Product Launch
New Product Alert! Probabilistic Asset Solar and Wind Short-Term Forecasts
Learn More

PJM Market Guide: How the PJM Interconnection Power Market Works

PJM Interconnection runs the largest US power market. Learn how it works and why it has had a resource adequacy shortfall, even as capacity prices hit the cap.

Amperon
October 19, 2026
October 19, 2026

Summary

1
Unlike ERCOT, PJM pays generators twice: for the energy they sell and, years ahead, for being available through its capacity auctions.
2
Data centers, led by Northern Virginia, have turned decades of flat demand into fast growth, and the last three capacity auctions cleared at the price cap.
3
Location matters in PJM. Congestion can split prices sharply between zones, and a large customer's capacity and transmission costs depend on a handful of peak hours.
4
PJM territory map

PJM stands for Pennsylvania, Jersey, and Maryland, but the PJM Interconnection extends beyond those state borders. In fact, PJM is the largest power market in the United States, and it claims to be the largest competitive wholesale electricity market in the world.

What is PJM?

PJM Interconnection is the regional transmission organization (RTO) that runs the power grid and wholesale electricity market for all or parts of 13 states and Washington, D.C. The PJM name comes from its origins as the Pennsylvania-New Jersey-Maryland Interconnection.  

Today, PJM serves more than 67 million people, more than any other U.S. grid operator, and its peak load is roughly 30% higher than the next-largest market. It also covers some of the most consequential territory of any grid, from Chicago to the Pentagon and Northern Virginia’s Data Center Alley.

PJM dispatches the grid and runs the energy and capacity markets where generators, utilities, retailers, and traders buy and sell power. It also plans the transmission system within its territory. The power plants and power lines themselves belong to its members.

Aside from its size, two things set PJM apart from other U.S. power markets:

  • It has a robust capacity market. Unlike ERCOT, PJM pays generators for both energy sold and capacity available. And unlike other leading markets like MISO, its capacity auction clears years in advance.
  • Its demand is growing fast after years of flat load. Data centers, especially in Northern Virginia, are driving some of the fastest load growth PJM has forecast in decades. Amperon's PJM load growth analysis breaks it down by zone.

This guide explains how the PJM market works, what moves demand and prices, and where to find Amperon's deeper analysis on each topic.

PJM at a glance

Last updated: October 2026

Full namePJM Interconnection
RoleRegional Transmission Organization (RTO) and Independent System Operator (ISO)
OversightFederal Energy Regulatory Commission (FERC)
FootprintAll or parts of 13 states and Washington, D.C. (369,054 square miles)
People served67+ million
Transmission88,333 miles of lines
GenerationAbout 182,000 MW from 1,400+ sources
MarketsCapacity, day-ahead and real-time energy, ancillary services, and financial transmission rights
Energy offer cap$1,000/MWh, or up to $2,000/MWh for verified cost-based offers
Capacity price cap$325/MW-day for the 2028/29 delivery year
Transmission zones21
Major trading hubsWestern Hub, AEP-Dayton Hub, Northern Illinois Hub
All-time peak demandAbout 165.6 GW, set in 2006
Recent summer peak162.1 GW on July 2, 2026
Battery storageJust over 400 MW (Q3 2025)
Coincident peaks5CP sets capacity costs; each zone's single peak hour sets transmission costs

Sources: PJM at a glance, PJM 2028/29 auction results, PJM network service peak loads, FERC Order 831 offer caps, CME PJM futures, Amperon on the July 2026 heat event, Amperon PJM load growth report.

PJM today: what's changed recently

Last updated: October 2026

PJM is moving from decades of flat demand to fast growth, and capacity prices have risen to the market's price cap. Recent developments include:

