The Advantage
“How big should the system be? What chemistry? What dispatch strategy? What’s the financial model? Simulate every scenario before committing capital, and deploy with confidence from day one.”
Ingro’s simulation team has modeled 50+ projects across 12+ states and every use case, bringing deep operational insight to every recommendation.
Generic sizing tools run one scenario with static assumptions. Ingro’s simulation engine builds a digital twin of your project and stress-tests it across thousands of randomized futures, varying tariff trajectories, degradation paths, market prices, weather patterns, and dispatch strategies simultaneously.
Using Monte Carlo simulation combined with reinforcement learning for dispatch optimization, the engine evaluates every permutation of system size, chemistry, and revenue stack, then converges on the configuration that maximizes risk-adjusted returns over the full asset lifecycle.
Six simulation layers feed into a unified optimization model
Optimal system configuration with P90 confidence
Size, chemistry, dispatch strategy, financial projections
12-month consumption patterns, ToD tariff structures, seasonal demand variations
Cell-level degradation, SEI layer growth, calendar & cycle aging across LFP, NMC, sodium-ion
Ambient temperature profiles, cooling system behavior, thermal runaway risk modeling for Indian climates
Revenue stacking across arbitrage, peak shaving, ancillary services, demand charge reduction
10,000+ randomized scenarios stress-testing tariff changes, degradation paths, market volatility
IRR, NPV, payback, DSCR across optimistic, base, conservative, and stress cases
High Confidence Result
P90 confidence interval across all scenarios
From initial sizing through procurement and O&M strategy, every simulation engagement is powered by operational data from 50+ MWh of real deployments.
Right-size your system. Maximize every kilowatt-hour.
Optimal kW/kWh sizing based on actual load profiles, tariff structures, and revenue goals. Custom simulation using operational data from 50+ MWh of deployed systems, modeled against your specific use case and real Indian grid conditions.
Know the answer before you commit the capital.
Technical and commercial feasibility for greenfield and brownfield BESS projects. We assess everything from grid interconnection capacity and land requirements to permitting timelines and environmental clearances, giving you full clarity before you sign the first PO.
Every assumption stress-tested. Every revenue stream quantified.
Detailed IRR, NPV, and payback models with multi-variable sensitivity analysis. Revenue stacking across energy arbitrage, CERC ancillary services, demand charge shaving, and capacity market participation, all modeled against actual Indian market data from Exchange and state regulators.
The right chemistry. The right topology. The right partner.
Battery chemistry selection (LFP vs NMC vs sodium-ion), inverter topology, container configuration, and cooling system design, every decision guided by data from 50+ project deployments across Indian climate conditions.
Compliance by design, from day one.
CERC, SERC, and SLDC compliance requirements mapped to your project from the start. State-specific interconnection standards, open access regulations, captive power rules, and wheeling charge structures, all covered so your project stays on track.
Leverage 50+ projects of purchasing power and vendor knowledge.
Vendor evaluation, RFP development, bid analysis, and contract negotiation, backed by Ingro's established relationships with Tier-1 battery, inverter, and BOS manufacturers. Deep vendor knowledge built over years of successful deployments.
Plan for 15 years. Maximize asset lifecycle value.
Performance guarantee structures, spare parts inventory planning, preventive maintenance schedules, and long-term degradation management. We design O&M strategies that maximize uptime, extend battery life, and protect your investment over the full asset lifecycle.
Ingro's simulations are powered by the same software platform that monitors, optimizes, and protects 50+ MWh of deployed BESS every day.
Every sizing recommendation is validated through Battery AI digital twin models that project 10-year performance, including non-linear degradation, seasonal load variations, and tariff changes. You see the future before committing capital.
Our models are trained on operational data from 50+ MWh of deployed BESS systems across India. Degradation curves, dispatch efficiency, thermal behavior, all from real systems in real Indian conditions.
Financial models use actual market data from Exchange clearing prices, CERC ancillary services rates, and state-specific ToD tariff structures. Real prices from real markets, updated quarterly.
Simulation clients get a preview of the Cloud EMS dashboard showing projected system performance, dispatch schedules, and revenue forecasts, so you can see exactly what operational visibility looks like before deployment.
See the full AI Powered BESS platform
Cloud EMS, Battery AI, Battery Passport, and Integrations, the four pillars that power our simulations and our deployments.
Ingro's team operates BESS every day, and that depth of experience elevates every simulation.
Ingro operates BESS systems daily. Every recommendation comes from real operational experience, what dispatch strategies deliver results, what degradation curves actually look like, what maintenance costs actually run. Grounded in real operations across 50+ MWh.
Every sizing model is validated against Battery AI predictions using actual fleet degradation data. When we say a system will deliver 85% round-trip efficiency in year 7, it's because our deployed systems are proving it right now.
Simulation can lead to turnkey delivery if you choose, design, procurement, commissioning, and ongoing O&M with the same team. Seamless continuity from the team that modeled the system to the team that builds and runs it.
Every financial model uses actual Indian tariff structures, every regulatory assessment references real CERC/SERC frameworks, and every technology recommendation accounts for Indian climate conditions. Built from the ground up for Indian energy reality.
A structured engagement process that respects your timeline and delivers clear, data-backed recommendations.
We understand your project context, site details, load profiles, revenue goals, timeline, and constraints. A real conversation with BESS engineers who ask the right questions.
We gather load data, tariff structures, grid interconnection details, and site parameters. Our team analyzes historical consumption patterns and identifies the optimal BESS configuration space.
Battery AI digital twins simulate multiple sizing scenarios. Financial models stress-test every assumption. Regulatory compliance is mapped. Technology options are evaluated against your specific conditions.
A comprehensive simulation report with clear recommendations, supporting data, and sensitivity analysis. We walk you through every assumption, every scenario, and every trade-off, so you make decisions with confidence.
If you choose to proceed, our team transitions seamlessly from simulation to execution, procurement support, vendor negotiations, project management, and commissioning oversight with the same engineers who designed the system.
Every BESS use case has unique sizing, regulatory, and revenue dynamics. Our simulation team brings deep expertise across all five major application areas.
CERC ancillary services revenue modeling, frequency regulation sizing, Exchange arbitrage optimization
Explore Use CaseToD arbitrage sizing, demand charge shaving, contract demand optimization, power factor correction
Explore Use CaseUptime guarantee assessment, UPS integration, green compliance modeling, PUE optimization
Explore Use CaseStation-level BESS sizing, grid capacity analysis, demand management, charger-battery coordination
Explore Use CaseCommunity load assessment, solar-BESS sizing, subsidy planning, energy access modeling
Explore Use CaseOur recommendations are informed by one of India's largest independent BESS deployment portfolios.
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Whether you’re evaluating your first BESS project or optimizing an existing portfolio, our simulation team will give you the data-backed clarity to make confident decisions. Actionable recommendations from operators who build and run these systems every day.