Climate
Privacy
Bob Dylan
Drones
Data Centers
AI Governance
2026 Maine Senate Race
Data Center Growth Meets Site-Level Guardrails
Petersburg, Virginia, disclosed four proposed data center campuses that can move through industrial zoning without rezoning hearings. The scale is notable, but the process is more revealing: while some jurisdictions are writing stricter rules before projects advance, Petersburg’s earlier zoning changes created a by-right path that moves public scrutiny later in the development cycle.
That contrast organized a fragmented day. Frederick County school leaders sought a permanent buffer from a Maryland campus, Columbus drafted water and sewer requirements, and Pennsylvania’s large-load rules placed more responsibility on developers to prove readiness and cover infrastructure costs. Development is continuing, but the decisive questions are becoming more specific: where facilities sit, how they use resources, who pays for supporting infrastructure, and whether those terms are enforceable.
The clearest project movement came from Petersburg, where DatacenterDynamics reported details of four proposals enabled by 2024 zoning changes. NuVu is planning three buildings, a new Dominion Energy substation and a closed-loop water system, with expected spending of as much as $1.1 billion. Menlo Digital’s four-building plan would reach 104 MW and include a 300 MW substation. Two additional developers are pursuing sites, including a six-building campus on 175 acres. These remain proposals rather than delivered capacity, but the concentration indicates how quickly a permissive zoning framework can assemble a development pipeline.
In Frederick County, Maryland, the argument over the Quantum Frederick campus became a concrete land-use question. The Frederick News-Post reported that school board leaders requested a permanent buffer around Carroll Manor Elementary, continued noise studies and assessment of cumulative air emissions from the entire campus, particularly its emergency diesel generators. One potential parcel could place a facility roughly 900 to 1,000 feet from the school. The county says development is paused, an air monitor is operating, and further staff presentations are scheduled. The practical issue is no longer whether residents are concerned; it is whether those concerns become a protected setback and campus-wide operating conditions.
Columbus chose rulemaking rather than a moratorium. Draft regulations would require medium and large data centers to submit water-conservation plans, annual usage reports and drought plans, while larger facilities could be required to fund sewer upgrades and pretreat cooling-water discharges. The Columbus Dispatch noted that the debate cites an estimate connecting at least 115 regional facilities to about 1.2 billion gallons of city water use annually. Pennsylvania’s framework takes a parallel approach on electricity: large customers face study requirements, financial security, minimum contract terms, load-ramp schedules and responsibility for infrastructure costs.
The operational scale of large computing loads also surfaced in PJM. The grid operator recorded more than 3 GW of demand disconnecting during an event in Virginia, about 3% of system load, while reporting no reliability impact across the wider grid. The lack of broader disruption is reassuring, but the size of the change illustrates why grid operators and regulators are focusing not only on connecting data centers, but also on how very large loads behave during disturbances.
Key Points
- Local scrutiny is becoming more measurable. Wheeling officials were asked to establish daytime, nighttime and infrasound baselines near homes and a school before a proposed GPU campus advances. Frederick school leaders want a permanent distance buffer and cumulative emissions analysis. These requests turn broad concerns about health and nuisance into requirements that can be tested, monitored and potentially written into permits.
- Approval does not necessarily settle community risk. Pittsburg, California, approved AVAIO’s proposed campus unanimously in 2024, yet hundreds of residents have since attended a public meeting and the city has scheduled another workshop for July 30. The case suggests that a completed zoning vote may mark the start of operational-impact negotiations rather than the end of the siting dispute.
- The industry is treating public acceptance as a material development expense. NC Newsline reported that North Carolina Connects spent $367,272 on a one-month campaign covering 747 television, billboard and audio placements. The spending comes as more than two dozen North Carolina counties and cities have adopted moratoriums. Advertising may shape the political environment, but yesterday provided no evidence that it has changed a specific permit or project outcome.
- Federal and local policy are moving on different tracks. The White House order seeks faster federal review and financial support for qualifying AI projects above 100 MW or $500 million, including through FAST-41 and broader environmental-review exclusions. At the same time, cities, school boards, utilities and states are adding setbacks, reporting duties, financial guarantees and resource plans. Faster federal review may shorten one part of a schedule without resolving local zoning, utility service or community-impact requirements.
- Projected tax revenue is not the same as project bankability. The Kansas City Star reported that the sponsor of a proposed 20-story downtown data center estimated $20 million to $25 million in annual local tax revenue while acknowledging that the project might not be financeable. For site owners and municipalities, that distinction matters: an ambitious fiscal case does not substitute for committed capital, a viable tenant structure or deliverable power.
Implications
Sensitive receptors are becoming a front-end site-selection constraint. A parcel that is technically zoned for industrial use may still carry significant schedule and political risk if later phases move closer to schools, homes or community facilities. Developers will increasingly need to evaluate the full campus build-out, not only the first building.
Cooling, water and backup-power choices are becoming part of entitlement strategy. Petersburg’s proposed closed-loop system, Columbus’s conservation and drought requirements, and Frederick’s focus on diesel emissions show that technical design can materially affect whether a project receives a predictable review or becomes the subject of prolonged local negotiation.
