Algorithm Update - Solar Analytics is now even better at identifying when your solar has shut down

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Solar Analytics Zero Production algorithm update

If your solar stops working you’ll want to know immediately because zero production means zero savings from solar.

The good news is we’ve recently made improvements to our unique algorithm that detects a zero production fault – it’s now much faster and more reliable, avoiding false alerts.

Solar graph showing no production earth fault

The graph above shows that this site stopped producing any energy just before 9am.

 

What causes zero production?

Here are some of the reasons a solar system might stop producing energy:

Faults in the system

  • Faulty inverter

  • Tripped circuit breaker

  • Blown fuse

  • Faulty wiring or connectors

  • Faulty panels blocking the flow of electricity to the whole system

  • High or low grid voltage, causing the inverter to shut down

  • Earth fault - due to poor wiring insulation - which causes the inverter to shut down 


Low light

Dark clouds, nighttime and shading from nearby buildings or trees can cause zero production. Our improved algorithms are able to detect if low light is the likely cause and won’t send you a false fault alert. 


Monitoring issues 

If the monitoring system is not properly set up or has a hardware fault, you might get false alerts or miss valuable alerts. 

The emails you receive from us in the first weeks after your installation should help you learn how to understand your Solar Analytics Dashboard. 

If something on the dashboard looks odd, or you are receiving fault alerts you think are incorrect, contact your installer or our support team to investigate.

 

Hybrid battery inverters or zero-export limits

Our fault diagnostics are not currently able to accurately detect zero production where your system has a hybrid battery inverter (one inverter for both the battery and the solar panels) or zero-export limiting.

Solar Analytics is still great for seeing what these systems are producing and managing energy consumption, but the energy production profiles are different to standard systems and this could cause false fault alerts. We can disable the diagnostics in these cases, so please let us know if you have such a set up.

 

Why is it more accurate now?

The longer your site is monitored by Solar Analytics, the more accurate our diagnostics become. This is now true for our improved zero production algorithms which also become more sensitive and accurate as more historical data is drawn from the site. 

We look at what is being produced at any given moment, and combine this with both recent and long-term production history to determine the likelihood of a genuine zero production fault. If it is inconclusive, the algorithm continues to take more data until it can be sure there is a fault.  

This means that some faults will be detected within an hour and others may take longer, particularly if they are in the early morning or late afternoon.

 

We can more accurately analyse individual channels

If you receive a zero production fault alert but your dashboard still shows energy production, it could be because one part of the system has an issue. 

We are now able to look at every solar measurement channel individually. This allows us to find faults on one inverter, even if there are others on the same site that are working fine. 

A zero production fault alert may also be sent to you if one phase of a three-phase inverter is not producing correctly or being measured correctly. 

 

We now identify Earth Faults more accurately

An ‘Earth fault’ (also known as a ground fault, isolation fault or leakage current) means the current from the solar panels has taken an incorrect path due to a system defect. 

This could be due to poor wiring insulation and the presence of moisture, causing inverter shutdown. 

Often, such faults will occur in the morning and then appear to be fixed soon after as the moisture dries up. This is still a problem as it is a potential safety hazard and is likely to get worse over time. 

Our new algorithm is smarter at detecting faults in the morning and detecting faults that only last a short time. This means it is better at detecting Earth faults. 

If you regularly get fault alerts in the morning, but you can’t see anything obviously wrong, this might be the cause. Contact your installer and have the system checked.

 Solar graph showing good solar production

Normal production

 Solar graph showing no production earth fault

Likely Earth Fault until 8am

 

No more false alerts

Our new algorithm is simply more accurate. When the system is correctly set up, there are virtually no false alerts. 

So if you receive a zero-production alert, there is either something wrong with the system or something wrong with the set-up. 

 

Our testing shows that our algorithms find faults that even our engineers with specialist solar degrees didn’t find. That means they can spend their time better supporting our reseller and installer partners as we continue to grow.