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Freedom251 › Blog › community planning

How to Compare Data Center Proposals in Your Community

By Freedom251 Team · · 10 min read

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Compare proposals as infrastructure projects, not as promises. Put every applicant’s campus size, construction phases, peak electric load, water demand, land-use effects, public costs, claimed benefits, and enforceable commitments into one side-by-side record. Treat a conceptual inquiry differently from a permit-ready plan, test peak demands rather than annual averages, and approve only terms that have measurable milestones, reporting duties, remedies, and funding for long-term obligations.

Start with a common evidence sheet

Data centers are not interchangeable. Their size, design, computing purpose, cooling system, electricity demand, water use, and location can produce very different effects. Michigan’s state overview notes that regulatory requirements depend heavily on those project-specific characteristics. Do not use a generic “data center” benchmark when the applicant has not supplied a design that supports one.

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Create one row for each proposal and require the same units, time periods, operating assumptions, and project boundary. Record whether each figure is an estimate, a permit condition, a utility study result, or a binding agreement. A useful comparison sheet includes these axes:

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Axis Comparable evidence to request
Scale and maturity Developer, operator, disclosed end user, site control, campus acreage, buildings, phases, schedule, expected buildout, approvals, and documented power and water arrangements
Power Peak megawatts, annual consumption, phase-by-phase ramp, sources, on-site generation, backup generators, batteries, demand flexibility, renewable procurement, utility study, upgrade cost allocation, and rate effects
Water Source, average and maximum daily demand, annual total, peak-hour demand, cooling method, consumptive use, wastewater returned, recycling, drought assumptions, ramp-up, and fire-flow requirement
Land and neighborhood Comprehensive-plan and zoning fit, building scale, setbacks, buffers, lighting, sound limits, traffic, construction hours, stormwater, hazardous materials, and nearby sensitive uses
Environment and safety Air permits, generator operating hours, fuel storage, batteries and UPS systems, wastewater, wetlands and habitat, emergency access, fire-water supply, roads and bridges, communications, dust, and monitoring
Fiscal and economic effects Gross tax claims, exemptions and abatements, public capital and service costs, independent net fiscal analysis, temporary construction jobs, permanent operating jobs, and workforce assumptions
Accountability Binding milestones, reporting, enforcement, clawbacks, successor obligations, expansion terms, and decommissioning security

Use a footnote beside every number identifying the source, date, geography, phase, and whether it is a one-time or recurring amount. If a value is not established, write “not stated” and identify who must provide it; do not fill the gap with an industry average.

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Confirm what has actually been proposed

Identify the parties and site

List the developer, intended operator, end user if disclosed, landowner, utility, and any contractor with a material obligation. Map the entire campus boundary, including parcels under common control, substations, transmission corridors, water or wastewater extensions, access roads, and backup-generation areas. Ask whether the applicant has site control and whether power and water arrangements are signed, conditional, or merely being discussed.

Separate phases from a finished campus

Record the number of buildings, gross floor area, expected ultimate buildout, construction sequence, and date for each phase. A first building may have a modest initial load while the approved site ultimately requires several times that amount. Require the applicant to disclose the maximum envelope it wants to preserve, not only the first phase it intends to build.

Classify proposal maturity

Use a simple status label:

  • Conceptual inquiry: no complete site, utility, water, or permit package.
  • Pre-application: preliminary plans and discussions with agencies or utilities, but material contingencies remain.
  • Permit-ready: engineered plans, identified service arrangements, impact studies, and applications that can be reviewed against objective standards.
  • Approved or under construction: enforceable permits and agreements define the authorized scope and conditions.

Pennsylvania’s Department of Community and Economic Development planning toolkit is designed to help municipalities make decisions from the initial inquiry through zoning, permitting, and long-term planning. Its staged approach is a reminder that a speculative inquiry should not receive the same weight as a documented, permit-ready project. See the Pennsylvania Data Center Planning Toolkit.

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Test land use and neighborhood fit

Check the plan and ordinance before negotiating benefits

Compare the proposed use with the community’s comprehensive or master plan, zoning district, conditional-use rules, subdivision standards, and building-height, setback, and lot-coverage limits. Identify which approvals are actually required and which agency has authority over each one. A tax agreement cannot substitute for a land-use approval, and a zoning approval cannot authorize infrastructure controlled by another agency.

Measure the physical effects

Require scaled drawings showing building mass, equipment yards, cooling systems, substations, parking, loading, fences, lighting, landscaping, buffers, and views from adjacent homes and public roads. Ask how standards apply when several buildings or phases are under common control: are they treated as one campus for setbacks, noise, stormwater, traffic, and emergency planning?

