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Bill Johnson's avatar

Yes, Grid Sim is my model. I have been developing & refining it for > 5 years.

I use real-time data to reconcile it against reality and the results are always good. Some differences of course, but they are minor and have mostly to do with operators decisions. (i.e. individual generators like coal, gas, etc might vary a little, but total Hydrocarbons are always close. Hydro is challenging since it is seasonal, but I have past real-time data to adjust inputs.

To give you some idea of the scope, each time-segment has 216 individual calculation steps many of which include logic tests.

I use 5-minute data so there are 105408 time segments in a year

Total calculations per run are 22.8 Million. Needless to say, changes aren't quick!

I have worked with David's "foresight" concept, but it is meaningless and I do not include it. Due to how my model functions by looking at discrete time-segments the concept is meaningless. I use a full year of real-time data so there is no need for foresight.

I did experiment with David's idea of using nat gas to top up storage. However, after many runs and tests, I found it did not make any difference. I have also studied the concept on the ERCOT (Texas) grid and found the same thing. It just adds costs.

I am currently working on a Substack article providing details of how GridSim works. It be a while before I can publish it, but I will make sure you see it.

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Chris Bond's avatar

Hi Bill, thank you, lots for me to chew on there.

Question: is "GridSim" your model?

Further comments on DO's "simulation" methodology which I've only hammered out via LinkedIn the last couple of days:

Per FAQ 3 way down at the bottom of his Renew Economy article:

"3. Does your model assume perfect foresight? For the first 6 days of each 7-day simulation, my model assumes 24 hours perfect foresight. That is, it knows exactly what the wind, solar and demand will be 24 hours in advance. AEMO can reasonably accurately predict these quantities 24 hours in advance (and beyond), though not perfectly. For the last day of my 7-day simulation, the length of the perfect foresight linearly reduces to zero hours."

On LI he stated he has recently reduced this to 16 hours of perfect foresight i.e. forecasting.

And when his "simulation" sees tricky conditions ahead in the 16 hours, it optimises / completely changes dispatch of Hydro, adds 'other' if necessary to charge storage, all to achieve lower Curtailment overall.

[link to some of it]

https://www.linkedin.com/feed/update/urn:li:ugcPost:7343174619756986368?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7343174619756986368%2C7343629772662472704%29&replyUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7343174619756986368%2C7345042875933491201%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287343629772662472704%2Curn%3Ali%3AugcPost%3A7343174619756986368%29&dashReplyUrn=urn%3Ali%3Afsd_comment%3A%287345042875933491201%2Curn%3Ali%3AugcPost%3A7343174619756986368%29

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