Decision Support Engine

BESS MILP Optimizer

Investment Decision Engine for PV + Battery Storage Projects

We are not building a dashboard — we are building an optimization engine that directly impacts investment decisions in energy projects.

MILP Optimization

Mixed-Integer Linear Programming для оптимального dispatch батареї з гарантією глобального оптимуму

8760-Hour Model

Почасова модель на повний рік з реальними профілями навантаження, генерації PV та тарифів

Financial Analytics

NPV, IRR, Payback Period, Cash Flow — повна інвестиційна оцінка проекту

Parameters

Configure BESS and project parameters

Battery

Capacity (kWh)

Power Rating (kW)

Efficiency (%)

Degradation (%/yr)

SoC Min (%)

SoC Max (%)

Financial

BESS Cost ($/kWh)

Discount Rate (%)

Project Life (yr)

Tariff

Peak ($/kWh)

Off-peak ($/kWh)

Feed-in Tariff ($/kWh)

PV System

PV Capacity (kWp)

Annual Load (MWh)

Key Performance Indicators

NPV

IRR

Payback

Self-Consumption

Annual Savings

Grid Dependency

Dispatch & SOC Profile

View range: Start hour:

State of Charge

Monthly Energy Balance

Cumulative Cash Flow

Mathematical Model

MILP Model Constraints

The optimization model enforces physical and operational constraints at every hourly timestep

SOC Limits

SoC_min ≤ SoC(t) ≤ SoC_max

Battery state-of-charge stays within safe operating bounds at all times

Power Limits

0 ≤ P_charge(t) ≤ P_max

0 ≤ P_discharge(t) ≤ P_max

Charge/discharge power bounded by inverter rating

Energy Balance

PV(t) + Grid_buy(t) + Disch(t) = Load(t) + Grid_sell(t) + Charge(t)

Supply equals demand at every timestep

Round-trip Efficiency

SoC(t+1) = SoC(t) + η·Charge(t) − Disch(t)/η

Energy losses modeled via round-trip efficiency parameter η

No Simultaneous Charge/Discharge

δ_c(t) + δ_d(t) ≤ 1

Binary variables prevent simultaneous charging and discharging

SOC Continuity

SoC(t) → SoC(t+1) ∀ t ∈ [0, 8759]

State-of-charge links consecutive hourly periods continuously

Platform MVP

Input / Output

Input

Load profile — 8760 hours
PV generation — 8760 hours
Tariff structure — peak/off-peak/feed-in
BESS parameters — capacity, power, efficiency, SOC limits

Output

Optimal battery dispatch schedule
SOC profile — hourly state-of-charge
Grid import/export optimization
Annual savings calculation
NPV / IRR / Payback Period