Add storage lifecycle counting to the pyomo dispatch

[genevievestarke]

Add storage lifecycle counting to the pyomo dispatch

The ability to count storage (battery) life cycles and add them into the pyomo optimization problem was a capability that existed in HOPP, but does not exist yet in H2I.

Proposed solution

It would need to be integrated throughout the pyomo dispatch structure: inputs, through to the objective function, and added as a variable in the PyomoRuleStorageMinOperatingCosts class.
Some of the code used in HOPP to achieve this is below:

        # TODO: implement and test lifecycle counting
        # if self.config.include_lifecycle_count:
        #     self.lifecycle_cost = (
        #         self.options.lifecycle_cost_per_kWh_cycle
        #         * self._system_model.value("nominal_energy")
        #     )

        # self.cost_per_charge = self._financial_model.value("om_batt_variable_cost")[
        #     0
        # ]  # [$/MWh]
        # self.cost_per_discharge = self._financial_model.value("om_batt_variable_cost")[
        #     0
        # ]  # [$/MWh]

Alternatives considered

Additional context