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The data center boom: What to expect from facilities

By Jon Andreassi 5 min read
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Meta's Stanton Springs Data Center is seen Tuesday, Jan. 13, 2026, in Newton County, East of Atlanta.
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The crowd during a Greene County Planning Commission meeting on a proposed data center in December.

In the past several months, residents in Southwestern Pennsylvania have have heard a lot about the potential development of data centers in the region.

If these projects were to come to fruition, what exactly does that mean for the communities where they are proposed?

Data centers, from the outside, are essentially large warehouses. Inside are servers and other computer equipment that run constantly to operate just about everything that happens on the internet.

Dr. Lisa Kovalchick, a professor and the chair of Pennsylvania Western University无毛视频檚 Department of Computing and Engineering Technology, said the rush to build the centers is primarily fueled by artificial intelligence (AI) and cryptocurrency.

无毛视频(AI) is constantly storing data and learning from the data,无毛视频 she said. 无毛视频淎ll that leads to the need for more and more servers to store data, and more computers to be able to do the computations and things like that.无毛视频

Sarah Martik is the executive director of the Center for Coalfield Justice, a nonprofit organization focused on environmental issues. In recent months the group has held community forums to raise awareness on data center proposals in the region.

无毛视频淒ata centers are not a new concept,无毛视频 Martik said. 无毛视频淲hat is new is the (multi-building) data centers focus. Those are fueled by the development of AI.无毛视频

A potential site for that type of center is in South Strabane Township, off of Zediker Station Road. Since the fall, real estate firm JLL has been marketing the 1,400-acre tract of land, owned by CNX Resources, as having 400 buildable acres for a data center.

A brochure created by JLL shows a couple of different potential layouts for such a development. Each one features more than 40 buildings to house servers.

无毛视频淚t无毛视频檚 only one potential use for the property. CNX无毛视频檚 broader interest is really to find the highest and best use for that property,无毛视频 said Daniel Bitz, a CNX employee, at a recent South Strabane Township board of supervisors meeting.

In Greene County, a data center is in the early stages of development at the former site of the Robena Mine in Monongahela Township.

The county无毛视频檚 planning commission voted 8-1 to allow development to begin on phase one of 无毛视频淧roject Hummingbird.无毛视频 The Pittsburgh-based International Electric Power hopes to begin building a 1,400-acre data center complex this year, and complete it by 2028.

Sara Harvey, the director of Fayette County无毛视频檚 department of planning, zoning and community development, said her office has received no applications for potential data centers. The county zoning department covers all but 10 municipalities in Fayette County.

JLL无毛视频檚 marketing materials tout the property无毛视频檚 access to natural gas and water. According to the brochure, a data center could access 525,000 gallons of water per day from the public waterline, and an additional 1.5 million gallons per day from nearby 无毛视频渢hird-party sources无毛视频 to power its operations.

A water treatment plant for the Robena Mine project would have capacity for 18 million gallons of water per day.

无毛视频淭hey are withdrawing all of that water, and it is being evaporated 无毛视频 What does that look like down stream? We want to make sure that people无毛视频檚 drinking water resources are prioritized,无毛视频 Martik said.

Utility bills are also a concern.

According to Kovalchick, a large data center can consume more than 100 times the power of a typical office building.

无毛视频(W)e have a finite amount of power we无毛视频檙e having to share with these data centers that have much more demand. It无毛视频檚 causing the cost (of utilities) to rise,无毛视频 she said.

Pennsylvania is one of 13 states on the electrical grid operated by PJM Interconnection. That includes Virginia, which is home to the largest number of data centers in the country.

Jeff Nobers, the executive director of Pittsburgh Works Together, said much of the energy used in those data centers is generated in Pennsylvania.

Both Nobers and Matt Smith, the chief growth officer for the Allegheny Conference on Community Development, pointed to the potential for job creation, particularly during construction.

Martik pointed out that jobs are temporary.

无毛视频淲e无毛视频檙e not seeing family-sustaining jobs. Once they无毛视频檙e built, we无毛视频檙e looking at 20 full-time jobs. Many of those are maintenance,无毛视频 Martik said.

According to Smith, there is also potential for jobs in manufacturing of components for the computing equipment housed within the data centers.

无毛视频淭hat无毛视频檚 going to create a permanent, positive economic ripple for the communities where the data centers are situated. That无毛视频檚 a really significant point to note. The benefit is not isolated to the footprint of the data center itself,无毛视频 Smith said.

South Strabane supervisors are working on an ordinance to address data centers, but there are limits to what they can do, said Bull. If a property无毛视频檚 zoning allows for one, officials have to honor that.

无毛视频淭hat being said, our job is to make sure it has the least amount of impact on our residents and the neighboring townships,无毛视频 he said. 无毛视频淭his is an exercise in us doing our best to protect our residents from something that may never happen.无毛视频

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