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Scheduling the TVA Hydro System Using RiverWare’s Optimization

Scheduling the TVA Hydro System Using RiverWare’s Optimization. Suzanne H. Biddle, P.E. Tennessee Valley Authority. TVA region covers 40,000 sq miles. KY. VA. NASHVILLE. NC. KNOXVILLE. TN. CHATTANOOGA. HL. SC. MS. GA. AL. Watershed Power Service Area.

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Scheduling the TVA Hydro System Using RiverWare’s Optimization

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  1. Scheduling the TVA Hydro System Using RiverWare’s Optimization Suzanne H. Biddle, P.E. Tennessee Valley Authority

  2. TVA region covers 40,000 sq miles KY VA NASHVILLE NC KNOXVILLE TN CHATTANOOGA HL SC MS GA AL Watershed Power Service Area

  3. Average annual rainfall above Chattanooga is about 51 inches and runoff is about 22 inches

  4. TVA operates the reservoir system to meet multipurpose objectives • Navigation • Flood damage reduction • Power generation • Recreation • Water quality • Water supply

  5. River Scheduling issues two hydro forecasts each day Inputs Future value of water Hourly hydropower value Inflow forecast Initial conditions Objectives 9 day optimization using marginal costs for water allocation 9 day optimization using block costs for daily generation schedule 3 day optimization using block costs for hourly generation schedule daily hydro forecast (14 days) hourly generation preschedule (current day + 2 forecast days)

  6. RiverWare Hourly Preschedule 2 Days Optimization covers short term, but also considers long term tradeoff Future Value of Water 14 - 120 Days RiverWare 6-Hourly Forecast 14 Days Observed Values 3 - 14 Days Current Day

  7. Many reservoirs follow seasonal guide curves

  8. These objectives are used in optimizing the hydro system • Day 1 outflows are fixed • Ending targets are fixed for non-storage tributaries and main river • Minimum flow requirements • Top and bottom of daily operating zone – non-storage tribs and main river only • Minimum operations guides • Flood guides • Minimize spill • Special operations • Economic objective function

  9. What does “economic objective function” mean? • All operating constraints must first be satisfied • Then, with any remaining flexibility: • Maximize avoided operating cost + delta (value of water in storage)

  10. Is water worth more this week or in future weeks?

  11. After water is allocated, block cost data is used to determine which hours to run

  12. The reservoir system is modeled as a whole for hydropower optimization

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