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AI’s Energy Appetite: What Data Centers Mean for the Future of Electricity Prices

Discover how AI-driven data centers are reshaping electricity demand, prices, and why smarter HVAC and efficiency are critical for sustainable growth.

Ava Montini

Jan 27, 2026

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Powering intelligence, shaping energy


Artificial intelligence has gone from “what if” to “what now.” We use it to draft reports, analyze data, streamline workflows, and even generate design ideas. But while the results appear on our screens instantly, what powers them is anything but invisible.


Behind every AI tool is a data center; rows of servers drawing massive amounts of power and generating equally massive amounts of heat. And with AI adoption soaring, those facilities are putting real pressure on our electricity grids.


Bloomberg recently reported that in PJM, the largest U.S. grid, capacity prices jumped sharply as AI-driven data center demand climbed (Bloomberg). For operators, this is a direct hit to energy budgets.


So while AI is exciting, it comes with a new operational reality: efficiency in cooling, airflow, and HVAC isn’t optional. It’s the difference between runaway costs and sustainable growth.


Why AI is different from past computing booms


Previous waves of digital growth (like cloud adoption) drove steady data center expansion. But AI is different. Training large models consumes enormous amounts of energy. The International Energy Agency estimates that data center electricity use could nearly double by 2030 to around 1,000 TWh, roughly equal to Japan’s entire annual consumption (IEA).


And it’s not just training. Inference: the everyday process of users asking questions or running AI tasks is multiplying demand across millions of devices. Goldman Sachs forecasts a 165% increase in data center power demand by 2030, largely due to AI (Goldman Sachs).


Cooling: a hidden energy driver


When people think about data centers, they picture racks of servers. But behind that computing load is another energy giant: cooling.

HVAC, chillers, pumps, and fans often make up 30–40% of total energy use in data centers (U.S. DOE). That means the “support systems” keeping servers at safe temperatures can rival the IT equipment itself in energy demand.


And because these systems run 24/7, even small inefficiencies snowball:

  • A high-resistance filter forces fans to draw extra kilowatts all day, every day.

  • A dirty coil reduces heat transfer, stretching compressor runtimes.

  • A miscalibrated damper throws airflow off balance, raising both costs and emissions.


Clogged filters can cut supply airflow by over 35%, driving higher fan power and cooling loads (MDPI). Others highlight how loaded filters in constant-speed systems directly increase electricity use (University of Texas at Austin).


Now scale that across a hyperscale AI-driven facility. A 3% efficiency penalty may look small on paper, but in practice, it can cost hundreds of thousands of dollars annually and add unnecessary CO₂e to your footprint.


That’s why low-pressure, high-efficiency filtration matters. It cuts resistance without sacrificing capture, reducing fan energy hour after hour. For operators under pressure from rising power prices and sustainability goals, it’s one of the simplest ways to shrink cooling costs while protecting uptime.


Why efficiency pays off more now

Energy savings have always lowered costs. But as grids get stressed and data center demand rises, the value of each saved kilowatt is climbing. Bloomberg recently reported that capacity prices on PJM, the largest U.S. grid, have spiked because of new data center growth (Bloomberg).


In practical terms, this changes the math:

  • A coil cleaning that once took years to pay for itself can now pay back in just a few months.

  • Smarter controls and calibrated ventilation keep you protected when prices swing.

  • Low-pressure filtration quietly reduces fan energy every hour, stacking up bigger savings as electricity prices rise.


The bottom line is that efficiency has become one of the fastest and most reliable ways to control operating costs in an unpredictable energy market.


Building smarter, not just bigger

For operators, the roadmap isn’t a mystery. The tools are already here:

  • Low-pressure filtration to keep fans efficient hour after hour.

  • Adaptive cooling strategies like variable-speed fans, economizers, and containment to right-size energy use.

  • Monitoring-based commissioning and diagnostics to stop efficiency losses before they become routine.

  • Load shifting and grid-aware operations to tap cleaner, cheaper hours of power (IEA).


Every watt counts

As AI expands, data centers will continue to carry a heavier share of global electricity demand. That makes efficiency less of an option and more of an operating requirement.


The lesson is simple: efficiency and reliability are not competing goals. When facilities prioritize both, they not only manage rising energy costs but also reduce their carbon footprint in measurable, reportable ways. AI may be shaping the demand curve, but how operators respond will shape the industry's long-term sustainability.

Mastering Indoor Grow Room Ventilation: A Comprehensive Guide to Optimal Plant Growth in Tents

  • Writer: Jennifer Crowley
    Jennifer Crowley
  • Jul 31, 2023
  • 4 min read

Updated: Jul 9, 2024

A collection of cannabis plants growing indoors in a tent with a fan prominently in the foreground
Good ventilation allows plants to have access to the fresh air required for photosynthesis.