  • Summer 2026 set a five-year demand high. PJM's metered peak reached 162.1 GW on July 2, 2026, above the 160.2 GW peak of June 23, 2025. Demand response and curtailments held it down; without them, underlying demand likely topped PJM's 2006 record of about 165.6 GW. Amperon's day-ahead demand forecast error from June 29 to July 3 was 23% lower than PJM's own forecast. See How Amperon performed in the July 2026 heat event.
  • Capacity auctions keep clearing at the cap. The 2028/29 auction, held in July 2026, cleared at the $325/MW-day cap across all of PJM and came in 6,831 MW short of the reliability requirement. It was the third straight auction to clear at the cap. The shortfalls started a year earlier, when the 2027/28 auction became the first in which the entire RTO fell short of its reliability requirement. The next auction, for 2029/30, is scheduled for December 2026. See PJM capacity auction explained.
  • The load forecast keeps rising. PJM's 2026 long-term forecast puts the summer peak at about 222 GW by 2036, up about 66 GW, or 3.6% a year. Winter peaks are forecast to grow even faster, at 4.0% a year. In 2021, PJM forecast just 0.3% annual growth, with no zone above 0.9%. See Can PJM keep up with load growth?
  • Northern Virginia leads the growth. Weather-normalized load in the Dominion zone grew about 6.5% a year from 2021 to 2025, against 1.63% for PJM as a whole. PJM's forecast of data center load in the zone through 2037 rose from about 5,700 MW in 2022 to more than 20,000 MW in 2025. During the July 2026 heat event, Dominion and AEP accounted for 88% of the load that ran above PJM's weather-expected levels. See Why Virginia data centers matter to all of PJM.
  • Battery storage is still small. PJM had just over 400 MW of utility-scale batteries online in the third quarter of 2025, compared with about 17.9 GW in ERCOT (April 2026) and 15.8 GW in CAISO (January 2026). A Brattle Group study for the U.S. Energy Storage Coalition found PJM needs at least 16 GW of storage by 2032 to maintain reliability. See Battery Energy Storage: ERCOT vs. CAISO, which includes notes on PJM's lack of commensurate battery buildout.
  • Transmission spending is climbing. In 2025, PJM's regional transmission planning process identified 122 new baseline reliability projects, estimated at $11.8 billion, driven mainly by data center growth and electrification.

For the zone-by-zone data behind these figures, download Amperon's PJM Load Growth 2021–2025 report.

How the PJM market works

PJM runs several linked markets. Generators earn money by selling energy, by committing capacity years in advance, and by providing reserves. Buyers pay for each of these, and traders use financial products to buy and sell power and hedge the price differences between zones.

PJM energy markets and LMPs

  • Day-ahead market: A financial market that clears the day before the operating day. Buyers and sellers lock in hourly prices and quantities.
  • Real-time market: PJM dispatches generation every five minutes to balance supply and demand as it happens. Differences from day-ahead positions settle at real-time prices.

Prices in both markets are set as locational marginal prices (LMPs) at thousands of points on the grid. Each LMP has three parts: the cost of energy, the cost of transmission congestion, and the cost of losses on the lines. When lines are congested, prices on either side of the constraint can split sharply.

PJM caps energy offers at $1,000/MWh, or up to $2,000/MWh for offers backed by verified costs.

The PJM capacity market

PJM's capacity market, the Reliability Pricing Model (RPM), pays generators, batteries, and demand response to be available in a future delivery year.

The main auction, the Base Residual Auction, normally runs about three years ahead of each June-to-May delivery year. Utilities and retailers pay for the capacity their customers need, and those costs flow through to retail bills.

Capacity prices have jumped since 2024. The 2025/26 auction cleared at $269.92/MW-day, up from $28.92/MW-day the year before. FERC then approved a price collar, with a cap of about $325/MW-day and a floor of about $175/MW-day, covering the 2026/27 through 2029/30 auctions.

The last three auctions all cleared at the cap. PJM capacity auction: record pricing and delays explains how the auction works, and PJM capacity price increases and policy responses covers the proposals that followed.

PJM ancillary services

PJM procures regulation services, which keep frequency stable second by second, as well as various reserve products that cover the sudden loss of a large generator or other shortfalls. These markets are small next to energy and capacity.

ServiceWhat it doesResponse time
RegulationAdjusts output up or down to follow a PJM signal and keep frequency stableSeconds
Synchronized ReserveOnline generators raise output, or demand response cuts load, when supply drops suddenlyWithin 10 minutes
Non-Synchronized ReserveOffline units that can start quickly cover the same eventsWithin 10 minutes
Secondary ReserveCovers longer-lasting shortfalls and replaces deployed reservesWithin 30 minutes

Source: PJM ancillary services fact sheet.

Financial transmission rights

Financial transmission rights (FTRs) pay their holders the congestion price difference between two points on the grid. Load-serving entities use them to hedge congestion costs, and traders use them to take positions on congestion. PJM congestion costs rose from about $1.8 billion in 2024 to $3.2 billion in 2025. See FTR trading strategies in a changing grid.

PJM states, zones, and trading hubs

PJM covers all or parts of Delaware, Illinois, Indiana, Kentucky, Maryland, Michigan, New Jersey, North Carolina, Ohio, Pennsylvania, Tennessee, Virginia, West Virginia, and Washington, D.C. Within that footprint, PJM has 21 transmission zones, each tied to a local transmission owner.

