Today, I’m presenting at the #CIDER17 conference in Sydney.
This conference, is focused on DER integration with networks in the Asia-Pacific, and nowhere is this more relevant than here in Australia. In my presentation, I am launching of our grid-based solar forecasting API, which has now gone live in beta with a total of 8 Australian distribution networks now available (3 more added soon...).
This API deployment is a part of our ARENA funded distributed solar forecasting and modelling project where we are tasked with the integration solar forecasts into LV network operations. Here, we have two key outcomes. First, to make accessing solar forecasts easy, scalable and to directly integrate them with the existing software in use by the DNSPs. And second, raise the allowable penetrations of solar PV in these networks through #orchestration and proactive (rather than reactive) LV network management.
Integration via an API Framework
With that first outcome in mind, we have chosen an API framework for the delivery of our solar forecasting service. This API is straightforward and built to start the integration process. Data from the API can be previewed in an HTML page for ease of use or testing, but can also be downloaded in specific data formats including JSON, XML and CSV via your own scripts. Over the next year, we’ll be focusing in on building integrations for your load flow & network modelling software of choice – so be sure to provide us your feedback on what development you’d like to see in this space.
Getting to the grid-based API specifics, lets start off with “the how” we create the forecasting aggregations exposed in this API service. Using the installed DER metadata for small-scale solar PV sites, provided by DNSPs, we have been able to:
- Generate PV power output forecasts & estimated actuals by matching the radiation estimates from our satellite nowcasting system to the locations and characteristics of the installed PV sites
- We then aggregate the PV power output forecasts to the upstream distribution transformers and zone substations; providing the total PV power output forecast for those networks assets
- Finally, we expose this forecast data via an API framework, which currently makes these aggregations available the zone substation level
Once these aggregations are completed, participating DNSPs are able to retrieve forecasts (as well as estimated actuals, more on that soon) via a wide variety of methods and file formats (as discussed above). DNSPs first must register for the Solcast API services, and then are granted access to these aggregations for their network via their unique API key. We have instructions available on how to retrieve these forecasts & use the API, which is available on request (just send us an email!).
At this time, we have a total of 3 API endpoints unique to each DNSP:
- The ability to retrieve the API’s list of zone substation names available for forecast retrieval. This makes it easy to access the next two endpoints…
- An endpoint which provides a 0-7 day forecast, at 30 minute intervals (updated behind the scenes every 10 minutes) for the specified zone substation
- An endpoint which allows the DNSP to retrieve the estimated actuals for the downstream PV sites at that asset. The estimated actuals are a look back at the past 7 days, at 30 minute intervals using the valid satellite scan from that time [no forecasting involved] (Note: this will be expanded to reach back further soon!)
#CIDER17 Demo of the API:
In the interest of showing off the capabilities of this API system, I am attaching the following screenshots and images of the API in actions. Several of these images are from forecasts & estimated actuals retrieved just prior to this talk, the remainder are from other events of interest.
Help Us Improve: Our Priority Here is DNSP Testing & Feedback
At this stage, we are asking DNSPs to access, analyse and critically review this API offering. We want to know how they will use it, what features they’d like to see added and where we can integrate with existing software and operational strategies.
Looking Ahead: LV Network Orchestration
Getting back to outcome #2, raising the allowable penetration levels of solar PV in our LV networks, we turn to what I believe becomes possible with this grid-based solar forecasting API: using this service in the #orchestration of DER services to LV networks. By mapping solar variability to our LV networks, we can pair it up with solutions in demand management, energy storage and smart inverters. With 10GW of small-scale solar, 4GW of large scale solar and 500k energy storage systems on the way by 2020 – I believe this our API can directly contribute to the successful integration of the incoming high penetrations of DER.
Zooming out, orchestration is really the forefront of the renewables powered transition now underway across the Asia Pacific. In this effort, we must look to turn intermittency into opportunity (on that topic, watch the video embedded here). Our ANU/Solcast team is working on precisely that! And we plan to make the API open to collaboration in that regard (have you seen our data sharing campaign for researchers?), wherever our DNSP partners determine that to be beneficial.
In Closing, Our Message: Let's Collaborate!
Thanks for taking the time to read this blog post and review the above information. If you are an Australian DNSP project partner, all of the API related services are open to use across your entire organisation. Please share it widely and freely – we can handle any amount of requests that you throw at the API, so have fun.
If you are interested in deploying a similar solution (bottom up DER mapping of solar, deployment of a solar forecasting API service for solar farms and small-scale solar sites) elsewhere across the Asia-Pacific, get in touch with Solcast directly. We’re looking for opportunities to collaborate across the Himawari 8 domain!
-Dr. Nick Engerer-