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Strategic Analysis

Why fuel-cell-powered AI data centers

The bottleneck for AI data centers is not GPUs — it is power. Using only public sources linked as footnotes and explicitly stated assumptions, this page sets out ① the structural power bottleneck, ② constraints of alternative sources (gas turbines, SMR, fuel cells), ③ the cost structure as low-carbon pre-investment and applicable policy benefits, and ④ a three-scenario economic analysis with Blue Energy carbon-neutral alignment. No CAYNMARS trade-secret information is included.

Problem — Power Bottleneck

Power supply has become the structural bottleneck

Data center power demand is surging with global hyperscaler AI investment, while supply takes time. The IEA estimates that building new transmission lines takes four to eight years in advanced economies, putting around 20% of planned data center projects at risk of delay[2]. In Korea, grid connection waits of 18 months to over 4 years have been reported[7], intensified by concentration in the Seoul metropolitan area.

Global data center electricity demand (TWh) [1][2]

447 565 ≈945 202520262030 (proj.) Gartner [1]Gartner +26% [1]IEA [2]

Gartner press release (2026-06-10): 447→565TWh (+26.4%), power demand 104→132GW · IEA Energy & AI: approx. 945TWh by 2030 (more than doubling)

Lead time to secure new power

New transmission lines (advanced economies) [2]4–8 years
New gas turbine orders [5]Slots beyond 2029–30
SMR (Korea) [6]2030s · first unit expected 2035
Fuel cells (using gas infrastructure)approx. 1–2 years (company assumption)

Korean grid connection waits of 18 months to 4+ years reported [7] · Fuel cell build period is a company assumption based on industry norms

Korean industrial electricity tariff (KRW/kWh) [3][4]

~105~135~165.8182.7 2021202220232024.10 Over 60% cumulative increase in 3 years — 182.7 KRW/kWh [3]

Electronic Times (2024-10-23) · Korea Energy Agency price statistics — annual figures are representative approximations

Alternatives

Gas turbines · SMR · fuel cells

Gas turbines — proven scale, but “order today, receive in 2030” [5]

  • Backlogs surging at GE Vernova, Siemens Energy and Mitsubishi Power — GE Vernova at 116GW (2Q26); new slots beyond 2029–30
  • Lead times extended from 2–3 years to as much as 7–8 years; the IEA likewise notes multi-year turbine deliveries potentially pushing commissioning past 2030 [2]
  • LNG price volatility, carbon regulation, large site footprint, noise and emissions objections

SMR — promising, but commercialisation is in the 2030s [6]

  • Korea's i-SMR targets standard design approval in 2028 and commercialisation in the 2030s — first unit expected around 2035
  • The IEA also places the first commercial SMRs around 2030 [2]; licensing frameworks are still being established
  • Community acceptance of nuclear siting remains a significant hurdle

Fuel cells — deployable now; economics are a function of time

  • Using existing city-gas infrastructure, deployable in roughly 1–2 years independent of grid queues (company assumption)
  • Modular expansion, land efficiency, low noise — 24/7 continuous output suited to data center loads, with a hydrogen transition pathway
  • The honest constraint — today's LCOE is higher than the KEPCO tariff. What matters is when the two curves cross; the three scenarios below test that
Cost Structure

The initial cost gap is a pre-investment in low-carbon technology

That the initial levelised cost of fuel cell self-generation sits somewhat above the KEPCO tariff is not simple inefficiency — it reflects pre-investment in high-efficiency generation and carbon-reduction technology (capture-ready design, a low-carbon hydrogen pathway, and lifecycle MRV measurement). Grid electricity carries neither verifiable low-carbon attributes nor immediate availability without a connection queue; that value sits inside this gap. Once Distributed Energy Special Zone exemptions and hydrogen and fuel cell support schemes are taken into account, the effective gap narrows substantially.

High-efficiency premium

Continuous, low-noise, high-efficiency generation configured for data center loads. Meeting the efficiency threshold can qualify for an uplift in renewable energy certificate (REC) weighting[8].

Carbon-reduction pre-investment

Capture-ready design and a low-carbon hydrogen transition pathway are built in from the start — internalising future carbon regulation costs at the outset.

Policy benefits (special zone · hydrogen)

If designated, direct power trading exemptions create room to reduce standing charges and ancillary costs[9]; participation in the hydrogen power bidding market is possible (2026 volumes: 930GWh/yr general, 500GWh/yr clean)[10].

Measurement & verification

Lifecycle MRV measures and reports carbon intensity, producing data anchor customers can use directly for Scope 2 carbon accounting.

The initial unit gap — before and after policy benefits

KEPCO GENERAL TARIFF (2025)172.99 KRW/kWh
Comparison basis[4]
LCOE — GROSS COST BASIS290 KRW/kWh
Gap +117 KRW (company assumption)
LCOE — NET OF POLICY BENEFITS232 KRW/kWh
Gap narrows to +59 KRW · about half

The net LCOE deducts assumed policy benefits of roughly 20% from the gross cost — room to reduce standing charges and ancillary costs under special-zone direct trading, revenue from hydrogen power bidding, REC and efficiency weighting, and heat recovery (company assumptions). Special-zone designation and bid awards are not confirmed, and actual benefits will depend on designation, award terms and contract structure. Item-by-item derivations are provided in the data room after NDA.