Having regulated grow room ventilation ensures that your cannabis plants grow in an optimized environment with temperatures and humidity that allow you to grow the most potent buds. Having insufficient airflow through your grow room negatively affects both yield and quality.


In an indoor environment, plants do not have access to the same sort of fresh air as outdoor plants. Ventilation is at the core of ensuring that the air in your grow tent promotes healthy growth. Good ventilation allows plants to have access to the fresh air required for photosynthesis. Additionally, ventilation helps maintain other indoor air quality factors, such as humidity, temperature and CO2.


Why is Grow Tent Ventilation so Important?

Large greenhouse landscape with grow lights overhead
If a plant gets too much CO2, it will slow down or even stop photosynthesis.

The most common grow room systems use a combination of exhaust fans and ducts or pipes to maintain airflow. And circulation fans are used to keep the air flowing within the room.


CO2 management

Like all other green plants, cannabis transforms light energy into chemical energy through a process called photosynthesis. If a cannabis plant does not get enough CO2, it will continue to grow until its stored sugars are depleted. Once that happens, its metabolism decreases, and it will stop growing. On the other hand, if a plant gets too much CO2, it will slow down or even stop photosynthesis. The trick is finding the right CO2 level for a grow space to maximize photosynthesis and yield.


Optimal CO2 concentration

To obtain growth equivalent to outdoor plants, CO2 concentration should be around 400 ppm in an indoor space with normal fresh air ventilation.


Humidity management

Plants are natural humidifiers, so it only makes that a room full of them will require some sort of humidity regulatory tool. Humidity in the grow room is largely a result of transpiration. Transpiration is the process by which the leaves of the plant give off water to the atmosphere. Much like a straw, the suction created by transpiration pulls nutrients up through the roots as the plant produces water vapour.


In the presence of too much humidity, there is a greater chance of attracting insects and other unwanted pesticides. Along with the excess heat, a ventilation system also dumps out the excess moisture in the air. The dry air takes away some of the water from the upper parts of the plant, forcing the plant to absorb more water through the roots, helping the plant absorb more nutrients.


Pest Control

Stagnant or humid air harms various factors in a grow room, including the topsoil. The medium will remain damp or humid in the room of stale air, attracting fungi, mould, mildew and insects. A healthy level of dryness in the topsoil because of a steady supply of dry air helps slow down the growth of pest populations.


Types of Ventilation in a Grow Room

Illustration of the difference in operation of a passive air intake system vs. an active air intake system
The are small, but important differences in how a Passive air intake system works vs. an Active Intake system.

Passive intake uses natural airflow and negative pressure to bring air into the room. Basically, there is a hole or vent in the grow tent that passively allows air to enter. It does this through pressure differences inside and outside the room. This is like if you opened a window to let in air.


Active intake pulls air into the room with a fan. This actively draws in air to ensure high levels of circulation. The size of the active fan doesn’t matter as much as the air pressure blown in. You should use an active fan that pulls in at least the same pressure rate (and CFM) as the exhaust fan.


Carbon Filters help with odour

A carbon filter mounted outside of air ducting.
A carbon filter helps remove the odours from a grow room.

A carbon filter helps remove the odours from a grow room. A good-quality carbon filter is connected to an extraction fan. The fan pulls air through the carbon filter. As this happens, the activated carbon inside the filter chemically absorbs the terpenes (and other aromatic compounds), locking them inside the carbon filter. The fan then pushes the cleaned air out.

Illustration of the options of mounting your carbon filter inside or outside of your tent
Air Pull or Push options for mounting your Carbon Filter

If you are wondering whether your fan should pull or push the air through a carbon filter, in most grow rooms and tents, the carbon filter is installed first while the fan is pulling the air outside.

With this setup, aromatic molecules along with dust and other unwanted VOCs get efficiently filtered to avoid damage to the fan or accumulation in the duct. However, if you are limited in space and cannot fit your carbon filter inside your setup, you are still able to mount the fan on the wall of the tent or room while air is forced through the filter placed outside. Although not ideal, but acceptable. 


Meet the world’s first zero-waste carbon filter.

Close up image of a Blade Air Carbon filter with the various components separated to be able to see the locking mechanisms, canister and filter components
Blade Air's Zero Waste Carbon Filter

Meet Blade Air's Carbon Filter, a zero-waste odour control solution that minimizes facility maintenance time and expenses:

  • Patented revolutionary replaceable carbon cartridge.

  • 56% reduction in operating expenses.

  • Made from 70% recycled materials.

Take advantage of significant time and labour savings to save up to 30% on material costs and up to 80% in labour savings, without compromising odour control performance. Learn more about our Carbon Filter or get in touch to discuss how we can help you improve the indoor air quality in your facility.

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