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Set objective sound limits by time of day and location, including low-frequency components where appropriate. Require a qualified baseline survey, post-construction testing under representative operating conditions, public reporting, and a complaint procedure with response deadlines. The University of Iowa decision tool recommends use-specific standards, objective sound limits, setbacks, and post-construction testing and reporting. Read the Iowa Data Center Decision Tool.

Include associated infrastructure

Transmission lines, substations, fuel facilities, water mains, wastewater lines, and new roads can create impacts outside the main parcel. Determine whether local standards cover those facilities or whether another body controls them. Put the complete infrastructure map in the public record so residents can evaluate the real footprint rather than a building-only illustration.

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Compare electricity and grid consequences

Use peak load and phase timing

Ask for the maximum coincident load in megawatts, expected annual energy consumption, load shape by hour and season, ramp-up by phase, and the date each phase reaches its design load. Annual averages can conceal a sharp peak that determines transformer, transmission, generation, and reserve requirements.

Document every power source and contingency

Identify utility service points, voltage, planned transmission or substation work, on-site generation, generator fuel, battery storage, uninterruptible power systems, and demand-response or curtailment capability. If the applicant claims renewable power, specify whether it means on-site generation, a contract, renewable-energy certificates, or another arrangement, and state what happens when that supply is unavailable.

Allocate upgrade and rate risk

Obtain the utility’s written capacity and reliability analysis, a construction schedule for upgrades, estimated costs, and the proposed payer for each item. Ask whether special rates, discounted service, standby arrangements, or guarantees shift costs to existing customers or other taxing entities. Do not assume the largest new load automatically pays for all associated work. Require a method for reconciling estimates with final costs and a remedy if a phase is delayed, downsized, or never built.

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Compare water, wastewater, and drought resilience

Request average, maximum, and peak-hour quantities

Require daily average demand, maximum-day demand, peak-hour demand, annual volume, and the ramp-up schedule for each phase. Ask the direct question used in the Iowa tool: “What amount of water will the data center need each day and each year (average day, maximum day, annual total, peak hours, and consumptive use versus water returned as wastewater or discharge)?”

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Make the cooling system explicit

Identify cooling technology, source water, make-up water, blowdown, recycling rate, wastewater treatment, discharge location, and the portion consumed rather than returned. Compare maximum demand with available treatment, storage, pipeline, and source capacity during heat waves, maintenance, and other users’ peak periods. The Iowa tool warns that a mismatch between projected peak demand and actual usage patterns can create planning and financial burdens for utilities.

Plan for dry years and fire flow

State drought assumptions, curtailment triggers, alternate sources, water-quality constraints, and who pays for emergency supply. Separately identify the fire-flow volume and duration, storage, hydrants, pumps, and replenishment time. A project can have acceptable average consumption yet exceed the system’s ability to provide simultaneous fire protection and ordinary service.

Evaluate air, noise, safety, and construction

Backup systems are part of normal planning

List generator count and capacity, fuel type and storage volume, expected testing and emergency operating hours, emissions controls, batteries, UPS equipment, and fire-protection systems. Request applicable air permits and modeled emissions for routine testing, outages, and simultaneous operation. NJEDA guidance specifically calls for assessing fire protection and emergency-response capacity for generators, fuel storage, batteries, and UPS installations. Its baseline considerations cover master-plan conformance, resident and workforce impacts, and fire-protection readiness; see the New Jersey Economic Development Authority General Guidance.

Give responders usable information

Require pre-incident plans, current site maps, access roads, turning radii, locked-gate procedures, radio and cellular coverage, hydrant locations, hazardous-material inventories, battery chemistry, fuel inventories, and contact numbers available 24 hours a day. Confirm that roads and bridges can carry fire apparatus and fuel deliveries. Specify drills, inspection intervals, and who funds equipment or staffing needed because of the project.

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Control construction disruption

Before approval, set haul routes, truck limits, worker parking, construction hours, dust and erosion controls, noise limits, temporary utilities, lighting, street repairs, and restoration deadlines. Require a named complaint manager, a public log, response times, and escalation to the approving authority. Construction commitments should apply separately to each phase, not disappear after the first building receives a certificate of occupancy.

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Calculate public finance and economic effects

Move from gross promises to net fiscal impact

Request an independent analysis for each taxing entity showing assessed value, sales and use taxes, utility revenue, service demands, capital projects, emergency response, road maintenance, water and sewer expansion, debt service, and administrative costs. Subtract abatements, exemptions, discounted rates, tax-increment financing, grants, and other incentives. The result should show annual cash flows under realistic construction, occupancy, delay, and non-build scenarios.

