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basopra

BASOPRA - BAttery Schedule OPtimizer for Residential Applications. Daily battery schedule optimizer (i.e. 24 h optimization framework), assuming perfect day-ahead forecast of the electricity demand load and solar PV generation in order to determine the maximum economic potential regardless of the forecast strategy used. Include the use of different applications which residential batteries can perform from a consumer perspective. Applications such as avoidance of PV curtailment, demand load-shifting and demand peak shaving are considered along with the base application, PV self-consumption. Different battery technologies and sizes can be analyzed as well as different tariff structures. Aging is treated as an exogenous parameter, calculated on daily basis and is not subject of optimization. Data with 15-minute temporal resolution are used for simulations. The model objective function have two components, the energy-based and the power-based component, as the tariff structure depends on the applications considered, a boolean parameter activate the power-based factor of the bill when is necessary.

best-of-ps

🏆 A weekly updated ranked list of popular open-source libraries and tools for Power System Analysis.

capow_py36

centaur

Python-based hybrid power system / microgrid simulation program (similar to HOMER, Hybrid2) with functional GUI

central-asia-storage

This repository hosts data and scripts used to build the energy-water system model of Central Asia, used in publication Zakeri et al. (2022)

decentralized-scheduling-strategy-of-heating-systems

RWTH Bachelor’s thesis: Optimization algorithm that balances the residual load in microgrids with heat pumps and combined heat / power units, while maintaining data privacy and economical fairness.

dispa-set

The Dispa-SET unit-commitment and optimal dispatch model, developed at the JRC

energy-management-and-economic-evaluation-of-grid-conected-microgrid-operation

energysystemmodelling

Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).

engage-netzero-analysis

Source code for figure generation and analysis of the ENGAGE netzero scenario analysis

ficus

A (mixed integer) linear optimisation model for local energy systems

fine

The FINE python package provides a framework for modeling, optimizing and assessing energy systems

gcam-core

GCAM -- The Global Change Analysis Model

gramformer

A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

hybrid

HYBRID is a modeling toolset to assess the integration and economic viability of Integrated Energy Systems (IES).

imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

m-asrur-s

masrur

mem_public

mesmo

MESMO - Multi-Energy System Modeling and Optimization

message_ix

The integrated assessment and energy systems model MESSAGEix

microgrid

Optimization of Microgrid (Multi-Objective Optimization)

microgrid-mpc

Repo for project/master thesis for optimisation of microgrid using MPC.

microgrid-resilience

Repository for Master's Thesis project consisting in a MPC algorithm for Solar-plus-Storage microgrid control, dealing with grid outage uncertainty.

neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

omlt

Represent trained machine learning models as Pyomo optimization formulations

open

Open Platform for Energy Networks

p2p-communities-pv-battery

pev_battery_charge

Battery charge management environment, designed as a multi-agent scenario with continuous observation and action space, where the agents are charging stations that must meet the energy requirements of a previously-scheduled group of PEVs (Plug-in Electric Vehicles), constrained to a local power supply restriction, and a global restriction from the containing Load Area.

pownet

PowNet: Network-constrained Unit Commitment / Economic Dispatch model in Python with data for Cambodian power system