ZoneTransmission owner or area
AECOAtlantic City Electric (southern New Jersey)
AEPAmerican Electric Power (Ohio, Indiana, Michigan, Kentucky, Virginia, West Virginia, Tennessee)
APSAllegheny Power (Pennsylvania, Maryland, West Virginia, Virginia)
ATSIAmerican Transmission Systems (FirstEnergy, Ohio and western Pennsylvania)
BGEBaltimore Gas and Electric
COMEDCommonwealth Edison (northern Illinois, including Chicago)
DAYDayton (AES Ohio)
DEOKDuke Energy Ohio and Kentucky
DOMDominion Energy (Virginia and northeastern North Carolina)
DPLDelmarva Power (Delaware and Maryland's Eastern Shore)
DUQDuquesne Light (Pittsburgh)
EKPCEast Kentucky Power Cooperative
JCPLJersey Central Power & Light
METEDMetropolitan Edison (eastern Pennsylvania)
OVECOhio Valley Electric Corporation
PECOPECO Energy (Philadelphia)
PENELECPennsylvania Electric (central and western Pennsylvania)
PEPCOPotomac Electric Power (Washington, D.C., and Maryland)
PPLPPL Electric Utilities (eastern and central Pennsylvania)
PSEGPublic Service Electric and Gas (northern and central New Jersey)
RECORockland Electric (northern New Jersey)

Source: PJM network service peak loads.

Trading hubs average prices across many nodes to give traders a stable reference price. Western Hub is the most heavily traded PJM price point, and AEP-Dayton Hub and Northern Illinois Hub are also widely used in futures markets.

Prices can differ sharply between zones. The Dominion zone has priced above the PJM average every year since 2021, and the gap has widened. In 2025, Dominion real-time prices averaged $60.65/MWh, 29% above the PJM average of $46.90/MWh. From January to April 2026, they averaged $98.47/MWh, a 40.9% premium, driven by data center load and transmission constraints. Zone-level forecasts show where those splits will happen. See Why Virginia data centers matter to all of PJM.

Who participates in the PJM market

PJM's market includes generators, utilities, retailers, traders, and large energy users. Each faces a different forecasting problem.

ParticipantRole in the marketWhat they need to forecast
Regulated utilitiesBuy energy and capacity for the customers they serveMeter- and system-level load, to hedge supply and plan capacity
Municipal utilities and cooperatives (munis & co-ops)Serve their own territories within PJM zonesMeter-level load and peaks, to manage capacity and transmission costs
Retail energy suppliers (also called electric generation suppliers in PJM)Buy wholesale power and sell it to customers in states with retail choice, such as Pennsylvania, Ohio, and New JerseyCustomer load and wholesale prices, to price contracts and hedge
Independent power producers (IPPs)Own and operate thermal power plants, wind and solar farms, and batteriesPrices, renewable output, and net demand, to bid and dispatch assets
Power tradersTake financial positions on energy prices, spreads, and congestionGrid demand and net demand, day-ahead and real-time prices at the hub and zonal levels
Large commercial and industrial usersData centers, manufacturers, and other large loadsCoincident peaks and price spikes, to cut capacity and transmission charges
Demand response providersAggregate customers who cut load when the grid is tightPeak days and hours, to time curtailments

See how utilities and retailers use Amperon: Shipley Energy grows its retail electricity business with Amperon's forecasting.

What drives PJM demand and power prices

PJM power prices depend on how much load the grid has to serve, what fuel sets the marginal price, and where transmission limits bind. In 2025, day-ahead prices averaged $47.88/MWh and real-time prices $46.90/MWh across PJM, with much higher prices in constrained zones. Prices rose again in early 2026: from January to April, day-ahead prices averaged $77.76/MWh and real-time prices $69.88/MWh.

Last updated: October 2026

YearPJM day-ahead ($/MWh)PJM real-time ($/MWh)Dominion real-time ($/MWh)Dominion real-time premium
202139.0038.1742.68+11.8%
202272.0373.6589.43+21.4%
202331.6629.6735.74+20.5%
202432.5031.2936.14+15.5%
202547.8846.9060.65+29.3%
2026 (Jan–Apr)77.7669.8898.47+40.9%

Source: Amperon, PJM Load Growth 2021-2025. 2026 figures cover January through April. Prices spiked across PJM in 2022, when Russia's invasion of Ukraine pushed natural gas prices up.

