post will delve into the historical context of the spark spread, its current dynamics in the U.S. electric markets, and its pivotal role in shaping the landscape of decarbonization efforts. Through this exploration, the paper seeks to contribute valuable perspectives that can inform policy decisions, guide investment strategies, and ultimately accelerate the nation's transition to a greener and more resilient energy future.

Context and Primary Variables

Originating as a metric primarily used to assess the profitability of natural gas-fired power plants, it has gradually encompassed a broader spectrum of power generation sources, including renewables and nuclear. Over the past decades, the spark spread has been subject to fluctuations influenced by market dynamics, policy changes, and technological advancements. To comprehend the contemporary significance of the spark spread, it is essential to examine its historical trajectory. In the early stages, natural gas played a pivotal role in determining the spark spread, given its prominence as a primary fuel source for electricity generation. However, with the rise of renewable energy sources and a renewed emphasis on environmental sustainability, the spark spread has become a multifaceted metric, reflecting the complex interplay of various energy inputs as shown below. [1]

Spark Spread = Electricity Price (P) - Natural Gas Price (NG) × Heat Rate

Electricity Price (P): is the market price of electricity in dollars per megawatt-hour (MWh). Natural Gas Price (NG): is the price of natural gas in dollars per million British thermal units (MMBtu). Heat Rate: represents the efficiency of the power generation process, measured in MMBtu per MWh. It indicates the amount of natural gas required to produce one megawatt-hour of electricity.

Year Pool Price Spark Price
2013 $80.19 MWh-1 $57.58 MWh-1
2014 $49.42 MWh-1 $17.56 MWh-1
2015 $33.34 MWh-1 $14.12 MWh-1
2016 $18.28 MWh-1 $2.77 MWh-1
2017 $22.19 MWh-1 $6.70 MWh-1
2018 $50.35 MWh-1 $39.54 MWh-1
2019 $54.88 MWh-1 $42.21 MWh-1
2020 $46.72 MWh-1 $30.81 MWh-1
2021 $101.93 MWh-1 $76.39 MWh-1
2022 $162.46 MWh-1 $124.46 MWh-1
Table 1: Past annual spark spread figures in Alberta. [3] (Based on 7.5 GJ MWh-1)

In the early 2000s, natural gas prices hovered around $2 to $4 per million British thermal units (MMBtu), and electricity prices averaged $30 to $40 per megawatt-hour (MWh). During this period, the spark spread for natural gas power plants was relatively favorable, reflecting a robust profitability margin. However, as renewable energy capacity increased and natural gas prices experienced fluctuations, the spark spread dynamics shifted. By 2020, natural gas prices rose to $2.50 to $3.50 per MMBtu, while electricity prices varied from $20 to $60 per MWh. This change underscored the evolving landscape, where renewables and low-carbon technologies began to compete more aggressively with traditional fossil fuels during peak generating hours. [2]

A good example for seeing the direct impacts of electricity and natural gas pricing in one place is in the market statistics from Alberta. In 2022, a mix of factors including lower imports, an increased carbon tax, and mixed supply/demand caused the overall electricity generation pool cost to increase 59 per cent from its previous-year value to $162.46/megawatt hour (MWh). The cost of natural gas, meanwhile, only went up by 49 percent, averaging $5.07/gigajoule (GJ). As a result the spark spread, based on a 7.5 GJ/MWh heat rate, increased 63 per cent to $124.46/MWh from its previous-year value. [3] This increase shown in Fig. 1 explains how energy markets can be affected by the relative cost of natural gas to wholesale electricity. With a higher spark spread, Alberta utility companies found the cost of generating electricity low relative to the price of electricity, resulting in a greater percent of generation coming from fossil fules (specifically natural gas).

How This Affects Decarbonization Efforts

The spark spread plays a pivotal role in influencing decarbonization efforts within the U.S. electric markets. As a metric that assesses the economic viability of power generation, it directly impacts the decision-making processes of energy producers, investors, and policymakers. Several key aspects highlight the intricate relationship between the spark spread and decarbonization.

Competitive Dynamics in Power Generation: Fluctuations in the spark spread impact the competitiveness of different power generation sources. When the spark spread favors natural gas or renewables, these sources become more competitive relative to traditional fossil fuels. This competitive advantage can drive a shift away from carbon-intensive energy sources, facilitating the integration of cleaner technologies into the energy mix. [4]

Policy Alignment and Market Design: The spark spread provides crucial insights for policymakers seeking to align market incentives with decarbonization goals. Policies that encourage a positive spark spread for low-carbon technologies, through mechanisms such as carbon pricing or renewable energy incentives, can accelerate the transition to a cleaner energy sector. Market designs that reflect the environmental and societal costs of carbon emissions contribute to a more favorable spark spread for decarbonized options.

Grid Resilience and Reliability: Decarbonization efforts often involve integrating intermittent renewable energy sources into the grid. The spark spread influences decisions related to grid resilience and reliability, as it impacts the economic feasibility of energy storage technologies and grid balancing mechanisms. A favorable spark spread for clean energy solutions can encourage investments in energy storage and grid flexibility, enhancing the reliability of a decarbonized electric grid.

Conclusion

In summary, the spark spread, intricately tied to the profitability of power generation, emerges as a critical factor shaping the trajectory of decarbonization efforts in the U.S. electric markets. Its historical evolution from a focus on natural gas to a broader consideration of low-carbon technologies mirrors the dynamic shifts in energy landscapes. The spark spread's influence extends beyond economic viability, driving investment decisions, market dynamics, and policy frameworks. A positive spark spread acts as a catalyst, incentivizing investments in cleaner energy sources, fostering competitiveness, and stimulating technological innovation. Policies and market designs aligned with decarbonization goals contribute to a favorable spark spread, providing a vital economic foundation for the transition to a sustainable energy future. Crucially, the spark spread also impacts grid resilience, consumer costs, and public perception, highlighting its role as a crucial lever for steering the U.S. electric markets toward a cleaner and more resilient future. Navigating this trajectory requires ongoing adaptation, innovation, and collaboration among stakeholders to leverage the spark spread as a driving force for sustainability.

© Sebastian Aguirre. The author warrants that the work is the author's own and that Stanford University provided no input other than typesetting and referencing guidelines. The author grants permission to copy, distribute and display this work in unaltered form, with attribution to the author, for noncommercial purposes only. All other rights, including commercial rights, are reserved to the author.

References

[1] S. Nimbalkar and M. R. Muller, "CHP Program Design: Cost Benefits of Dispatching Versus Baseline Operations," Proc. 2007 ACEEE Summer Study on Energy Efficiency in Industry, Panel 2, American Council for an Energy-Efficient Economy, 2007.

[2] "State of the Markets 2020," U.S. Federal Energy Regulatory Commission, March 2021.

[3] "AESO 2022 Annual Market Statistics," Alberta Electric System Operator, March 2022.

[4] "Cleaning Up Spark Spreads," The Brattle Group, March 2011.