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RETI &
California Solar Development
       Rich Ferguson, PhD
     Research Director, CEERT
          June 4, 2009
Transmission Policy Decisions
• A very brief description of RETI
  – California’s Renewable Energy Transmission
    Initiative.
  – http://www.energy.ca.gov/reti/index.html
• Good policy decisions need a good
  quantitative foundation.
  – Historical example – banning atmospheric nuclear
    testing.


                    RETI & Solar Development           2
Conceptual Transmission Planning
• Characterize renewable resource areas;
• Identify potential network additions to existing
  system likely needed to access resource areas and
  deliver energy to load centers;
• Identify potential environmental conflicts;
• Modify proposed additions;
• Assess renewable and environmental attributes
  of proposed additions quantitatively.

                    RETI & Solar Development      3
Assessment Flow Chart




       RETI & Solar Development   4
Renewable Net Short
                         Total Retail      RPS Retail         Net Short
                         Sales (2020)      Sales 2008           2020
      LSE Name              (GWh)            (GWh)             (GWh)
SMUD                                                                2,084
Other TANC                                                          2,000
PG&E                           93,627                 9,774        21,123
PG&E Direct Access               6,814                 ???          2,249
SCE                            99,142                12,573        20,144
SCE Direct Access               9,405                   ???         3,104
LADWP                          27,776                 1,968         7,754
IID                              4,216                 671            720
Other SCCPA                      9,969                 498          2,791
SDG&E                          21,113                 1,047         5,920
SDG&E Direct Access              3,113                 ???          1,027
                Totals                                             68,916




                          RETI & Solar Development                          5
Sample of Shift Factor Matrix

                           INYK_KRAM_1      IRMT_SCEJ_1       IRMT_SCEJ_2    JULH_DESC_1
Owens Valley                      0.6588             0.0058         0.0058         -0.0006
Palm Springs                      0.0002            -0.0261        -0.0261         -0.0016
Pisgah                            0.0000             0.0142         0.0142         -0.0021
Riverside East                    0.0003            -0.0636        -0.0636         -0.0262
Round Mountain-A                 -0.0013             0.0046         0.0046         0.0000
Round Mountain-B                 -0.0013             0.0046         0.0046         0.0000
San Bernardino - Baker            0.0006             0.0045         0.0045         0.0008
San Bernardino - Lucerne          0.0000             0.0106         0.0106         -0.0015




                                RETI & Solar Development                                     6
Sample CREZ Data
                             Phase 2A Capacity (MW) updated 3/27

       CREZ Name      Biomass      Geoth.           Solar Th.   Wind      Total
Baja                         0             0                0     2,368     2,368
Barstow                      0             0            1,400       936     2,336
British Columbia             0            90                0       250       340
Carrizo North                0             0            1,600         0     1,600
Carrizo South                0             0            3,000         0     3,000
Cuyama                       0             0              400         0       400
Fairmont                   138             0            2,000     1,380     3,518
Imperial East                0             0            1,600       123     1,723
Imperial North-A             0         1,370                0         0     1,370
Imperial North-B            30             0            1,800         0     1,830
Imperial South              36            64            3,150        45     3,295
Inyokern                     0             0            2,145       287     2,432
Iron Mountain                0             0            5,600        62     5,662
Kramer                       0            24            6,185       203     6,412

                         RETI & Solar Development                                   7
CREZ Data




 RETI & Solar Development   8
Line Segment Assessment
•   Criterion A – Total Energy Score
•   SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k)]
•
•   In which:
•   SegmentScore(j) is the jth line segment in the plan;
•   ShiftFactor(j,k) is the absolute value of the shift factor for segment(j) and CREZ(k);
•   TotalEnergy(k) is the total energy potential of CREZ(k)
•   SUM indicates that the all of the results of the multiplication are to be added together.
•
•   Similarly:
•
•   Criterion B1 – Energy Weighted by Adjusted Economic Score
•   SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k) × AdjEconScore(k)]
•
•   Criterion B1 – Energy Weighted by Adjusted Environmental Score
•   SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k) × AdjEnviroScore(k)]
•
•   Criterion C – Energy of Commercial Interest Score
•   SegmentScore(j) = SUM [ShiftFactor(j,k) × CommIntEnergy(k)]


