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Data Center Regulation (Or Not) in Pennsylvania: Part 2

Emerging Tech , Policy Design

The proposed GRID standards for data centers fall well short of their stated goals.

Governors have limited authority to regulate data center development, and few administrative tools to unilaterally effect change. The Governor’s Responsible Infrastructure Development (GRID) proposal, developed with input from the industry and others, illustrates these limitations. Unless the General Assembly retains the data center equipment state sales tax exemption and passes legislation to condition it on adherence to GRID, there is no incentive for a developer to adhere to GRID beyond gaining access to expedited state (not local) permitting—and that incentive disappears after receiving those permits. Similarly, there are no enforcement mechanisms—beyond inconsequential loss of “GRID certification”—without legislative action.

Let’s quickly review the four GRID standards.

Screenshot of a document section titled "1. Energy Affordability." The section outlines requirements for obtaining a GRID Certification and a GRID Ready Report for large energy-intensive development projects. Under GRID Certification, developers must submit an initial energy plan showing how they will meet new electricity demand without increasing costs for other utility ratepayers. Requirements include securing new or incremental electric generation within the same PJM Local Deliverability Area, meeting clean firm energy targets of 10% beginning in 2027, 14.5% in 2030, and 32% in 2035, paying all project-related interconnection and grid upgrade costs, designing buildings larger than 100,000 square feet to be "solar ready," and complying with Pennsylvania Public Utility Commission regulations. The section concludes by stating that developers must submit a GRID Ready Report before commercial operation and annually renew their certification to confirm the project continues to avoid imposing additional costs on other utility customers.
Source: Pennsylvania DCED

A robust requirement that data centers pay for their own generation and related infrastructure will need legislative teeth, coordination with PJM for interconnection and transmission upgrades, and empowering the PUC, which currently lacks the statutory authority to enforce its large load tariff model.

GRID’s required percentages of clean power—the most cost-competitive forms of new generation and the cheapest way to meet rising electricity demand—are not ambitious, except in the sense that Commonwealth is currently near the bottom in clean energy growth among states.

The standards don’t even mandate that solar panels actually be built on the required “solar ready” roofs.

Screenshot of a document section titled "2. Transparency and Community Engagement." The section describes the requirements for obtaining a GRID Certification related to public engagement and project transparency. Developers must submit a community outreach plan identifying the project's permanent occupants, notifying affected local governments, holding public meetings, consulting with municipal leaders, and providing a schedule of community engagement activities. The application must also include a project footprint report detailing the planned building size, any co-located energy generation or storage facilities, estimated peak electricity demand, annual water consumption and source, wastewater discharges, the share of electricity from non-emitting sources and how it will be procured, and projected annual Power Usage Effectiveness (PUE) and Water Usage Effectiveness (WUE). The section concludes by requiring a GRID Ready Report before commercial operations confirming implementation of the outreach plan and an Annual Renewal requiring updated documentation to maintain GRID Certification.
Source: Pennsylvania DCED

The transparency standards list steps, actions, and information that communities should require, and any responsible developer should be doing or providing anyway. “Enabl(ing) meaningful public input” is nebulous, subjective, and unenforceable.

Pennsylvania has enacted requirements for decommissioning commercial solar projects, though it has no similar requirement for things like gas-fired power plants. Data centers would logically be a candidate for such standards, given the risk that the AI bubble could burst.

