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News
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LCG, May 7, 2026--PJM issued today its Summer Outlook 2026, which forecasts sufficient generation for typical peak demand this summer. PJM states that it is prepared to call on contracted demand response resources to reduce electricity use during times of high system stress.
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LCG, May 6, 2026--Oklo Inc. ("Oklo"), an advanced nuclear technology company, announced today that the U.S. Nuclear Regulatory Commission (NRC) has approved the Principal Design Criteria (PDC) topical report for the Aurora-INL (Idaho National Laboratory) nuclear small modular reactor (SMR), which is currently under construction in Idaho. The PDC topical report establishes a regulatory framework that defines the fundamental safety, reliability, and performance requirements to guide future reactor licensing and design activities, and the approved report should simplify future applications and reduce the need to re-review established material.
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Press Release
New Analysis from LCG Consulting: Where AI is Located Matters – ERCOT 2030 Outlook
LCG, September 19, 2025--Artificial Intelligence and hyperscale data centers are not just driving unprecedented demand growth in ERCOT - they are reshaping the very dynamics of the grid.
In our latest study, we found:
- ERCOT's 2030 peak demand forecast surged from ~86 GW in 2022 to 138 GW in 2025, with raw projections as high as 208 GW.
- Locational siting matters: one solar project's curtailment dropped from 45.8% -> 21.5% with a substation shift, while another’s rose from 0.1% -> 15%.
- Batteries thrive on volatility, not just high prices. Panhandle nodes with frequent swings are attractive for arbitrage.
- Weather assumptions change everything: using 2023 profiles instead of 2013 increased unserved energy more than 10x.
- Flat AI loads are reshaping seasonal stress — winter is no longer a "shoulder" season, but a period of peak concern.
The takeaway is clear: It's not just how much demand is added, but where and under what conditions it materializes.
We've summarized our key findings in the image below.

For the full report, email us at info@energyonline.com.
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UPLAN-NPM
The Locational Marginal Price Model (LMP) Network Power Model
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UPLAN-ACE
Day Ahead and Real Time Market Simulation
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UPLAN-G
The Gas Procurement and Competitive Analysis System
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PLATO
Database of Plants, Loads, Assets, Transmission...
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