pymfm

Packages

• pymfm.control package
  • Subpackages
    • pymfm.control.algorithms package
      • Submodules
      • pymfm.control.algorithms.optimization_based module
      • pymfm.control.algorithms.rule_based module
      • Module contents
    • pymfm.control.utils package
      • Submodules
      • pymfm.control.utils.data_input module
      • pymfm.control.utils.data_output module
      • pymfm.control.utils.mode_logic_handler module
      • Module contents
  • Module contents
• pymfm.scenario_forecast_kit package
  • Submodules
  • pymfm.scenario_forecast_kit.forecast_generation module
    • calc_dynamic_factor()
    • calc_load_scaling_factor()
    • calc_total_load()
    • generate_forecast()
  • pymfm.scenario_forecast_kit.scenario_generation module
    • generate_scenario()
  • Module contents

examples

Packages

• pymfm.examples.control package
  • Submodules
  • pymfm.examples.control.near_real_time_rule_based module
    • main()
  • pymfm.examples.control.scheduling_optimization_based module
    • main()
  • pymfm.examples.control.scheduling_rule_based module
    • main()
  • Module contents
• pymfm.examples.scenario_forecast_kit package
  • Submodules
  • pymfm.examples.scenario_forecast_kit.forecast_and_scenario_generation module
    • main()
  • Module contents

pymfm examples

pmfm allows you to run multiple examples under three main use cases:

• UC1: (near) real-time operation mode with Rule-Based (RB) control logic

• UC2: scheduling operation mode with Rule_Based (RB) control logic

• UC3: scheduling operation mode with Optimization-Based (OptB) control logic

With the help of scenario_forecast_kit, a wide variety of UC scenarios can be generated. Additionally, json samples for the above-mnentioned UCs are already provided under src/exapmples/control/inputs for the comfort of the users. With the combination of different input paramaters and profiles, it is possible to run multiple UC scenarios as listed below:

UC1 can be acompanied by a (near) real-time power delivery/reception request acting as a power boundary for the microgrid. UC1 and UC2 can handle only a single Community Battery Energy Storage (cbes) unit. UC3 can handle multiple storage units including Household Battery Energy Stoarge (hbes) units, ensure a target Final SoC for cbes, deliver/receipt bulk energy from flexible storage units, curtail PV generation output, and limit the net power exchange of the microgrid according to a predefined upper and lower bound profile.

UC	Control logic		Operation mode		BES			Bulk	PV curtail	Power boundary
	OptB	RB	Real time	Scheduling	Single cbes	cbes&hbes	Final SoC
1_1		x	x
1_2		x	x							x
2		x		x	x
3_1	x			x	x
3_2	x			x	x				x
3_3	x			x	x					x
3_4	x			x	x				x	x
3_5	x			x	x		x
3_6	x			x	x		x		x
3_7	x			x	x		x			x
3_8	x			x	x		x		x	x
3_9	x			x	x			x		x
3_10	x			x	x			x	x
3_11	x			x	x			x		x
3_12	x			x	x			x	x	x
3_13	x			x	x		x	x
3_14	x			x	x		x	x	x
3_15	x			x	x		x	x		x
3_16	x			x	x		x	x	x	x
3_17	x			x		x
3_18	x			x		x			x
3_19	x			x		x				x
3_20	x			x		x			x	x
3_21	x			x			x
3_22	x			x			x		x
3_23	x			x			x			x
3_24	x			x			x		x	x
3_25	x			x				x
3_26	x			x				x	x
3_27	x			x				x		x
3_28	x			x				x	x	x
3_29	x			x			x	x
3_30	x			x			x	x	x
3_31	x			x			x	x		x
3_32	x			x			x	x	x	x