Shelly EM sensor

Configuration
2

Please format your pasted conifig like this in future: https://community.home-assistant.io/t/how-to-help-us-help-you-or-how-to-ask-a-good-question/114371#oneone-format-it-properly-16

Create a template binary sensor like this:

(configuration.yaml)

template:
  - binary_sensor:
      - name: "Pool Pump"
        device_class: running 
        state: "{{ states('sensor.shellyem_a4e57cba99c7_channel_2_power')|float(0) > 100 }}"
        availability: "{{ states('sensor.shellyem_a4e57cba99c7_channel_2_power')|is_number }}"

Change the number 100 to half the power observed when your pump is running.

Use this binary sensor (binary_sensor.pool_pump) in your history stats sensor.