Power access increasingly requires contractual discipline as well as physical capacity. Pennsylvania’s large-load framework asks developers to support forecasts with financial security, realistic ramp schedules and responsibility for network costs. That can raise upfront requirements, but it may also help utilities distinguish construction-ready projects from speculative load requests.
By-right zoning can accelerate early development, but it can also defer conflict until project details become public. Petersburg has attracted four proposals without rezoning hearings, while post-approval disputes elsewhere continue over noise, water and proximity. The schedule advantage is real; so is the risk that unresolved community questions reappear during permitting, utility work or construction.
Watchpoints
Watch
Whether Frederick County preserves the requested permanent buffer around Carroll Manor Elementary and whether the Sept. 9 presentations produce campus-wide noise, air-quality or generator conditions.
Watch
How Columbus revises its draft water, sewer, drought and decommissioning rules, particularly the thresholds for covered facilities and the allocation of infrastructure-upgrade costs.
Watch
Whether Petersburg’s proposed campuses move from zoning eligibility to verifiable Dominion Energy service, substation, financing and construction milestones.
Watch
Any technical follow-up on the Virginia demand-disconnection event and whether it informs PJM, FERC or NERC requirements for large-load ride-through and operational coordination.
Watch
Whether Pittsburg’s July 30 workshop changes mitigation commitments or the schedule for AVAIO’s planned 99 MW first phase.
Fallout
Three longer-running themes moved meaningfully: local siting disputes became more specific about schools and measurable operating effects; water and power access continued to shift toward enforceable developer obligations; and the contrast between by-right development and tighter review became more visible.
Local Siting and Sensitive Receptors
Data center siting increasingly turns on proximity to homes, schools and other community facilities, with noise, emissions and emergency generation considered alongside conventional zoning.
Fresh developments
Frederick County school board leaders requested a permanent buffer that could prevent another Quantum Frederick facility from moving within roughly 900 to 1,000 feet of Carroll Manor Elementary. In Wheeling, residents sought a moratorium while a council member requested baseline sound and infrasound measurements near a school and residential areas. Pittsburg showed that these disputes can persist after approval: its council approved AVAIO’s campus in 2024, but organized opposition and public workshops continue.
Why we noticed
The requests are becoming technically and legally actionable. A specified setback, a noise baseline or a campus-wide emissions review can influence site layouts, permit conditions and later enforcement in ways that general opposition cannot. For developers, this makes nearby schools and neighborhoods a continuing project risk even where underlying zoning permits the use.
Watch for:
- Frederick County’s decision on a permanent school buffer.
- Whether Wheeling orders formal baseline testing or considers a moratorium.
- Any revised mitigation commitments from AVAIO after Pittsburg’s July 30 workshop.
Power, Water and Infrastructure Accountability
Large-load development is moving beyond simple claims of available electricity and water. Utilities and local governments increasingly want detailed usage plans, financial guarantees and clear responsibility for supporting infrastructure.
Fresh developments
Columbus proposed conservation, annual reporting, drought and decommissioning requirements, along with developer-funded sewer upgrades and pretreatment for some discharges. Pennsylvania’s large-load framework sets study, contract, financial-security and cost-responsibility expectations for major electric customers, while future reporting will cover energy and water use at facilities with at least 10 MW of peak demand. Separately, PJM’s report of more than 3 GW disconnecting during a Virginia event illustrated the operational scale regulators are preparing to manage.
Why we noticed
The emerging requirement is not merely to obtain utility service, but to demonstrate how a project will use it, pay for it and behave once connected. That raises development costs and documentation needs, yet it can also create a more credible pathway for projects able to prove readiness and protect existing customers.
Watch for:
- Utility tariff filings implementing Pennsylvania’s large-load model.
- Final thresholds and enforcement provisions in Columbus’s water rules.
- Any reliability findings or standards arising from the Virginia load-disconnection event.
Approval Pathways and Development Pace
The speed of data center development increasingly depends on the interaction among zoning rules, federal review, utility requirements and public acceptance rather than on any single permit.
Fresh developments
Petersburg revealed four proposals able to use industrial sites without rezoning or city council hearings, including campuses with substantial substation plans. The federal government, meanwhile, directed agencies to accelerate qualifying AI infrastructure through faster environmental review and possible financial support. North Carolina’s industry-backed advertising campaign showed the private sector trying to protect the local political conditions needed for that development to proceed.
Why we noticed
The day exposed two different approaches to speed. One removes procedural steps; the other attempts to make projects more acceptable through rules, disclosure or persuasion. The first can produce a pipeline quickly, but neither approach eliminates the need for deliverable power, finance and local operating conditions.
Watch for:
- Concrete interconnection and construction milestones for the Petersburg proposals.
- How agencies define eligibility for accelerated federal treatment and financial support.
- Whether North Carolina’s advertising campaign affects moratoriums, ordinances or specific approvals.
Final Thought
The practical contest is no longer simply whether data centers will be built. It is increasingly over the conditions attached to land, power and water access—and whether those conditions are settled before development begins or negotiated after conflict arrives.