Power Flow System Analysis using Python PypSA Singapore Port Microgrid Example Source:S. Fang, Y. Wang, B. Gou and Y. Xu, "Toward Future Green Maritime Transportation: An Overview of Seaport Microgrids and All-Electric Ships," in IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 207-219, Jan. 2020, doi: 10.1109/TVT.2019.2950538. PyPSA Main Source: https://pypsa.readthedocs.io/en/latest/introduction.html Features: • Python Based • Calculates/Optimize linear power flow • Ability to model AC DC mesh networks • Lines and Transformers • Wind/Solar Generators • Storage units • HydroElectricity • CHP, EV’s etc… PyPSA Electric Vehicle Example Input series data for EV usage, PV Irradiance, Charger availability. Definition of components: 2 Buses PV Panel Charger EV Usage Optimized PV Panel computed to be 7kW. Source: https://pypsa.readthedocs.io/en/latest/examples/battery-electric-vehicle-charging.html PyPSA Other Examples 3 Node Network: https://pypsa.readthedocs.io/en/latest/examples/minimal_example_pf.html Wind Turbine with heat tank and water tank: https://pypsa.readthedocs.io/en/latest/examples/power-to-heat-watertank.html Multi-Link usage: CHP with fixed heat-power ratio: https://pypsa.readthedocs.io/en/latest/examples/chp-fixed-heat-powerratio.html