Data centers and load growth

After years of flat demand, PJM load is growing again. Weather-normalized load grew about 6.5% a year in the Dominion zone from 2021 to 2025, 2.88% in EKPC, and 2.78% in AEP, against 1.63% for PJM overall. Most of that growth is data centers in Northern Virginia, which add flat, around-the-clock load. In the Dominion zone, baseload grew faster than peak demand (an average of 6.60% a year against 5.98%), the pattern data center load produces. Elsewhere, most zones grew about 1% a year or less, and several shrank. Growth is starting to spread: AEP Ohio has contracts with several hyperscale data centers, and in October 2025 Kentucky regulators approved an EKPC tariff for data centers of 15 MW or more. See Why Virginia data centers matter to all of PJM.

Weather and heat

PJM is still summer-peaking, and heat waves set its biggest demand days. In summer, a one-degree rise in temperature moves demand more than a one-degree drop. Winter peaks are climbing too: PJM set a winter record of just under 144 GW on January 22, 2024, and its long-term forecast has winter peaks growing faster than summer peaks. See Can PJM keep up with exponential load growth?

Supply: retirements and a slow queue

Coal and older gas plants are retiring faster than new supply comes online. In 2025, PJM's Reliability Resource Initiative fast-tracked 51 projects totaling more than 9,300 MW. In April 2026, another 811 projects totaling about 220 GW applied to connect under PJM's reformed interconnection process, led by 349 storage projects totaling more than 67 GW. Not all will be built, since permitting and supply chain limits remain. That gap, along with load growth, has pushed capacity prices to the cap.

Electrification and holidays

Electric vehicles and building electrification add smaller but growing load. PJM had about 500,000 light-duty EVs in its footprint in 2024, and S&P Global forecasts about 23 million by 2039. Holidays also matter: when Juneteenth became a federal holiday, many large employers stayed open, so demand fell less than holiday models expected. See PJM heatwave analysis: 90-degree heat and a new federal holiday.

Peak load contributions and coincident peaks in PJM

In PJM, a large customer's capacity and transmission costs are set by its demand during a handful of peak hours from the year before. Cutting load during those hours lowers both charges for the following year.

Capacity (5CP)Transmission (1CP)
What it setsPeak load contribution (PLC), the customer's share of capacity costsNetwork service peak load (NSPL), the customer's share of transmission costs
Peaks usedThe five highest daily system peaks from June through SeptemberThe single highest load hour in the customer's zone
When costs applyThe next delivery year, starting June 1The next calendar year
Who calculates itThe customer's local utility, using PJM's peaks and its own methodThe local utility, using PJM's zonal peak data

Capacity costs can be a large share of a big customer's bill, especially since capacity prices reached the cap. A customer that curtails during all five summer peaks can cut its PLC sharply, but no one knows which days will be peaks until the summer is over.

Amperon's Coincident Peak Alerts cover both PJM programs. 5CP alerts flag likely peak days up to seven days ahead, with a probability score that updates as conditions change, so customers can scale curtailment to the risk. Zone-level 1CP forecasts help manage NSPL tags. Explore coincident peak forecasting.

Forecasting in PJM

With capacity prices at the cap and load growing faster than PJM's own forecasts predicted, forecast errors in PJM now cost more than they used to. Amperon forecasts PJM demand, net demand, prices, and renewable output at the system and zone level.

Recent results:

  • June 2025 heat wave: Seven days before PJM's 160.2 GW peak on June 23, 2025, Amperon forecast 159.8 GW while PJM's forecast sat near 155 GW. Amperon's daily MAPE was 1.13% on June 23 and 0.72% on June 24, compared with 1.48% and 2.09% for PJM's forecast, and Amperon called the peak hour correctly on both days. See PJM breaks 10-year peak load record.
  • July 2026 heat event: Amperon's day-ahead error from June 29 to July 3 was 23% lower than PJM's. Its seasonal forecast flagged the risk of a peak near 161 GW on May 19, about six weeks ahead. See How Amperon performed in the July 2026 heat event.

On average, Amperon's PJM grid demand forecasts are roughly 30% more accurate than the grid operator's own forecasts, using trailing 12-month data as of October, 2026.

If you need to...Recommended forecast(s)Amperon product
Procure supply for a utility service territory or retail portfolioMeter- and portfolio-level demandMeter and portfolio demand forecasting
Trade power or bid batteriesGrid demand and net demand, DA and RT prices by hub and zoneGrid demand forecasting, Price forecasting
Cut capacity and transmission charges (5CP and NSPL)Coincident peak alertsCoincident peak forecasting
Schedule and bid solar assetsAsset-level solar generationSolar forecasting
Schedule and bid wind assetsAsset-level wind generationWind forecasting

For seasonal planning and term trading, Amperon's mid-term forecast uses ECMWF ensemble weather models to forecast demand from two weeks to seven months ahead. See Unlocking intelligent term trading and seasonal planning.

Book a demo or request a back-test on your PJM portfolio.

