BeerFMTEnv

Beer is one of the oldest and most widely consumed alcoholic drinks in the world, and we have a lot of ways to produce them. This class provides a typical (and naive) simulation of the industry-level beer fermentation process. The only input that the simulation takes is the reaction temperature. The end goal in this simulation is to reach the stop condition (finish production) with a certain time limit, the quicker the better.

To better assist any control algorithms on this simulation, we also provided a . Please consult the ‘profile_industrial’ in the BeerFMT section here for more details.

BeerFMTEnv module

BeerFMT simulates the Beer Fermentation process.

class quarticgym.envs.beerfmtenv.BeerFMTEnvGym(dense_reward=True, normalize=True, observation_relaxation=1.0, action_dim=1, observation_dim=8)

Bases: quarticgym.envs.utils.QuarticGymEnvBase

reaction_finish_calculator(X_A, X_L, X_D, S, EtOH, DY, EA)

reset()

required by gym. This function resets the environment and returns an initial observation.

step(action)

required by gym. This function performs one step within the environment and returns the observation, the reward, whether the episode is finished and debug information, if any.

quarticgym.envs.beerfmtenv.beer_ode(points, t, sets)

Beer fermentation process