Real-Time Co-optimization of Energy & Ancillary Services Demand Curves

Explore the concept of constructing demand curves for Regulation Up Service, Regulation Down Service, and Responsive Reserve Service from the ERCOT public data. Learn about modifying individual AS demand curves and allowing overlaps to enhance co-optimization and efficiency. Dive into an example AS demand curve for the summer of 2015, depicting proposed demand curves based on ORDC data and reserve quantities. Delve into specific hour block demands for Regulation and Responsive Reserve services, as well as Non-Spinning reserve curves.

• Energy optimization
• Ancillary services
• Demand curves
• ERCOT
• Co-optimization

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1. AS Demand Curves for Real-Time Co-optimization of Energy & Ancillary Services 1 ERCOT Public

2. Constructing AS Demand Curves Concept paper From the ORDC for Spinning Reserves: 1. Regulation Up Service (RegUp) Demand Curve a) Carve out RegUp Demand Curve from the first part of ORDC for Spinning Reserves 1. The width of the carve out is the required MW for RegUp 2. Regulation Down Service (RegDn) Demand Curve a) RegDn Demand Curve is the same as the RegUp Demand Curve in terms of price but the MW width of the RegDn Demand Curve is equal to the RegDn MW requirement 3. Responsive Reserve Service (RRS) Demand Curve a) Carve out RRS Demand Curve from the remaining part of ORDC for Spinning Reserves after removing the RegUp requirement 1. The width of the carve out is the required MW for RRS From the ORDC for the combined Spinning and Non-Spinning Reserves: 4. Non-Spin Service (Non-Spin) Demand Curve a) Carve out Non-Spin Demand Curve from the ORDC for the combined Spinning and Non-Spinning Reserves starting from the MW point equal to the sum of the RegUp and RRS MW requirement 2 ERCOT Public

3. Constructing AS Demand Curves Other Ideas ? 1. Another approach would be to modify the carve out of the individual AS demand curves from the ORDC, but allow the carve outs of the ORDC to OVERLAP 3 ERCOT Public

4. Constructing AS Demand Curves Concept paper $/MW RegUp Demand Curve ORDC Spinning Reserves RRS Demand Curve MW $/MW ORDC Combined Spinning & Non-Spinning Reserves MW Non-Spin Demand Curve 4 ERCOT Public

5. Example AS Demand Curve for 2015 Summer Attached are 12 separate proposed demand curves based on the following: 1. Summer 2015 ORDC curves for spinning and non spinning reserves based on the mean and standard deviation (mu and sigma). 2. Overlay the estimated Regulation and Responsive Reserve quantities to the spinning reserve ORDC. 3. All remaining reserves considered Non-Spinning. 4. Examples use a SWOC of 3,000 $/MWh, VOLL 9,000 $MWh, with a maximum demand curve price of 6,000 $/MWh 5 ERCOT Public

6. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 23-24 and 1-2 6 ERCOT Public Regulation 755 MW (HE23) Responsive Reserve 2702 MW (HE23)

7. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 23-24 and 1-2 7 ERCOT Public Non-Spin

8. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 3-6 Regulation 412 MW 8 Responsive Reserve 2702 MW (HE6) ERCOT Public (HE6)

9. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 3-6 9 ERCOT Public Non-Spin

10. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 7-10 Regulation 10 ERCOT Public 634 MW (HE7) Responsive Reserve 2702 MW (HE7)

11. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 7-10 11 ERCOT Public Non-Spin

12. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 11-14 Regulation 12 ERCOT Public 557 MW (HE11) Responsive Reserve 2538 MW (HE11)

13. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 11-14 13 ERCOT Public Non-Spin

14. Example AS Demand Curve for 2015 Summer Max price on the Demand Curve = VOLL SWOC =$9,000 - $3,000 = $6,000 $6,000 Summer 2015 Hour Block 15-18 Regulation 474 MW (HE17) Responsive Reserve 2300 MW (HE17) 14 ERCOT Public

15. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 15-18 15 ERCOT Public Non-Spin

16. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 19-22 Regulation 561 MW Responsive Reserve 2300 MW (HE20) 16 ERCOT Public (HE20)

17. Example AS Demand Curve for 2015 Summer Summer 2015 Hour Block 19-22 17 ERCOT Public Non-Spin