PJM, Fossil Fuel Power, and Environmental Justice
How the nation’s largest power market props up coal and gas, and the plants’ proximity to overburdened communities
Fossil fuel power plants still dominate the energy landscape from Chicago to the Jersey Shore to Virginia. This region’s electricity grid and markets are run by a company called PJM Interconnection , which significantly lags behind other regional transmission organizations around the country in transitioning to clean energy.
What holds back transition away from fossil fuel power in PJM?
One key factor is how plants get paid. In PJM’s annual “capacity market,” plant owners are paid for their offers to make power available if needed during times of peak customer demand. The problem is that PJM routinely buys far more capacity than needed, and at too high a price. This excess—or “fat market”—keeps fossil fuel plants in business that wouldn’t otherwise be viable. Consumers are left footing the bill, and these plants—and their pollution—are often located in or near neighborhoods of color and/or households living on lower incomes. It is worth noting that both nationwide and in the PJM region, low-income Black people face the highest risk of death from power plants’ fine particulate emissions.
So exactly how big a problem is this “fat market” in PJM? How many plants are being propped up? Where are they? And at what cost to consumers? PJM and plant owners keep capacity market bids secret, so it’s difficult to say for sure. But there should be greater daylight for consumers and communities, and a ray of light comes from a new study by the Applied Economics Clinic (AEC) that estimates plant owners’ bids and locations based on available data. Any plant owners that want to challenge the estimates are invited to share their actual bids with the public. This site elevates some of AEC’s key findings and data, with more detail and full methodologies available in the report itself.
Fossil Fuels in PJM
As of 2017, there were 1,060 existing gas and coal generating units and an additional 133 proposed gas units that were in stages of approval or construction across PJM’s 13-state territory. Most power plants house multiple units, making for a total of 383 plants with existing and proposed fossil fuel units in the region, as shown in the first map below. Of the 1,050 existing units AEC analyzed in its report, more than three quarters of existing units—81 percent or 851 units—are located within 5 miles of an environmental justice (EJ) community.
An EJ community, as defined in Pennsylvania, where PJM is headquartered, is a census tract in which more than 20 percent of residents live at or below the federal poverty level and/or more than 30 percent are people of color. The majority of existing fossil fuel units in PJM—58 percent or 609 total units—are within 1 mile of an EJ community. More than a third—36 percent or 376 units—are sited directly within these communities.
Existing and Proposed Fossil Fuel Plants in the PJM Region
Costly, Unneeded, Unjust
The glut of uneconomic fossil fuel plants in communities across the PJM region in part stems from flaws in the way PJM buys capacity. The AEC analysis finds that by consistently overestimating future consumer demand and the costs of new generating units, PJM’s capacity markets result in “fat markets.” A “fat market” is one in which the “clearing price” that determines whether a generator’s bid is accepted or not is set too high and results in payments made to unnecessary high-cost power plants at customer expense.
The maps below draw from AEC's in depth look at 450 of the total 1,193 units in PJM’s 2021/22 capacity market (which was held in 2018) to enable users to zoom into their geographic region to see which of these existing or proposed fossil fuel units in their area were too expensive and only got paid for capacity because of PJM’s fat market (red dots). The next map then plots units that are so expensive they aren’t clearing even with the fat market (black dots).
*Note: Because power plant capacity market bids are not made publicly available, classification of 'fat market' and 'high bid price' generators is based on AEC's estimation of bid prices based on public data regarding their size, age, location, plant type, and history of use.
**Also note that a single plant may have different units falling into different categories in this analysis (e.g. one unit is "fat market" and another is "high bid price"). This means that a few plants may show up in both the maps below.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Overall across the PJM region, the AEC report found 77 existing and proposed gas and coal units that cleared only because of PJM’s fat market, costing customers an estimated $4.3 billion in extra costs, about $67 a year on the average customer bill. Community members may be particularly interested to zoom in on the red dots in their areas -- the “fat market” units that a more efficiently designed PJM market wouldn’t be paying. Of the 77 fat market units, 48 (or 62 percent) are within five miles of an EJ community and nearly half—33 units or 43 percent—are within a mile. A third (26) of the fat market units are proposed units, for which capacity payments are an important step toward receiving financing.
The other plants of note are those with unit bid prices that are too high to clear, even with the fat market. There are 147 of these very expensive “high bid price” units, and more than half (83) are located within 5 miles of an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
New Jersey
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 106 fossil fuel units (103 existing and 3 proposed) within a mile of an EJ community; 57 directly within an EJ community.
- 13 total fat market fossil fuel units (10 existing, 3 gas proposed). The majority are directly within an EJ community and all but one are within one mile of an EJ community.
- 4 total high bid price fossil fuel units (1 existing, 3 gas proposed). 2 of the 3 proposed high bid price gas units are within 5 miles of an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Ohio
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 119 fossil fuel units (116 existing and 3 proposed) within a mile of an EJ community; 70 directly within an EJ community.
- 11 total existing fat market fossil fuel units. All are within 5 miles of an EJ community and 7 are within a mile.
- 16 total high bid price fossil fuel units (10 existing, 6 gas proposed). The proposed high bid price gas units are all within 5 miles of an EJ community; 4 of the 10 existing high bid price coal and gas units are less than a mile from an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Virginia
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 55 fossil fuel units (50 existing and 5 proposed) directly within an EJ community.
- 5 existing fat market fossil fuel units, all within 5 miles of an EJ community and 2 within an EJ community. 1 proposed gas plant benefiting from the fat market, located within an EJ community.
- 16 total high bid price fossil fuel units (10 existing, 6 gas proposed). All the existing ones are within a mile of an EJ community; 4 of the 6 proposed are within an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Illinois
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 118 existing fossil fuel units within a mile of an EJ community; 46 directly within an EJ community.
- 2 existing fat market fossil fuel units, one within an EJ community and one less than a mile from an EJ community.
- 4 existing high bid price fossil fuel units, all within 5 miles of an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Maryland
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 50 fossil fuel units (44 existing and 6 proposed) within a mile of an EJ community; 46 directly within an EJ community.
- 3 existing fat market fossil fuel units, all within 5 miles of an EJ community.
- 20 total high bid price fossil fuel units (9 existing, 11 gas proposed). 5 of the 9 existing units, and 6 of the 11 proposed are directly within EJ communities.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Pennsylvania
Findings as of the PJM capacity market held in 2018 that AEC modeled:
- 75 fossil fuel units (73 existing and 2 proposed) within a mile of an EJ community; 50 directly within an EJ community.
- 31 total fat market fossil fuel units (12 existing, 19 proposed), 8 of which are within 5 miles to an EJ community.
- 66 total high bid price fossil fuel units (4 existing, 62 proposed gas). Half of the existing units are within 5 miles of an EJ community. Of the 62 proposed high bid price gas units, 18 are within 5 miles of an EJ community.
Fossil Fuel Units By Estimated Clearing Price* in PJM's 2018 Capacity Market
Final Word
With many states and communities in the PJM region racing to advance clean energy, PJM has had to take steps to evolve its markets and grid for the future we need.
That transformation is ongoing.
To build a shared energy system that is at once economic, reliable and just is possible, but to do so demands a commitment by PJM to bring a broader world of communities and stakeholders to the table, and to shape markets informed by their concerns over those of entrenched fossil fuel interests.