DK
Dhananjay Kumar
Startup · In Production

AgniCycle is a web-based, research-grade thermodynamic engine cycle simulator — built to help researchers, students, and engineers model IC engine combustion cycles, analyze performance parameters, and study the effect of different fuels, all from a browser with no installation required.

All research tools
What AgniCycle does

Thermodynamic cycle modelling

Simulate Otto, Diesel, and Dual combustion cycles with adjustable compression ratios, heat addition, and cutoff ratios to study ideal engine behaviour.

Multi-fuel analysis

Compare performance across conventional and alternative fuels — hydrogen, CNG, HCNG blends, methanol, and ethanol — to study fuel substitution effects.

Performance parameters

Compute thermal efficiency, specific work output, MEP, and other key engine performance indicators instantly with interactive parameter sweeps.

Zero-install, browser-based

Fully web-based — no Python, no MATLAB, no setup. Open the browser, run a simulation, share results. Built for teaching and rapid prototyping.

The motivation

Engine cycle simulators are either locked behind expensive commercial software (GT-Power, Ricardo WAVE) or require local Python/MATLAB setups that take hours to configure. AgniCycle was built to change that — free, instant, accessible to any researcher or student anywhere. "Agni" is Sanskrit for fire, a nod to combustion research and the IIT tradition.

Tech stack & deployment
Built with: Python Streamlit NumPy · SciPy Plotly Google Cloud Run Docker

Containerized and deployed on Google Cloud Run · Auto-scales to zero · CI/CD managed by the developer