Clean Energy Systems Modeling

This domain brings together TEA/LCA and systems-level analysis across several interconnected pathways: sustainable aviation fuels (SAF), hydrogen production and use, electrochemical and high-temperature systems, and ammonia-based hydrogen carriers. The emphasis is on clear boundaries, defensible assumptions, and early-stage feasibility framing.


Sustainable Aviation Fuel (SAF) Pathways

Early-stage TEA/LCA analysis for HEFA, lignocellulosic, and hybrid power-to-liquids (PtL) routes.

Focus areas:

  • System-boundary definition for SAF TEA/LCA
  • Yield and energy-intensity behavior
  • Hydrogen integration and utility demand
  • Co-product treatment and carbon-intensity implications
  • TRL and certification-boundary awareness (e.g., ASTM D7566 framing)

Hydrogen Production & Use

Analytical modeling for electrolytic, thermal, and hybrid hydrogen production pathways.

Focus areas:

  • Electrolysis TEA structures (SOEC, PEM)
  • SMR + CCS boundary definition
  • Stack-level vs plant-level scaling logic
  • Energy-integration analysis and load-following behavior
  • Carbon-intensity modeling under different grid mixes and operating profiles

Electrochemical & High-Temperature Systems

TEA architecture and scaling logic for SOEC/SOFC systems, electrochemical reactors, and high-temperature manufacturing lines.

Focus areas:

  • Process-flow definition for tape casting, coating, sintering, and interconnect fabrication
  • Separation of stack manufacturing cost from balance-of-plant cost
  • Sensitivity framing around degradation, yield loss, and material variability
  • Throughput-driven scaling structures for early manufacturing concepts

Ammonia Systems & Hydrogen Carriers

TEA/LCA modeling for ammonia production, electrochemical synthesis, and NH₃-to-H₂ conversion.

Focus areas:

  • Boundary definition from nitrogen and hydrogen sources through NH₃ production and cracking
  • Energy-integration and heat recovery behavior
  • Ammonia’s role as a storage and transport medium within hydrogen supply chains
  • Scenario structures for distributed and centralized NH₃-to-H₂ applications

Power-to-Liquids & Carbon Conversion (Selected Work, Anonymized)

Analytical contributions to early-stage PtL and carbon-conversion concepts involving renewable power, CO₂ utilization, and synthetic fuels production.

Focus areas:

  • System framing for PtL architectures (e.g., DAC + syngas + FT synthesis)
  • CO₂ sourcing assumptions and carbon-balance behavior
  • Early MFSP and CI considerations for hybrid electrofuel pathways

Clean Energy Systems Modeling provides a structured foundation for proposals, feasibility studies, and early design decisions across emerging energy pathways.