Michigan’s 2026 state data-center page says its Enterprise Data Center exemption can eliminate the 6% sales and use tax on eligible construction and equipment purchases, subject to eligibility conditions. That figure is specific to Michigan’s program and must not be generalized to another state or project. See Michigan’s Data Centers overview.

Separate temporary and permanent jobs

Require headcounts, job categories, wages, shifts, hiring geography, training commitments, and the dates jobs begin. Present construction jobs separately from permanent operations, security, maintenance, and administrative positions. Ask how many roles remain after automation, remote monitoring, or a phase is delayed. Do not treat a projected job total as a guarantee unless it has reporting and clawback terms.

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Put benefits and liabilities in binding documents

Use development agreements, utility agreements, permits, or other enforceable instruments to specify milestones, reporting frequency, audit rights, performance security, remedies, clawbacks, successor obligations, expansion approvals, and decommissioning funding. A public announcement or voluntary pledge is not equivalent to a condition that survives a property sale or operator change.

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Design a transparent community process

Publish a decision calendar before final land-use, utility, or incentive votes. Identify dates for application completeness, technical review, release of studies, public meetings, written comments, responses, hearings, and final decisions. Give residents enough time to examine the same material available to officials. Confidentiality should be narrow, justified, and time-limited; it should not conceal the assumptions needed to assess public costs or safety.

Use independent reviewers where the municipality lacks specialized capacity in utility engineering, water resources, acoustics, environmental permitting, emergency response, or fiscal analysis. Disclose who selected and pays each reviewer, the scope of work, and any conflicts. Require the developer to provide machine-readable data where feasible so assumptions can be checked and updated as phases change.

A repeatable comparison workflow

  1. Define the decision. List the approvals, incentives, utility actions, and infrastructure decisions that are actually before the community.
  2. Freeze a common boundary. Map all parcels, phases, associated lines and substations, water and wastewater work, roads, and temporary facilities.
  3. Issue one data request. Require identical units and assumptions for scale, power, water, land use, safety, finance, and accountability.
  4. Verify maturity. Mark each figure as conceptual, preliminary, permit-supported, utility-studied, or contractually binding.
  5. Commission technical review. Check peak electric and water demand, sound, emissions, stormwater, traffic, fire flow, and emergency access against local capacity and standards.
  6. Model alternatives. Compare full buildout, each phase, delay, downsizing, non-build, drought, outage, and decommissioning scenarios.
  7. Publish the side-by-side record. Show assumptions, sources, uncertainty, unanswered questions, and the agency responsible for each decision.
  8. Negotiate enforceable terms. Tie approvals and incentives to milestones, monitoring, reporting, remedies, financial security, successor obligations, and expansion review.
  9. Decide with conditions. State which conditions are mandatory, who verifies them, and what happens if the applicant misses them.
  10. Monitor after approval. Compare actual peak load, water use, noise, emissions, jobs, taxes, complaints, and infrastructure costs with the approved baseline.

Questions that should remain open until answered

  • What amount of energy might the data center require, including megawatts at peak load?
  • Which transmission, generation, or substation upgrades are required, on what schedule, and who pays if costs exceed the estimate?
  • Could special rates, discounted service, tax abatements, TIF, or other incentives shift costs or risk to existing residents, businesses, or taxing entities?
  • What amount of water is needed on an average day, maximum day, peak hour, and annual basis, and how much is consumed versus returned?
  • What happens to demand and service reliability during drought, heat waves, equipment failure, or simultaneous fire-flow use?
  • Are multiple buildings and phases treated as one campus for setbacks, sound, stormwater, traffic, and emergency planning?
  • Do off-site lines, substations, pipelines, and roads require separate approvals and impact controls?
  • What generator testing and outage operation are assumed in air and noise analyses?
  • Which jobs and tax receipts are permanent, which are temporary, and what evidence supports each forecast?
  • What enforceable remedy applies if construction, hiring, tax payments, water limits, sound limits, or decommissioning obligations are missed?

Jurisdiction matters

Approval authority varies by location. Pennsylvania’s toolkit is written for Pennsylvania municipalities; NJEDA guidance addresses New Jersey; and the Iowa tool is a community decision framework, not a binding legal standard. Michigan’s overview distinguishes state oversight of electric service, water withdrawals, air emissions, wastewater, wetlands, and construction from local land-use and community-impact authority. Confirm the actual project’s state and local plan, ordinances, permits, utility rules, environmental requirements, and appeal procedures before relying on any example from another jurisdiction.

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There is no reliable cross-jurisdiction benchmark for typical data-center electricity use, water use, permanent jobs, or local fiscal benefit in the cited materials. A project-specific estimate is evidence about that project—not a universal norm. The strongest comparison is therefore a transparent table of matched assumptions, followed by unanswered questions and conditions that remain enforceable after approval.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

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