                                          RETI & Solar Development                              9
Draft Line Segment Results
                                       CREZ                         CREZ             Combined      Combined
                ABS          Cutoff    Energy CREZ        CREZ      Commercial       CREZ          CREZ
                Shift        Shift     Score     Econ     Enviro    Interest         Energy        Energy
Segment         Factors      Factors (GWh)       Score    Score     Score (GWh)      Factor        Score
ALPH4_ALPH1_1         0.07           0       423    12089      6754            305          1.03           435
ALPH4_ALPH1_2         0.07           0       423    12089      6754            305          1.03           435
ALPH4_PARK_1          0.08           0       579    17016      9295            405          1.02           593
ALPH4_PARK_2          0.08           0       579    17016      9295            405          1.02           593
ANTE_VINC_1           0.73           4    11845    429720   204451           12927          1.27       15,096
AV58_CHCV_1           0.20           0     1143     34389    18020             902          1.07         1,223
BAKR1_BARS1_1         0.90           3     6083    139217    98432            3380          0.92         5,569
BANN_AV58_1           0.17           0       893    27594    14249             670          1.06           945
BANN_CHCV_1           0.21           0     1151     35869    18290             870          1.06         1,221
BANN_DEVR_1           3.22          10    19623    589513   317690           14261          1.04       20,472
BANN_ELCN_1           0.16           1     1006     24547    15781             870          1.07         1,082
BANN_GEO_1            0.59           2     4290    140224    74928            1146          0.84         3,604
BANN_GEO_2            0.59           2     4290    140224    74928            1146          0.84         3,604
BARS1_LUGO_1          1.32           4     8570    187857   132070            3628          0.84         7,157




                                         RETI & Solar Development                                          10
Line Segment Groups
      Group                             CREZ Accessed
Foundation      all
Tehachapi       Tehachapi, Fairmont
Imperial        Imperial North A&B; Imperial South; Imperial East; Baja
IronMt          Iron Mountain; Pisgah; Needles
BarrenRidge     Inyokern, Kramer, Tehachapi, Fairmont
Delivery        all
Pisgah          Pisgah; Iron Mtn; SB Lucerne
MtPass          S. Nevada, Mtn Pass, Baker, Barstow
Riverside       Riverside East; Palm Springs; 29 Palms
NorthEast       Round Mtn A&B; Lassen N&S; N. Nevada
LEAPS
Inyo            Central Nevada, Inyokern, Kramer
North           British Columbia, Oregon, Round Mtn
Carrizo         Carrizo North, Carrizo South, Cuyama




                            RETI & Solar Development                      11
Segment Environmental Scores
            Criterion D – Energy Access Relative to Environmental Concern
       Segment Rating Score = Combined Energy Access Score ÷ Environmental Score


       Environmental Score =
       EnvFactor × LenVal × ROW_Val ×CharVal

      Where:
       EnvFactor = Value assigned for each type of right of way associated with the line
segment.
      LenVal = Value assigned to section according to segment length.
      ROW_Val = Value assigned to the segment’s right of way category.
      CharVal = Value assigned to the segment’s construction category.




                                      RETI & Solar Development                             12
Caveats and Limitations
• Assessment results are preliminary and subject to
  change.
• Only renewable energy and environmental
  attributes have been assessed.
• Best available data changes with time
  – CREZ development potential
     • BLM decisions
  – Environmental concerns
  – Cost estimation
  – Uncertainty

                       RETI & Solar Development   13
Caveats and Limitations – cont.
• Assessment results are preliminary and
  subject to change.
• Conceptual plan configuration changes with
  time
  – Power flow studies
     • Limitations of shift factor analysis
  – Scenarios



                         RETI & Solar Development   14
Caveats and Limitations – cont.
• Assessment results are preliminary and
  subject to change.
• Assessment methodology can be improved
  – Simple summation of line segment energy
    information to provide group information can be
    improved.
• Scenarios must be examined.


