Work done while interning at IIT Bombay

SimulationX

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

This is an attempt to produce load forecast for an electric grid using historic load and weather data

Home appliance controller learn from resident negative feedback

Dynamic Decision Making for Demand Response through Adaptive Event Stream Monitoring

Code repository for the paper "Data-driven modelling of energy demand response behaviour based on a large-scale residential trial".

An open source software to model branch- and technology-specific electricity load profiles in the tertiary sector and analyse potentials of demand side response measures.

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

Case studies of the draf demo paper

Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.

OpenADR protocol java implementation: https://www.openadr.org/

Home energy multi-agent recommender framework with demand response and power limit consideration.

Hierarchical Model-Free Transactional Control of Building Loads to Support Grid Services

an online web application that enables you simulate solar pre-cooling for a range of exsiting buildings in Australian building stock.

Renewable Energy Management and Demand Response and by PSO Algorithm (Matlab code)

A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.

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

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