events.py 606 B

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  1. # -*- coding: utf-8 -*-
  2. import scipy.io as sio
  3. from app.core.config import settings
  4. q_learning_models = {}
  5. ahu_supply_air_temp_set_dict = {}
  6. async def load_q_learning_model():
  7. base_path = settings.PROJECT_DIR
  8. summer_model_path = f'{base_path}/app/resources/ml_models/equipment/fcu/q_learning/net_1_summer.mat'
  9. winter_model_path = f'{base_path}/app/resources/ml_models/equipment/fcu/q_learning/net_1_winter.mat'
  10. q_learning_models.update({'summer': sio.loadmat(summer_model_path)['net'][0, 0][0]})
  11. q_learning_models.update({'winter': sio.loadmat(winter_model_path)['net'][0, 0][0]})