                    RETI & Solar Development          15
CREZ
                    Draft Group Scores
                        CREZ        CREZ        CREZ           Combined      Group       Group
               Energy   Econ       Enviro     CommInt         CREZ Energy    Enviro       Cost
 Group Name    (GWh)    Score      Score       (GWh)            (GWh)        Score     ($Million)
Foundation      51,190 1,515,622   812,237      130,424             52,759      1119       $3,481
Tehachapi       27,838 864,591     455,880       84,221             30,947        97        $728
Imperial        21,819 663,634     358,435       52,045             22,219       837       $1,311
Delivery        12,308 377,683     197,609       32,482             12,945       739       $1,075
IronMt          11,960 258,344     195,551       24,061             10,928       131        $832
Riverside        9,134 224,815     152,990       19,881              8,756       419       $1,081
Pisgah           8,473 196,096     133,922       21,602              8,411       396        $588
MtPass           7,730 173,215     123,731       14,229              6,885       252        $798
NorthEast        3,782 102,595      54,507       18,647              5,055       600        $735
LEAPS            4,625 131,975      73,114       11,912              4,753       246        $162
BarrenRidge      3,800 133,489      64,867       13,454              4,618        77        $208
North            3,410 135,942      52,773        7,495              3,536       401       $3,898
Inyo             3,686 127,854      59,346        2,031              2,880        88        $656
Carrizo          2,600    52,692    39,904        5,391              2,351        20          $78
Median Value     8,102 184,655     128,827       19,264              7,648       324        $766


                                   RETI & Solar Development                                     16
Draft Group Scores
                 Group
               Combined                           Group                           Group
              CREZ Energy                         Enviro                           Cost
   Group        (GWh)           Group             Score              Group      ($Million)
Tehachapi           30,947   Carrizo                         20   Carrizo               $78
Imperial            22,219   BarrenRidge                     77   LEAPS               $162
IronMt              10,928   Inyo                            88   BarrenRidge         $208
Riverside            8,756   Tehachapi                       97   Pisgah              $588
Pisgah               8,411   IronMt                         131   Inyo                $656
MtPass               6,885   LEAPS                          246   Tehachapi           $728
NorthEast            5,055   MtPass                         252   NorthEast           $735
LEAPS                4,753   Pisgah                         396   MtPass              $798
BarrenRidge          4,618   North                          401   IronMt              $832
North                3,536   Riverside                      419   Riverside          $1,081
Inyo                 2,880   NorthEast                      600   Imperial           $1,311
Carrizo              2,351   Imperial                       837   North              $3,898
  Median             5,970     Median                       249     Median             $731
                                 RETI & Solar Development                                17
RETI & Solar Development   18
RETI & Solar Development   19
RETI & Solar Development   20
If You Don’t Like the Results…
• Improve ?
  – Configuration
  – Line segment data
  – CREZ data
  – Environmental data
  – Cost data
  – Assessment methodology



                  RETI & Solar Development   21
Conclusions
• Solar development depends on transmission
  decisions.
• Conceptual plan and assessment results
  provide a quantitative foundation for these
  decisions.
• RETI stakeholder participation is open to all.



                    RETI & Solar Development       22

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Renewable energy transmission [CSTP 2009]