PJM FAQ

What does PJM stand for?

PJM stands for Pennsylvania-New Jersey-Maryland. It began in 1927 as the Pennsylvania-New Jersey Interconnection, a power pool of three utilities, and took the PJM name in 1956 when Baltimore Gas and Electric and General Public Utilities joined. Today it is called PJM Interconnection and covers all or parts of 13 states and Washington, D.C.

What states are in PJM?

PJM covers all or parts of Delaware, Illinois, Indiana, Kentucky, Maryland, Michigan, New Jersey, North Carolina, Ohio, Pennsylvania, Tennessee, Virginia, West Virginia, and Washington, D.C.

How is PJM different from ERCOT?

PJM has a capacity market and operates under FERC oversight across 13 states and D.C. ERCOT is an energy-only market that serves most of Texas, is regulated by the state, and has only limited connections to other grids. Read Amperon's ERCOT market guide.

What are PJM's zones?

PJM has 21 transmission zones, including AEP, ComEd, Dominion, PECO, PPL, and PSEG. Each zone is tied to a local transmission owner and has its own peak load and prices.

What are PJM power prices?

In 2025, PJM day-ahead energy prices averaged $47.88/MWh and real-time prices $46.90/MWh. From January to April 2026, they averaged $77.76/MWh day-ahead and $69.88/MWh real-time. Prices vary widely by zone: the Dominion zone averaged $60.65/MWh in real time in 2025. Customers also pay capacity charges, which are set separately through PJM's capacity auctions.

What is PJM's record peak demand?

PJM's all-time peak is about 165.6 GW, set in 2006. Its highest recent peak was 162.1 GW on July 2, 2026, and demand response held that peak down. Underlying demand was likely higher than in 2006.

What is 5CP in PJM?

5CP refers to the five highest daily peaks on the PJM system from June through September. A customer's demand during those peaks sets its peak load contribution, which determines its capacity charges for the next delivery year.

How does demand response work in PJM?

Demand response providers commit to cut load when PJM calls on them, and they can be paid through the capacity market for that commitment. Large customers also cut load on their own during likely 5CP days to lower their capacity charges.

Where can I find a PJM load forecast?

PJM publishes short-term and long-term load forecasts. Amperon offers independent PJM demand, net demand, and price forecasts at the system and zone level, updated sub-hourly. See Amperon's grid forecasting and price forecasting products.

More PJM resources from Amperon

Market design and capacity

Load growth and data centers

Peak load and weather events

Reports and case studies

‍

AI-driven Forecasting

Our advanced machine learning methodology delivers the accuracy you need to optimize operations and maximize profits.

  • 40K weather points from 4 vendors
  • 15-day short-term forecasts that update sub-hourly
  • Globally available
  • Leading UI/UX or API delivery
Book a demo

Want 3x more accurate forecasts? Let's talk.

