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demandmanagement

A diploma thesis investigating the options of controlling power demand of households to reduce peaks in total power consumption in smart grids.

drl_hvac

Optimising electricity expenditure in an HVAC system under dynamic electricity pricing scheme and weather conditions using a DDPG model.

electricity-price-predictor

Harvard CS109: A predictive model for electricity prices in the midwest, and more specifically, the prices of nodes where nuclear plants are located

electricity_load_forecast

Electricity Load and Price Forecasting

electricitypriceprediction

This is the final project following my time at Flatirons Data Science bootcamp. It uses Neural Networks (and other machine learning methods) to predict the day ahead electricity price, and modelled a basic battery function to extract value

elmada

Dynamic electricity carbon emission factors and prices for Europe

epftoolbox

An open-access benchmark and toolbox for electricity price forecasting

grid_pricing

Smart grid pricing by reinforcement learning

iit-bombay

Work done while interning at IIT Bombay

jade-dr-vpp

Software for the use of Multi-agent Systems in Virtual Power Plants to realize Demand Response Mechanisms

marl-idr-multi-agent-reinforcement-learning-for-incentive-based-residential-demand-response

Code for the paper "MARL-iDR: Multi-Agent Reinforcement Learning for Incentive-based Residential Demand Response"

microgrid

微电网能量管理系统

multi-building-rl

nordpool_diff

Transforms electricity spot price into thermostat control signal. Home Assistant custom component.

smart-grid-scheduling

Energy-consumption scheduling algorithms for smart electrical grids

smartgrid

Dynamic Decision Making for Demand Response through Adaptive Event Stream Monitoring

vpp

虚拟电厂项目