  • 1. RETI & California Solar Development Rich Ferguson, PhD Research Director, CEERT June 4, 2009
  • 2. Transmission Policy Decisions • A very brief description of RETI – California’s Renewable Energy Transmission Initiative. – http://www.energy.ca.gov/reti/index.html • Good policy decisions need a good quantitative foundation. – Historical example – banning atmospheric nuclear testing. RETI & Solar Development 2
  • 3. Conceptual Transmission Planning • Characterize renewable resource areas; • Identify potential network additions to existing system likely needed to access resource areas and deliver energy to load centers; • Identify potential environmental conflicts; • Modify proposed additions; • Assess renewable and environmental attributes of proposed additions quantitatively. RETI & Solar Development 3
  • 4. Assessment Flow Chart RETI & Solar Development 4
  • 5. Renewable Net Short Total Retail RPS Retail Net Short Sales (2020) Sales 2008 2020 LSE Name (GWh) (GWh) (GWh) SMUD 2,084 Other TANC 2,000 PG&E 93,627 9,774 21,123 PG&E Direct Access 6,814 ??? 2,249 SCE 99,142 12,573 20,144 SCE Direct Access 9,405 ??? 3,104 LADWP 27,776 1,968 7,754 IID 4,216 671 720 Other SCCPA 9,969 498 2,791 SDG&E 21,113 1,047 5,920 SDG&E Direct Access 3,113 ??? 1,027 Totals 68,916 RETI & Solar Development 5
  • 6. Sample of Shift Factor Matrix INYK_KRAM_1 IRMT_SCEJ_1 IRMT_SCEJ_2 JULH_DESC_1 Owens Valley 0.6588 0.0058 0.0058 -0.0006 Palm Springs 0.0002 -0.0261 -0.0261 -0.0016 Pisgah 0.0000 0.0142 0.0142 -0.0021 Riverside East 0.0003 -0.0636 -0.0636 -0.0262 Round Mountain-A -0.0013 0.0046 0.0046 0.0000 Round Mountain-B -0.0013 0.0046 0.0046 0.0000 San Bernardino - Baker 0.0006 0.0045 0.0045 0.0008 San Bernardino - Lucerne 0.0000 0.0106 0.0106 -0.0015 RETI & Solar Development 6
  • 7. Sample CREZ Data Phase 2A Capacity (MW) updated 3/27 CREZ Name Biomass Geoth. Solar Th. Wind Total Baja 0 0 0 2,368 2,368 Barstow 0 0 1,400 936 2,336 British Columbia 0 90 0 250 340 Carrizo North 0 0 1,600 0 1,600 Carrizo South 0 0 3,000 0 3,000 Cuyama 0 0 400 0 400 Fairmont 138 0 2,000 1,380 3,518 Imperial East 0 0 1,600 123 1,723 Imperial North-A 0 1,370 0 0 1,370 Imperial North-B 30 0 1,800 0 1,830 Imperial South 36 64 3,150 45 3,295 Inyokern 0 0 2,145 287 2,432 Iron Mountain 0 0 5,600 62 5,662 Kramer 0 24 6,185 203 6,412 RETI & Solar Development 7
  • 8. CREZ Data RETI & Solar Development 8
  • 9. Line Segment Assessment • Criterion A – Total Energy Score • SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k)] • • In which: • SegmentScore(j) is the jth line segment in the plan; • ShiftFactor(j,k) is the absolute value of the shift factor for segment(j) and CREZ(k); • TotalEnergy(k) is the total energy potential of CREZ(k) • SUM indicates that the all of the results of the multiplication are to be added together. • • Similarly: • • Criterion B1 – Energy Weighted by Adjusted Economic Score • SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k) × AdjEconScore(k)] • • Criterion B1 – Energy Weighted by Adjusted Environmental Score • SegmentScore(j) = SUM [ShiftFactor(j,k) × TotalEnergy(k) × AdjEnviroScore(k)] • • Criterion C – Energy of Commercial Interest Score • SegmentScore(j) = SUM [ShiftFactor(j,k) × CommIntEnergy(k)] RETI & Solar Development 9
  • 10. Draft Line Segment Results CREZ CREZ Combined Combined ABS Cutoff Energy CREZ CREZ Commercial CREZ CREZ Shift Shift Score Econ Enviro Interest Energy Energy Segment Factors Factors (GWh) Score Score Score (GWh) Factor Score ALPH4_ALPH1_1 0.07 0 423 12089 6754 305 1.03 435 ALPH4_ALPH1_2 0.07 0 423 12089 6754 305 1.03 435 ALPH4_PARK_1 0.08 0 579 17016 9295 405 1.02 593 ALPH4_PARK_2 0.08 0 579 17016 9295 405 1.02 593 ANTE_VINC_1 0.73 4 11845 429720 204451 12927 1.27 15,096 AV58_CHCV_1 0.20 0 1143 34389 18020 902 1.07 1,223 BAKR1_BARS1_1 0.90 3 6083 139217 98432 3380 0.92 5,569 BANN_AV58_1 0.17 0 893 27594 14249 670 1.06 945 BANN_CHCV_1 0.21 0 1151 35869 18290 870 1.06 1,221 BANN_DEVR_1 3.22 10 19623 589513 317690 14261 1.04 20,472 BANN_ELCN_1 0.16 1 1006 24547 15781 870 1.07 1,082 BANN_GEO_1 0.59 2 4290 140224 74928 1146 0.84 3,604 BANN_GEO_2 0.59 2 4290 140224 74928 1146 0.84 3,604 BARS1_LUGO_1 1.32 4 8570 187857 132070 3628 0.84 7,157 RETI & Solar Development 10
