MISO Energy Storage Study Phase 1 Report - Utility Wind ...
MISO Energy Storage Study Phase 1 Report - Utility Wind ...
MISO Energy Storage Study Phase 1 Report - Utility Wind ...
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LIST OF FIGURES<br />
Figure 1-1: RPS Mandates and Goals Within the <strong>MISO</strong> Footprint (Source <strong>MISO</strong>).................... 1-3 <br />
Figure 2-1: Average Hourly <strong>Wind</strong> Generation and Prices in <strong>MISO</strong> 2008-2011 (Source<br />
Iowa Stored <strong>Energy</strong> Park Analysis).................................................................................... 2-2 <br />
Figure 2-2: Operational Planning Timeframes in ISO Balancing Markets (Source EPRI) ......... 2-4 <br />
Figure 2-3: <strong>MISO</strong> <strong>Wind</strong> Curtailment 2008-2010 (Source <strong>MISO</strong> State of Market Monitor) ......... 2-7 <br />
Figure 3-1: Representative Positioning of <strong>Energy</strong> <strong>Storage</strong> Technologies (Source EPRI) ......... 3-3 <br />
Figure 3-2: FERC Registered Pumped <strong>Storage</strong> Projects, July 2011 ......................................... 3-4 <br />
Figure 3-3: Pumped <strong>Storage</strong> Capacity Worldwide (GW) Source <strong>MISO</strong>..................................... 3-5 <br />
Figure 3-4: Fast Response Capabilities for Adjustable Speed PHS (Source <strong>MISO</strong>) ................. 3-5 <br />
Figure 3-5: Advanced CAES Plant Schematic (Source:EPRI)................................................... 3-7 <br />
Figure 4-1: <strong>MISO</strong> RT SCED Dispatch Algorithm........................................................................ 4-5 <br />
Figure 5-1: EGEAS and PLEXOS Model Interaction ................................................................. 5-2 <br />
Figure 5-2: EGEAS Screening Curve with PSH and CAES (PHS and CAES are “mid”<br />
values - $2250/kW and $1250/kW respectively, CO2 tax= 0 in this case, Source<br />
<strong>MISO</strong>)................................................................................................................................. 5-6 <br />
Figure 5-3: 2011 Installed Capacities by Fuel Category Assumption for <strong>MISO</strong> <strong>Energy</strong><br />
<strong>Study</strong> .................................................................................................................................. 5-9 <br />
Figure 5-4: PLEXOS CAES <strong>Storage</strong> Model Output (Source <strong>Energy</strong> Exemplar) ...................... 5-11 <br />
Figure 6-1: One Branch of the EGEAS <strong>Energy</strong> <strong>Storage</strong> Analysis Decision Tree....................... 6-2 <br />
Figure 6-2: Results from <strong>Phase</strong> 1 EGEAS <strong>Energy</strong> <strong>Storage</strong> Analysis Showing<br />
Circumstances Where CAES is Selected .......................................................................... 6-2 <br />
Figure 6-3: Simple Load Duration Curve Illustration Showing <strong>Wind</strong> Impact on <strong>Storage</strong><br />
Charging and Generation................................................................................................... 6-4 <br />
Figure 7-1: Detailed vs Aggregated Transmission Areas for PLEXOS Simulation .................... 7-2 <br />
Figure 7-2: Three Stage Process to Decompose Long-Term <strong>Storage</strong> Constraints into the<br />
Real Time Market with PLEXOS ........................................................................................ 7-4 <br />
Figure 7-3: PLEXOS Initial Results – CAES. Higher Variable Costs and Efficiency<br />
Losses Cause CAES to Only Operate for Limited Periods ................................................ 7-5 <br />
Figure 7-4: PLEXOS Initial Results – PHS. At a Lower Variable Cost Than CAES, PHS<br />
Operates more Frequently ................................................................................................. 7-5 <br />
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