Screenshot of a document section titled "3. Workforce and Economic Development." The section outlines GRID Certification requirements for demonstrating a project's economic and workforce benefits. Developers must submit a community benefit plan committing to at least $250 million in new investment, creating at least 200 construction jobs that pay prevailing wages and benefits, creating 50 permanent jobs by the fourth year that pay at least 125% of Pennsylvania's average statewide wage, and maintaining annual employee compensation of at least $1.5 million for each year after the fourth anniversary of certification. The plan must also include strategies for hiring and training local workers, including apprenticeship programs, and a commitment to negotiate a community benefit agreement covering project phases, noise and lighting mitigation, traffic studies, air quality protections, landscaping and visual buffers, emergency management planning, financial contributions to local priorities, and annual progress reporting. The section concludes by requiring a GRID Ready Report before commercial operations demonstrating that investment and job commitments have been met, and an Annual Renewal requiring ongoing documentation that permanent job commitments and community benefit agreement obligations continue to be fulfilled.
Source: Pennsylvania DCED

Data centers are costly to build and require lots of construction workers, so the standards around them are meaningless. The paltry full-time jobs requirement reflects the reality that data centers are capital intensive, and don’t create many permanent jobs.

The “community benefit” language requires only “good faith discussions” to “develop an agreement” about conducting studies that any responsible developer should be performing anyway, and communities should require. For example, light pollution has human health and wildlife impacts. Noise pollution can travel significant distances and cause health and wildlife impacts. Data centers can also reduce local property values (though evidence is mixed). Potential community impacts need rigorous, independent assessment.

There is no requirement for data centers to financially support community priorities.

Screenshot of a document section titled "4. Environmental Protection." The section outlines GRID Certification requirements for a project's sustainability plan. Developers must describe how they will reduce water and energy consumption by meeting recognized standards such as LEED Gold for Data Centers, ENERGY STAR, GBI Green Globes, ISO 50001 Energy Management, ISO 14001 Environmental Management, or an equivalent approved standard. The plan must also commit to minimizing local air pollution by prioritizing zero-emission backup energy storage or using backup generators that meet strict emissions standards and limit operation to emergencies and necessary testing. For projects located in the watershed of a High Quality/Exceptional Value Water or within a designated Pennsylvania Climate Change Connectivity area, developers must collaborate with conservation and public resource organizations to monitor environmental impacts and implement measures to avoid, minimize, mitigate, or offset impacts to wildlife habitat and ecological function. The section concludes by requiring a GRID Ready Report before commercial operations documenting compliance with the sustainability plan and an Annual Renewal requiring continued documentation demonstrating that sustainability commitments are being met.
Source: Pennsylvania DCED

GRID doesn’t actually require the use of energy- and water-saving technologies, or batteries instead of polluting backup generation (that only has to comply with existing state law and employ best available technology). GRID will “minimize local air pollutants” only in the engineering sense. Look no further than the proposed Amazon data center in Falls Township, Bucks County, a participant in the PA Fast Track Permit Program. Amazon plans 280 natural gas-fired generators and three diesel-fired back up generators.

The standards encourage “good faith efforts to collaborate” on issues like monitoring, mitigation, or the very questionable “offsetting” of environmental impacts—but only if HQ/EV waters and climate-change connectivity areas are impacted. Impacts elsewhere, and on drinking water supplies and groundwater, are not covered.  

Ditto wastewater. Data centers that use water for cooling produce substantial wastewater, which can contain treatment chemicals, concentrated minerals, and heavy metals. If not managed properly, discharged wastewater can pollute local waterways, overburden sewage treatment plants, and impact water quality for communities downstream.

Further, recent announcements from GoogleAmazonNvidia, and Microsoft about reducing their water use don’t mention that alternative cooling systems typically use a hazardous PFAS “forever chemical” gas instead of water.

Ambient thermal pollution is also ignored. Data centers can raise local temperatures and increase energy burdens in nearby neighborhoods.

In sum, GRID’s subjective, weak, or incomplete standards are not protective, and its exhortations to “good faith” are not enforceable.

Data centers’ social license to operate should be earned, communities should be protected, and state standards governing their development should ensure it.

John Quigley

Senior Fellow

John Quigley is a senior fellow at the Kleinman Center and previously served on the Center’s Advisory Board. He served as Secretary of the PA Department of Environmental Protection and of the PA Department of Conservation and Natural Resources.