  • 11. Line Segment Groups Group CREZ Accessed Foundation all Tehachapi Tehachapi, Fairmont Imperial Imperial North A&B; Imperial South; Imperial East; Baja IronMt Iron Mountain; Pisgah; Needles BarrenRidge Inyokern, Kramer, Tehachapi, Fairmont Delivery all Pisgah Pisgah; Iron Mtn; SB Lucerne MtPass S. Nevada, Mtn Pass, Baker, Barstow Riverside Riverside East; Palm Springs; 29 Palms NorthEast Round Mtn A&B; Lassen N&S; N. Nevada LEAPS Inyo Central Nevada, Inyokern, Kramer North British Columbia, Oregon, Round Mtn Carrizo Carrizo North, Carrizo South, Cuyama RETI & Solar Development 11
  • 12. Segment Environmental Scores Criterion D – Energy Access Relative to Environmental Concern Segment Rating Score = Combined Energy Access Score ÷ Environmental Score Environmental Score = EnvFactor × LenVal × ROW_Val ×CharVal Where: EnvFactor = Value assigned for each type of right of way associated with the line segment. LenVal = Value assigned to section according to segment length. ROW_Val = Value assigned to the segment’s right of way category. CharVal = Value assigned to the segment’s construction category. RETI & Solar Development 12
  • 13. Caveats and Limitations • Assessment results are preliminary and subject to change. • Only renewable energy and environmental attributes have been assessed. • Best available data changes with time – CREZ development potential • BLM decisions – Environmental concerns – Cost estimation – Uncertainty RETI & Solar Development 13
  • 14. Caveats and Limitations – cont. • Assessment results are preliminary and subject to change. • Conceptual plan configuration changes with time – Power flow studies • Limitations of shift factor analysis – Scenarios RETI & Solar Development 14
  • 15. Caveats and Limitations – cont. • Assessment results are preliminary and subject to change. • Assessment methodology can be improved – Simple summation of line segment energy information to provide group information can be improved. • Scenarios must be examined. RETI & Solar Development 15
  • 16. CREZ Draft Group Scores CREZ CREZ CREZ Combined Group Group Energy Econ Enviro CommInt CREZ Energy Enviro Cost Group Name (GWh) Score Score (GWh) (GWh) Score ($Million) Foundation 51,190 1,515,622 812,237 130,424 52,759 1119 $3,481 Tehachapi 27,838 864,591 455,880 84,221 30,947 97 $728 Imperial 21,819 663,634 358,435 52,045 22,219 837 $1,311 Delivery 12,308 377,683 197,609 32,482 12,945 739 $1,075 IronMt 11,960 258,344 195,551 24,061 10,928 131 $832 Riverside 9,134 224,815 152,990 19,881 8,756 419 $1,081 Pisgah 8,473 196,096 133,922 21,602 8,411 396 $588 MtPass 7,730 173,215 123,731 14,229 6,885 252 $798 NorthEast 3,782 102,595 54,507 18,647 5,055 600 $735 LEAPS 4,625 131,975 73,114 11,912 4,753 246 $162 BarrenRidge 3,800 133,489 64,867 13,454 4,618 77 $208 North 3,410 135,942 52,773 7,495 3,536 401 $3,898 Inyo 3,686 127,854 59,346 2,031 2,880 88 $656 Carrizo 2,600 52,692 39,904 5,391 2,351 20 $78 Median Value 8,102 184,655 128,827 19,264 7,648 324 $766 RETI & Solar Development 16
  • 17. Draft Group Scores Group Combined Group Group CREZ Energy Enviro Cost Group (GWh) Group Score Group ($Million) Tehachapi 30,947 Carrizo 20 Carrizo $78 Imperial 22,219 BarrenRidge 77 LEAPS $162 IronMt 10,928 Inyo 88 BarrenRidge $208 Riverside 8,756 Tehachapi 97 Pisgah $588 Pisgah 8,411 IronMt 131 Inyo $656 MtPass 6,885 LEAPS 246 Tehachapi $728 NorthEast 5,055 MtPass 252 NorthEast $735 LEAPS 4,753 Pisgah 396 MtPass $798 BarrenRidge 4,618 North 401 IronMt $832 North 3,536 Riverside 419 Riverside $1,081 Inyo 2,880 NorthEast 600 Imperial $1,311 Carrizo 2,351 Imperial 837 North $3,898 Median 5,970 Median 249 Median $731 RETI & Solar Development 17
  • 18. RETI & Solar Development 18
  • 19. RETI & Solar Development 19
  • 20. RETI & Solar Development 20
  • 21. If You Don’t Like the Results… • Improve ? – Configuration – Line segment data – CREZ data – Environmental data – Cost data – Assessment methodology RETI & Solar Development 21
  • 22. Conclusions • Solar development depends on transmission decisions. • Conceptual plan and assessment results provide a quantitative foundation for these decisions. • RETI stakeholder participation is open to all. RETI & Solar Development 22