Scenario Analysis

20-year economics — three automatic scenarios

Comparing the KEPCO general tariff with fuel cell LCOE for 2026–2045. Starting values: KEPCO general average selling price 172.99 KRW/kWh (2025)[4] and fuel cell LCOE of 290 KRW/kWh gross · 232 KRW/kWh net of policy benefits (company assumptions). Given that Korean industrial tariffs rose over 60% in three years (approx. 17%/yr)[3] and the grid investment burden created by AI demand, we set three scenarios with tariff growth of 5–9% and LCOE decline of 2–4.5% from technology maturity and volume production. All are assumptions, in nominal terms. The chart cycles through the scenarios automatically; the basis can be switched between gross and net below.

LCOE BASIS
KEPCO general tariffFuel cell LCOE (selected basis)Gross-basis reference lineSavings band after crossover
INITIAL GAP (2026)
CROSSOVER
UNIT GAP IN 2045
20-YR CUMULATIVE (NOMINAL)
NPV (7% DISCOUNT ASSUMED)
Year-by-year calculation (selected scenario and basis · nominal)
YearTariff (KRW/kWh)LCOE (KRW/kWh)GapAnnual saving (100m KRW)

Calculation assumptions (fully disclosed)

KEPCO general tariff starting at 172.99 KRW/kWh (2025)[4] · fuel cell LCOE starting at 290 KRW/kWh gross and 232 KRW/kWh net (policy benefits assumed at approx. 20%) · 40MW-class × 8,760h × 60% utilisation assumed · nominal prices · NPV discount rate 7% assumed · cumulative saving = Σ max(0, tariff − LCOE) × generation. These are scenario calculation results based on the selected assumptions, not company forecasts or commitments.

The LCOE build-up (capex, fuel cost, utilisation, financing cost, O&M, stack replacement, carbon cost, and item-level policy benefits) is project trade-secret and provided with the full methodology through the data room after mutual NDA · This page does not constitute investment solicitation · As of

Blue Energy & Carbon Neutrality

The AI power model best aligned with 2030s carbon-neutral policy

AI data centers are a 24/7 baseload, so intermittent sources alone cannot satisfy carbon-neutral requirements. Our Blue Energy framework designs a staged pathway on high-efficiency fuel cells — capture application → low-carbon hydrogen → blue-to-green transition — and measures each stage through lifecycle MRV. It allows one asset to serve both the tightening carbon policy of the 2030s and anchor customers' demand for 24/7 carbon-free energy (CFE).

B1
High-efficiency continuous generation

Gas-based high-efficiency fuel cells — lower emissions than grid supply, available 24/7

B2
Carbon capture applied (capture-ready)

Exhaust CO₂ capture and utilisation pathway reflected — further reduction in carbon intensity

B3
Low-carbon / clean hydrogen blending

Blending ratio expanded in stages as hydrogen supply allows — linked to the hydrogen power bidding market[10]

G
Blue-to-green transition

Clean hydrogen conversion stage — carbon-free power supply as a long-term target

These stages are our own internal framework, not an official certification grade. Reaching each stage depends on hydrogen supply, policy and technology maturity, and the term “carbon neutral” is used only after third-party verification of operating data.

POLICY ALIGNMENTAligned with 2050 carbon neutrality and the Distributed Energy Act framework
CUSTOMER REQUIREMENTS24/7 CFE and Scope 2 reporting data for global hyperscalers
POLICY INSTRUMENTSSpecial-zone exemptions · hydrogen bidding market · REC efficiency weighting
VERIFICATION PRINCIPLELabelled as “target” until third-party verified

In short, the initial unit gap is a price that already reflects 2030s carbon regulation costs and anchor customers' low-carbon requirements. With policy benefits applied that gap halves, and where rising tariffs meet technology maturity in the early-to-mid 2030s it can invert into a cost advantage.

Sources (footnotes)
[1] Gartner, “Gartner Says Data Center Electricity Consumption to Grow 26% in 2026”, published 2026-06-10, accessed 2026-07-28 — source
[2] IEA, “Energy and AI — Executive Summary” (approx. 945TWh by 2030 · 4–8 years to build new transmission lines in advanced economies · multi-year turbine lead times), accessed 2026-07-28 — source
[3] Electronic Times, “Industrial electricity tariff up 9.7% — over 60% cumulative increase in three years”, 2024-10-23 — source
[4] Korea Energy Agency — average electricity selling price statistics — source
[5] Utility Dive, “GE Vernova gas turbine backlog climbs to 116 GW”, accessed 2026-07-28 — source · GE Vernova 2Q26 results — source
[6] Today Energy, “First domestic SMR commercialisation expected in 2035”, 2026-05 — source
[7] Electric Times, “In an era of grid delays, on-site power decides data center competitiveness” — source
[8] Renewable energy certificate (REC) weighting for fuel cells and the efficiency-based uplift, accessed 2026-07-28 — reference article
[9] Enforcement Decree of the Distributed Energy Act (special-zone direct power trading exemptions) — Korean Law Information Center · special-zone incentive direction — Korea Energy Agency issue briefing (2025-04-21)
[10] Hydrogen power bidding market — 2026 volumes of 930GWh/yr (general) and 500GWh/yr (clean), per the Ministry's administrative notice; operation overview — Electric Journal
Conclusion

Our conclusion — 24/7 low-carbon power you can secure today

Gas turbines are constrained by supply chains; SMRs by time. Fuel cells are the realistic on-site option you can start building now. The initial cost gap is a pre-investment in low-carbon technology, and with special-zone and hydrogen policy benefits applied it narrows to roughly 59 KRW/kWh — less than half. Where rising tariffs meet technology maturity in the early-to-mid 2030s, it can invert into a cost advantage (under the stated scenario assumptions). Project Nexus builds on this analysis with site rights and community consent secured and generation licensing in preparation.