RouteE-Powertrain How to use NatLabRockies/routee-powertrain-model-library with RouteE-Powertrain:
# pip install routee.powertrain
import pandas as pd
import routee.powertrain as pt
from routee.powertrain.registry import HFRegistry
registry = HFRegistry(repo_id="NatLabRockies/routee-powertrain-model-library")
# find a vehicle: filter by make, model, year, powertrain type, features, ...
pt.query_available_models(make="tesla", model="model 3", registry=registry)
# load one by its id: "<make>/<vehicle_slug>/<year>/<config_slug>"
model = pt.load_model("tesla/model_3_bev/2022/rf_c3326385", registry=registry)
links = pd.DataFrame({
"distance": [0.1, 0.2], # miles
"speed_mph": [30, 55],
"grade_percent": [-2.0, 1.0],
})
model.predict(links) 