Book a demo

Related articles

Left arrow icon for navigationRight arrow icon for navigation
Blog
October 19, 2026
PJM Market Guide: How the PJM Interconnection Power Market Works
Open article
Blog
October 16, 2026
ERCOT Market Guide: How the Texas Power Market Works
Open article
Blog
October 14, 2026
Summer 2026 in Review: Record Heat, Record Power Demand
Open article
Blog
October 14, 2026
FTR Trading Strategies in a Changing Grid
Open article
Blog
September 17, 2026
Winter Storm Fern: A Case Study and Q&A with Amperon
Open article
Blog
September 18, 2026
Energy Demand Forecasting: A Beginner’s Guide
Open article
Blog
September 16, 2026
Why Your ETRM Is Only as Good as Its Forecast
Open article
Blog
October 14, 2026
Virtual Power Plants 101: How They Work and Why Forecasting Accuracy Matters
Open article
Blog
October 14, 2026
ERCOT 12CP: Why Texas is Moving from 4CP to Monthly Coincident Peaks
Open article
Blog
August 25, 2026
Frequency Regulation is Breaking Traditional Solar and Wind Forecasts
Open article
Blog
July 30, 2026
Amperon's 4CP Performance: June-July 2026
Open article
Blog
October 14, 2026
How Forecasting Helps C&I Operations Cut Energy Bills
Open article
Blog
August 4, 2026
Could Small Modular Reactors Close the Gap on AI’s Energy Demand?
Open article
Blog
September 2, 2026
7x Better than ERCOT: How Amperon Maintained Accuracy in Unusual Conditions
Open article
Blog
September 18, 2026
Data Center Energy Demand: The Top 5 Considerations for Power Traders
Open article
Blog
July 30, 2026
July 2026 Heat Event: How A Trader Could Have Made +$200 to $400/MWh
Open article
Blog
August 4, 2026
Amperon Integrates AI Weather Forecasting from ECMWF
Open article
Blog
July 24, 2026
Early July Heat Wave 2026: Forecast Models Signal Rising U.S. Power Demand
Open article
Blog
July 24, 2026
Transforming Seasonal Load Risk Planning for Utilities
Open article
Blog
July 23, 2026
Mexico's Grid Is Waking Up. Are Market Participants Ready?
Open article
Blog
July 23, 2026
The Top 3 European Grid Risks This Summer
Open article
Blog
October 14, 2026
The Top 3 US Grid Risks This Summer
Open article
Blog
July 24, 2026
Why Virginia Data Centers Matter to All of PJM
Open article
Blog
July 24, 2026
2026 US Summer Grid Preview
Open article
Blog
July 24, 2026
Two Perspectives on Net Load Forecasting
Open article
Blog
April 28, 2026
How Storms Compound Risk
Open article
Blog
July 23, 2026
The Art of Resource Adequacy
Open article
Blog
July 30, 2026
Can You Trade on a 3-Week Signal? Here's Proof.
Open article
Blog
July 23, 2026
DAME Brings New Costs to CAISO Market Participants on May 1
Open article
Blog
July 23, 2026
Why Data Centers are Moving Beyond Renewable Energy PPAs
Open article
Blog
July 23, 2026
When Batteries Break Your Forecast
Open article
Blog
March 26, 2026
The War in Iran and What It Means for Energy Forecasting
Open article
Blog
July 23, 2026
Ontario’s Market Renewal Program is a Major Success—Yet Volatility Remains
Open article
Blog
July 23, 2026
Seasonal Change Brings Forecasting Problems—Unless Your Model is Built for It
Open article
Blog
July 24, 2026
A Tale of Three Markets: The Winds of Change Blow Differently Across Europe
Open article
Blog
July 23, 2026
Quantifying Solar and Wind Uncertainty with Probabilistic Forecasting
Open article
Blog
July 23, 2026
The Future of Term Trading: Quantifying Tail Risk
Open article
Blog
July 23, 2026
Mitigating Curtailment Risk With Smarter Wind and Solar Forecasting
Open article
Blog
July 23, 2026
cnMAE: The Right Metric for Evaluating Solar & Wind Forecasts
Open article
Blog
July 23, 2026
How to Use Wind and Solar Forecasts: Net Load Forecasting and Day-Ahead Optimization
Open article
Blog
July 23, 2026
Uri vs. Fern: How ERCOT Learned to Bend Without Breaking
Open article
Blog
February 3, 2026
Before the Cold Hit: Early Demand Signals Behind January’s Arctic-Driven Power Price Surge
Open article
Blog
July 23, 2026
The Evolution of Energy Forecasting: From Deterministic to Probabilistic
Open article
Blog
August 12, 2026
Hedging Tail Risk: Term Traders Get a Powerful New Risk Management Tool
Open article
Blog
July 23, 2026
Sub-Hourly STF Improves Day-Ahead Positioning in the Era of Renewables
Open article
Blog
October 19, 2026
Behind PJM’s 800% Increase in Capacity Prices and Trump’s Emergency Auction Plan
Open article
Blog
July 23, 2026
Germany Proves Transmission is Just as Critical as Generation
Open article
Blog
July 23, 2026
How Amperon Won the Holidays
Open article
Blog
January 23, 2026
6 Grid Trends to Watch in 2026
Open article
Blog
August 17, 2026
Battery Energy Storage: ERCOT vs. CAISO
Open article
Blog
December 19, 2025
European Power Traders Finally Get One-Stop Forecasting
Open article
Blog
July 23, 2026
