Michael Jacot

Battery Demand Reduction Model

Battery and solar simulation for estimating demand-charge savings in Nova Scotia commercial buildings.

Battery Demand Reduction Model project screenshot

Project Overview

Developed at NSCC Applied Energy Research as part of an energy management research effort, this model simulates battery-based demand reduction for commercial buildings in Nova Scotia.

For demand-billed commercial customers (for example, Nova Scotia Power’s General Demand rate class), billing includes an energy charge for total consumption (kWh) plus a demand charge tied to the highest measured demand during the billing period, commonly based on the maximum 15-minute interval. The model takes a building load profile and evaluates different demand-shaving targets, estimating the battery power and energy capacity needed to achieve them.

The model also explores configurations that pair the battery with a solar PV array and evaluates backup-operation scenarios using the same storage system. The work culminated in an NSCC Applied Research publication (title to be confirmed).

Highlights:

- Simulates demand-charge shaving using battery storage against a building load profile.

- Estimates required battery capacity and power across different reduction targets.

- Extends to solar PV and backup scenarios using the same storage system.

Project Details

COMPLETED

2024-05-15

ORGANIZATION

NSCC AER LabNSCC AER Lab logo

TECHNOLOGIES

PythonEnergy Metering DataElectricity Tariff ModelingBattery StorageTime Series AnalysisSimulationSolar PV