Please help me to optimize house heating to save cost

Hello, I have came here to gather any ideas you have to help saving cost for electricity on heating of my mother’s house. We have spot eletricity instead of fix price ie there is different price every hour.

Background:

  • Heating is done via 12kW electric boiler that has Shelly (wifi) relay in it for turning the boiler on/off
  • Standard wall radiators are used without any smart valves
  • House have solar plant with 10kWh battery. When heating is on, battery consumption is forbiden as heating would depleted it in few hours.
  • Mom has spot electricity and the prices are available in Home Asisstant

Current status of heating

Some thoughs I am having
… And I cannot come to answer