The Pacific Northwest Risks a 6 GW Shortfall This Winter
Open article
Blog
July 23, 2026
With Millions On the Line, Amperon Called Cold Snap 33 Days Out
Open article
Blog
July 23, 2026
Chilean Solar and Wind Asset Owners Face Hourly Reporting Under New Market Structure
Open article
Blog
July 23, 2026
Can PJM Keep Up with Exponential Load Growth?
Open article
Blog
August 12, 2026
US Winter Weather Outlook 2025–2026: Mild on Paper, Volatile in Practice
Open article
Blog
July 23, 2026
Ontario’s Day-Ahead Market is a Renewables Profitability Test
Open article
Blog
August 17, 2026
US Solar and Wind Curtailment Is Exploding
Open article
Blog
July 23, 2026
Navigating the RTC+B Paradigm Shift
Open article
Case study banner reading “Nailing MISO’s Fall 2025 Coincident Peak” with a computer displaying grid demand forecasts
Blog
July 23, 2026
Nailing MISO's Fall 2025 Coincident Peak: A Week-Ahead Perfect Call
Open article
Amperon MTF model visualization displaying market trends and forecasts
Blog
July 23, 2026
Unlocking Intelligent Term Trading and Seasonal Planning  
Open article
Blog post header with palm tree in hurricane winds asking Why Has This Hurricane Season Been So Quiet with Amperon branding
Blog
December 5, 2025
Why Has This Hurricane Season Been So Quiet?
Open article
Table showing parallel flow congestion scenarios across different energy markets including ISO/RTO, WEIM, WEIS, Markets+, and EDAM with scheduled delivery systems and mitigation strategies
Blog
July 23, 2026
CAISO Breaks the Transmission Hedge
Open article
Amperon blog post graphic asking High ERCOT Demand, Low Wind, and No Price Spike? with load forecast chart for August 18, 2025
Blog
August 12, 2026
High ERCOT Demand, Low Wind, and No Price Spike?
Open article
ISONE May hourly average load comparison chart showing data from 2023, 2024, and 2025 with peak loads around 13,534 MW at HE17-18
Blog
July 23, 2026
Electrification and BTM Solar: Reshaping Demand in ISO New England
Open article
Line graph showing MISO Net Load from 2022-2025 comparing hourly load patterns ranging from 50,000 to 90,000 MW across 24-hour period
Blog
August 10, 2026
The Rise of the Duck Curve in ERCOT: A Shift in Net Demand Peak and the Future of Solar Power Integration
Open article
Amperon market analysis titled Where's the Chaos? ERCOT's Surprisingly Quiet Summer with curved line graph showing peak demand trends from 2022-2025
Blog
December 5, 2025
Where’s the Chaos? ERCOT’s Surprisingly Quiet Summer
Open article
Amperon forecasted load versus prediction time by weather vendor chart for PJM on June 24, 2025, showing settled demand at 158.2 GW with multiple vendor forecasts (ENS_1, NBM, DTN, AG2)
Blog
July 23, 2026
PJM Breaks 10-Year Peak Load Record — and Amperon Saw It Coming 7 Days Out
Open article
Blog
July 23, 2026
PJM Forecast: June 23–25 Heat Wave May Shatter Summer Expectations
Open article
Blog
July 23, 2026
ISONE’s First Heat Spike of Summer- and Amperon Nailed It
Open article
Amperon whitepaper cover titled Cost of Uncertainty: The Challenges and Value of Accurate Price Forecasting with download button, dated March 2025
Blog
July 23, 2026
Why Wholesale Electricity Prices are ESPECIALLY Volatile in Texas
Open article
Blog
July 23, 2026
Powering Profitable Growth for Retail Electricity Providers: Turn Load Forecasting into Your Competitive Edge
Open article
Blog
August 17, 2026
What Is 4CP? ERCOT's Coincident Peak Program Explained
Open article
Amperon promotional banner announcing sub-hourly grid forecasts for European TSOs now available, featuring transmission tower with geometric orange and blue design elements
Blog
August 12, 2026
Europe’s Shift to 15-Minute Power Markets: How Amperon Helps You Prepare for Market Evolution
Open article
Amperon blog post graphic titled "The Shape Shift: How Texas Net Demand Transitions from Shoulder to Summer" with wind turbine image
Blog
July 23, 2026
The Shape Shift: How Texas Net Demand Transitions from Shoulder to Summer
Open article
Amperon presentation slide titled "ERCOT's Evolving Price Dynamics 2021-2024 Analysis" with sunset transmission tower image
Blog
July 30, 2026
ERCOT’s Evolving Price Dynamics [2021-2024 Analysis]
Open article
A promotional image announcing the introduction of real-time grid price forecasts now live in ERCOT, featuring Amperon branding
Blog
July 23, 2026
Amperon Expands Forecasting Capabilities with Real-Time Price Predictions in ERCOT
Open article
Blog
July 23, 2026
MISO’s VOLL Change Could Reshape Scarcity Pricing and Reliability Signals
Open article
Blog
July 23, 2026
Why Behind-the-meter Solar Complicates Spring Forecasting
Open article
