the system works for a few days. All relays operate as expected. The temperature sensors report temperature accurately. I'm not sure how replacing relays with LEDs would provide any more insight. The relay boad does have optocoupler isolation - simiarl to this one:
How can I determine if there are voltage spikes on swithcing and what could be done to address this?