SetpointEnergyCarbonRewardFunction

Purpose: Implements a reward function that balances productivity, energy cost, and carbon emissions.

Key Attributes

Inherits from BaseSetpointEnergyCarbonRewardFunction.
electricity_energy_cost: Instance of BaseEnergyCost for electricity.
natural_gas_energy_cost: Instance of BaseEnergyCost for natural gas.
energy_cost_weight: Weight for energy cost in the reward.
carbon_cost_weight: Weight for carbon emissions in the reward.
carbon_cost_factor: Cost per kilogram of carbon emitted.
reward_normalizer_shift: Shift applied to the reward for normalization.
reward_normalizer_scale: Scale applied to the reward for normalization.

Key Methods

__init__(...): Initializes the reward function with energy cost and carbon emission parameters.
compute_reward(energy_reward_info): Computes the reward value by considering productivity, energy costs, and carbon emissions.

Reward Calculation Logic

Calculates the productivity reward based on zone temperatures and occupancy.
Computes the energy costs and carbon emissions for electricity and natural gas.
Applies weights to each component (productivity, energy cost, carbon cost).
Normalizes and combines these components to produce the final reward.

Back to Reward Functions