Comparison table showing solar and wind forecasting capabilities across Machine Learning, Physics-based, and Amperon (ML+PB) approaches for partial asset metadata, soiling, equipment degradation, biased weather, and curtailment
Blog
August 17, 2026
How to Forecast Energy Generation for Wind or Solar Assets
Open article
Day-ahead grid MAPE summary table for 2024 showing 12-month average comparison of ISO MAPE, Amperon MAPE past models, current models, and improvement percentages across multiple ISOs (AESO, CAISO, ERCOT, ISONE, MISO, NYISO, PJM, SERC, SPP, CH, DK, ES, IE)
Blog
July 23, 2026
Always Innovating: Amperon’s New Techniques to Improve Energy Forecasting
Open article
Amperon recap slide for April 7 titled "Why prices in ERCOT soared to $4000 per MW" with pastoral field landscape at golden hour
Blog
July 23, 2026
High Net Demand and Outages Caused Recent Price Spike in ERCOT
Open article
Amperon ebook promotional banner "Price Forecasting: Cost of Uncertainty - The Challenges and Value of Accurate Price Forecasting" with free ebook download button on gradient blue-green background
Blog
July 23, 2026
Are ERCOT’s morning ramp DA prices really higher than summer?
Open article
Infographic titled "Types of Data Relevant to Both Solar and Wind Assets" showing three categories: Nameplate Capacity, Location of Asset, and Historic Curtailment with wind turbines and solar panels imagery
Blog
July 23, 2026
Inside our Data: Intro to Renewable Asset Data
Open article
Amperon promotional slide "Adapting to OMIE's 15-Minute Transition: How Granular Forecasts Can Help You Stay Ahead" with laptop showing asset-level solar sub-hourly forecast for January 12, 2025
Blog
July 23, 2026
Adapting to OMIE’s (Portugal and Spain) 15-Minute Transition: How Granular Forecasts Can Help You Stay Ahead
Open article
Blog
December 11, 2025
What the beginning of daylight savings time means for peak pricing
Open article
Amperon presentation slide "How the Grid Changed in 2024" with aerial view of large-scale solar farm installation in agricultural setting at sunset
Blog
July 23, 2026
How the Grid Changed in 2024
Open article
Amperon recap slide for February 14-20 titled "Another cold week on the grid, another good week for Amperon's demand forecasts" with wind turbines in snowy landscape
Blog
July 23, 2026
Another cold week on the grid, another good week for Amperon’s demand forecasts
Open article
Blog
December 11, 2025
The Future of Western Power Markets: Why Implementing a Day-Ahead Market Matters
Open article
Blog
July 23, 2026
Harnessing the power of sub-hourly and hourly forecasts for wind assets
Open article
Blog
July 23, 2026
Forecasting for the Super Bowl: How much does the big game really affect demand?
Open article
Amperon promotional banner stating "33% more accurate in MISO" with blue gradient background and solar panels with wind turbines imagery
Blog
July 23, 2026
Best Demand and Net Demand Forecasting Calls to End 2024
Open article
Amperon slide featuring Punxsutawney Phil prediction reference titled "What Punxsutawney Phil's prediction for 6 more weeks of winter really means for the grid" with snowy groundhog image
Blog
July 23, 2026
What Punxsutawney Phil’s prediction for 6 more weeks of winter really means for the grid
Open article
Blog promotional graphic on navy background titled "New Blog: Why a hybrid regression/ML approach outperforms in energy forecasting" with layered visualization showing Linear Regression, Boosted Trees, and Additional secondary models
Blog
July 23, 2026
Why a hybrid regression/ML approach outperforms in energy forecasting
Open article
Blog
July 23, 2026
Europe 2024 Best Amperon Forecasting Calls and Trends to Watch
Open article
Title slide reading "Part 1: Inside Our Data: The Importance of Granular Weather Data" by Lily Bowdler from Amperon
Blog
July 23, 2026
Inside our Data: The Importance of Granular Weather Data
Open article
Bar chart showing 2025 Highest ISO Demand Levels So Far across four ISOs: ERCOT (68.9 GW), PJM (126.8 GW), MISO (97.9 GW), and SPP (43.1 GW)
Blog
July 23, 2026
Déjà vu? With one cold snap down, will we have a repeat of last MLK weekend?
Open article
Blog promotional slide "The first winter cold snap is here, but will it break records?" with laptop displaying PJM weather data showing 5-year, 10-year, and 30-year normals for various cities
Blog
July 23, 2026
First winter cold snap is here, but will it break records?
Open article
Blog
July 23, 2026
Looking Back (and Ahead): A Year-end Q&A with Amperon CEO Sean Kelly
Open article
Line graph comparing Ireland Wind Generation forecasts for August 20-26, showing Actual Wind, Amperon Day Ahead Wind Forecast, and EirGrid Day Ahead Wind Forecast (duplicate of image 43)
Blog
July 23, 2026
How strong winds in Ireland left power market stakeholders exposed
Open article