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cff-version: 1.2.0
message: "If you use this software, please cite it as below and consider citing the related publication."
type: software
title: "flixopt"
version: 6.1.2 # x-release-please-version
date-released: 2026-03-30
url: "https://github.com/flixOpt/flixopt"
repository-code: "https://github.com/flixOpt/flixopt"
license: MIT
abstract: "FlixOpt (Flexible, Low-entry, Investment, X-sector OPTimization) is a comprehensive framework for modeling and optimizing energy and material flow systems in Python. It enables optimization of diverse applications including district heating networks, industrial production lines, renewable energy portfolios, and supply chain logistics. Built on modern scientific Python stack (linopy and xarray), it provides a progressive enhancement approach allowing users to start with simple models and incrementally add complexity such as multi-period investments, stochastic scenarios, and custom constraints. The framework simplifies the creation of global constraints and switching objectives through its 'effect' concept. The framework is designed for researchers and engineers in energy systems, industrial process optimization, and operations research."
keywords:
  - optimization
  - energy systems
  - energy flow modeling
  - linear programming
  - mixed-integer programming
  - MILP
  - operations research
  - python
  - district heating
  - renewable energy
  - multi-period optimization
  - investment optimization
  - capacity planning
  - energy modeling
  - sector coupling
  - energy transition
  - industrial processes
  - stochastic optimization
  - linopy
  - xarray
authors:
  - family-names: Bumann
    given-names: Felix
    email: felixbumann387@gmail.com
    affiliation: "SachsenEnergie AG"
    orcid: "https://orcid.org/0009-0006-0765-4789"
  - family-names: Panitz
    given-names: Felix
    email: baumbude@googlemail.com
    affiliation: "Fraunhofer Research Institution for Energy Infrastructures and Geotechnologies IEG"
    orcid: "https://orcid.org/0009-0007-7030-6987"
  - family-names: Stange
    given-names: Peter
    email: peter.stange@tu-dresden.de
    affiliation: "Chair of Building Energy Systems and Heat Supply, TU Dresden"
    orcid: "https://orcid.org/0009-0001-6407-1495"
identifiers:
  - type: doi
    value: "10.18086/eurosun.2022.04.07"
    description: "Software-supported Investment Optimization for District Heating Supply Systems"
  - type: url
    value: "https://flixopt.github.io/flixopt/latest/"
    description: "Documentation"
  - type: url
    value: "https://pypi.org/project/flixopt/"
    description: "PyPI package"
references:
  - type: conference-paper
    authors:
      - family-names: Panitz
        given-names: Felix
      - family-names: Behrends
        given-names: Tim
      - family-names: Stange
        given-names: Peter
    title: "Software-supported Investment Optimization for District Heating Supply Systems"
    year: 2022
    conference:
      name: "EuroSun 2022"
    doi: "10.18086/eurosun.2022.04.07"