ev-fleet-demo

#!/bin/bash

######################################################################
# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. #
# SPDX-License-Identifier: MIT-0                                     #
######################################################################

############################################################################################
# EV Fleet Demo Description:
# --------------------------
# This script demonstrates an application of the aws-do-pm framework for a fleet of Electric Vehicles.
# A a configured number of electric vehicles, each driving a specified number of routes is simulated
# through generation of vehicle, route, and battery data using an emperical model.
# A generic neural network model is then trained with a dataset combined from all initial routes.
# Each next vehicle route is predicted by the model. When actual data becomes available,
# the prediction error is calculated and if it is above a configured threshold, the model
# for that vehicle is updated before a prediction for the following route is made.
# This workflow is applied in parallel for each vehicle, in effect creating a digital twin
# which is always up-to-date and provides a prediction for the upcoming route for a 
# fleet of electric vehicles.
# This demo has a route first approach. A model service is deployed for each vehicle.
# When the vehicle model needs to be updated, the current service is destroyed, and the updated
# model is deployed as the new model service. 
############################################################################################



source .env
export QUIET=true
export PYTHONPATH=${PROJECT_HOME}/src/python
stty sane

# If needed, set target orchestrator
if [ ! "$TO" == "$PM_TO" ]; then
        echo $PM_TO > wd/.to
        source .env
fi

NUM_PLATFORM_CONTAINERS=$(./status.sh | grep platform | wc -l)

echo ""
echo "============================================================="
echo "    Launching $NUM_PLATFORM_CONTAINERS groups"
echo "============================================================="
echo ""

TIMESTAMP_START=$(date +%Y%m%d-%H%M%S)
TIME_START=$(date +%s)
echo ""
echo "Launch time: ${TIMESTAMP_START}"
echo ""

python src/python/example/ev/ev_fleet_demo_init.py --config src/python/example/ev/ev_fleet_demo.json

./cp-to.sh platform 1 src/python/example/ev/ev_fleet_demo.json ${PM_ROOT_PATH}/tmp/ev_fleet_demo.json

python src/python/example/ev/ev_fleet_demo_launch.py --config ${PM_ROOT_PATH}/tmp/ev_fleet_demo.json --groups $NUM_PLATFORM_CONTAINERS


TIMESTAMP_END=$(date +%Y%m%d-%H%M%S)
TIME_END=$(date +%s)

stty sane
echo ""
echo "Launch end time: ${TIMESTAMP_END}"
echo ""
echo "Total elapsed time: $(( (${TIME_END} - ${TIME_START})/60 )) minutes"
echo ""
echo "Total number of groups: $NUM_PLATFORM_CONTAINERS"
echo ""