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The AI buildout is the largest concentrated water demand event in modern industrial history. A single hyperscale data center can withdraw five million gallons of water a day for evaporative cooling — the daily consumption of a small city. Across the United States, data center water draw reached 17.4 billion gallons in 2023 and is on track to exceed 72 billion gallons by 2028. That growth is not slowing. Water is a constraint.

Operators have already moved. AWS uses purified wastewater at more than 20 sites in Virginia and California. Google has committed to replenishing 120% of the freshwater it consumes by 2030. Microsoft is piloting zero-water cooling and bridging the transition with reclaimed make-up. The Veolia and Amazon partnership in Mississippi alone is expected to save more than 83 million gallons of potable water per site, per year. The strategic shift is settled. What is left is engineering.

Because reclaimed water is not potable water. It arrives more aggressive, more variable, and biologically more active. Running a cooling tower on it without redesigning the chemistry program is not sustainability — it is asset destruction in slow motion. This page is Milton Roy's reference for the chemistry program that makes reclaimed-water cooling work at hyperscale and colocation, every hour, every season, every shift.

Why reclaimed water is not potable water

Reclaimed water reaching the data center fence usually meets non-potable reuse specifications: low TSS, low turbidity, low BOD. That is not the whole story. The dissolved and microbiological load is fundamentally different from potable make-up, and it is the dissolved and microbiological load that drives cooling chemistry.

Parameter

Potable make-up

Typical reclaimed

Impact on cooling system

TDS

200–500 mg/L

600–1,500 mg/L

Higher scaling potential at any given cycle

Ammonia

<0.5 mg/L

1–10 mg/L

Copper corrosion; nitrification in the tower basin

Phosphate

<0.5 mg/L

2–8 mg/L

Ca-phosphate scale, especially on hot tubes

Organics (BOD/COD)

Low

Elevated

Biofilm growth, biocide demand

Silica

Variable

Often elevated

Silica scale, hardest to remediate

Chloramine residual

Controlled

Variable

Material compatibility, biocide interaction

Microbiological count

Low

Higher

Legionella, nitrifiers, sulfate-reducers

The implication is not that reclaimed water cannot be used — it can, and is — but that the cooling chemistry program is a different program. A copy of the potable program with a 20% inhibitor uplift will not survive the first thermal excursion.

The four risks that the chemistry program must control

Higher TDS and elevated silica and phosphate compress the operating margin between cycles-of-concentration uplift and scale precipitation. The chemistry response is a tuned inhibitor blend — typically polyacrylate/phosphonate for general scale, with silica-specific dispersants if silica drives the design. Continuous dosing in the 5–20 mg/L range is standard, with the actual dose pulled from a Langelier or modified Stiff-Davis index calculated against real-time conductivity.

The Milton Roy + LMI cooling reuse stack

Across a reclaimed-water cooling installation, the dosing and control layer is a stack — not a parts list.
Here is the canonical configuration we deploy:

Function

Equipment

Role in the program

Antiscalant injection

mRoy / MAXROY

Continuous, flow-paced, ±1% accuracy

Corrosion inhibitor injection

Milton Roy precision metering

Bleed-and-feed, conductivity-paced

Oxidizing biocide (NaOCl)

LMI Series

ORP-controlled, slug or continuous

Non-oxidizing biocide

LMI or mRoy
(chemistry-dependent)

Slug dose on timer, locked-out vs. oxidizer

Conductivity / blowdown

LMI DC4000 or DC4500

Closed-loop bleed; setpoint-driven

pH control

Milton Roy with pH feedback

Acid or alkali trim to 7.5–8.5

Skid-mounted chemical feed

DosaSkid

Pre-engineered package, fast deployment

Make-down & mixing

Milton Roy agitators

Solution preparation, no dead zones

The Six-Step Method We Use to Design a Reclaimed Cooling Program

  1. Characterize the reclaimed feed — Full ionic profile, organics, ammonia, phosphate, silica, microbiology — at minimum, weekly for the first quarter
  2. Set the cycles target — Driven by local water cost, discharge envelope, and the silica/scale ceiling
  3. Select the inhibitor blend — Matched to actual feed chemistry — not to the supplier's catalog default
  4. Specify the biocide regime — Oxidizing continuous + non-oxidizing alternation; locked-out to prevent interaction
  5. Size the dosing layer — Turndown for variable feed, materials matched to chemistry, redundancy on critical points
  6. Integrate the control loop — LMI DC4000/DC4500 tied to conductivity, ORP, pH sensors; alarms to the BMS

What We See in the Field

Across the reclaimed-water cooling installations we support, three patterns recur. Operators who design for them get to specification fast. Operators who do not, do not.

Pattern 1 — Silica is the silent ceiling

When feed silica exceeds about 60 mg/L, the conventional inhibitor program runs into a wall at 5–6 cycles. The answer is silica-specific dispersant chemistry, dosed with the same accuracy as antiscalant. Sites that ignore this end up running at 3–4 cycles and wondering why their water efficiency targets are missed.

Pattern 2 — Ammonia is the corrosion driver

Ammonia drives copper corrosion and feeds nitrifying bacteria, which generate acidity locally and accelerate corrosion further. The chemistry response is a tightly controlled pH band and a biocide regime that suppresses nitrifiers. Sites that treat ammonia as just another nutrient miss a major risk axis.

Pattern 3 — The biocide rotation is non-negotiable

Single-biocide programs on reclaimed water always converge on resistance and biofilm. Dual programs — oxidizing continuous, non-oxidizing weekly slug — are the field standard. Skipping the rotation is the most common cause of Legionella positives in reclaimed-cooling systems.

FAQ

Yes. AWS, Google, Microsoft, and Meta all operate reclaimed-water cooling at scale. The engineering requirement is a chemistry program designed specifically for reclaimed feed, not a copy of the potable program with a higher inhibitor dose.

Contact us to discuss your project

Milton Roy's application specialists match the right pump technology, materials of construction, and system configuration to your specific chemical and application requirements.