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Data Centers

Air Quality in Data Center Development

Planning Helps Reduce Permitting Pitfalls

Knowledge is power in the race to meet growing data center demand. As the digital economy expands — driven by AI, machine learning, and massive cloud-based infrastructures — developers are racing to build and scale data centers at an unprecedented pace. But in this race, overlooking air quality and environmental regulations can result in costly setbacks.

The data center landscape is evolving quickly — and so is the regulatory environment. Air quality and pollution concerns are no longer optional considerations — they are core to project viability.

The Institute of Clean Air Companies (ICAC) brings together leaders in emissions control and measurement technology, including top EPC firms, to provide developers with the expertise they need to avoid expensive pitfalls in permitting and compliance.

Technology Identification for Emissions Controls

The Growing Importance of Emissions Strategy

While federal regulatory trends may signal broader deregulation, that’s only part of the story. State and local regulations — shaped by regional environmental concerns — are becoming increasingly influential and must be integrated into planning from the outset. Ignoring these jurisdictional nuances can delay projects or even derail them entirely.

ICAC offers tailored guidance to data center developers, ensuring they adopt the best available emissions control technologies and align their strategies with both current and emerging regulations.

Patchwork Regulatory Requirements

Mounting Environmental Challenges

Developers today face a convergence of regulatory and environmental complexity that spans far beyond just emissions:

  • Highly localized air permitting requirements
  • Exposure to criteria pollutants and air toxics
  • Water usage and discharge regulations
  • Noise pollution concerns
  • Integration of renewable energy and energy efficiency goals

Crucially, these factors must be considered at the earliest stages of planning and design — not as an afterthought once construction has started.

ICAC Members Provide Air Quality Expertise

Regulatory Complexity by Location

Environmental permitting isn’t a one-size-fits-all challenge. It varies significantly by location, based on:

  • Local air quality (e.g., ozone non-attainment zones)
  • Political and regulatory climate
  • Availability of emission offsets and credit markets
  • Regional energy sourcing and infrastructure

Permitting may be required at multiple levels — federal, state, and local — each with its own review timelines, priorities, and legal requirements. Without clear strategy and expert guidance, developers risk delays, redesigns, or even legal exposure.

Know Your Technology Options

The Role of Equipment in Air Quality and Pollution

Data centers typically rely on various energy and backup systems that contribute to emissions and pollution:

  • Backup generators (often diesel): High emitters of NOx, particulate matter, and air toxics
  • Gas turbines for behind-the-meter power: Subject to stringent permitting, especially in non-attainment areas
  • Cooling towers and HVAC systems: Impact both air and water quality
  • Battery storage systems: Growing in use, but with emerging regulatory frameworks

Each component has its own emissions profile — and its own permitting implications.

How ICAC

  • Identify the best available control technologies (BACT, SCR, oxidation catalysts, etc.)
  • Navigate complex permitting processes
  • Understand and respond to state and local regulations
  • Minimize project delays and budget risk through smarter planning
  • Avoid noncompliance penalties and community opposition

By engaging ICAC early in your planning process, you can future-proof your data center development strategy — and position your project as a responsible, resilient contributor to digital infrastructure growth.

If you’re an air quality industry participant, join ICAC to help support the data center community to deliver cleaner air.

Collaboration Yields Results

Let’s work together!

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