Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm
•Mixed-integer model optimizes generation investment and hourly operation decisions.•Aggregation and time sampling for reducing dimension of spatial and temporal scales.•Extension Nested Benders Decomposition for large instances of multi-period model.•Model and solution method used in Texas case stu...
Uložené v:
| Vydané v: | European journal of operational research Ročník 271; číslo 3; s. 1037 - 1054 |
|---|---|
| Hlavní autori: | , , , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Elsevier B.V
16.12.2018
|
| Predmet: | |
| ISSN: | 0377-2217, 1872-6860 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | •Mixed-integer model optimizes generation investment and hourly operation decisions.•Aggregation and time sampling for reducing dimension of spatial and temporal scales.•Extension Nested Benders Decomposition for large instances of multi-period model.•Model and solution method used in Texas case study with large computational savings.
This paper addresses the long-term planning of electric power infrastructures considering high renewable penetration. To capture the intermittency of these sources, we propose a deterministic multi-scale Mixed-Integer Linear Programming (MILP) formulation that simultaneously considers annual generation investment decisions and hourly operational decisions. We adopt judicious approximations and aggregations to improve its tractability. Moreover, to overcome the computational challenges of treating hourly operational decisions within a monolithic multi-year planning horizon, we propose a decomposition algorithm based on Nested Benders Decomposition for multi-period MILP problems to allow the solution of larger instances. Our decomposition adapts previous nested Benders methods by handling integer and continuous state variables, although at the expense of losing its finite convergence property due to potential duality gap. We apply the proposed modeling framework to a case study in the Electric Reliability Council of Texas (ERCOT) region, and demonstrate massive computational savings from our decomposition. |
|---|---|
| AbstractList | •Mixed-integer model optimizes generation investment and hourly operation decisions.•Aggregation and time sampling for reducing dimension of spatial and temporal scales.•Extension Nested Benders Decomposition for large instances of multi-period model.•Model and solution method used in Texas case study with large computational savings.
This paper addresses the long-term planning of electric power infrastructures considering high renewable penetration. To capture the intermittency of these sources, we propose a deterministic multi-scale Mixed-Integer Linear Programming (MILP) formulation that simultaneously considers annual generation investment decisions and hourly operational decisions. We adopt judicious approximations and aggregations to improve its tractability. Moreover, to overcome the computational challenges of treating hourly operational decisions within a monolithic multi-year planning horizon, we propose a decomposition algorithm based on Nested Benders Decomposition for multi-period MILP problems to allow the solution of larger instances. Our decomposition adapts previous nested Benders methods by handling integer and continuous state variables, although at the expense of losing its finite convergence property due to potential duality gap. We apply the proposed modeling framework to a case study in the Electric Reliability Council of Texas (ERCOT) region, and demonstrate massive computational savings from our decomposition. |
| Author | Venkatesh, Aranya Lara, Cristiana L. Grossmann, Ignacio E. Mallapragada, Dharik S. Papageorgiou, Dimitri J. |
| Author_xml | – sequence: 1 givenname: Cristiana L. surname: Lara fullname: Lara, Cristiana L. organization: Department of Chemical Engineering, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA – sequence: 2 givenname: Dharik S. surname: Mallapragada fullname: Mallapragada, Dharik S. organization: Corporate Strategic Research, ExxonMobil Research and Engineering Company, 1545 Route 22 East, Annandale, NJ 08801, USA – sequence: 3 givenname: Dimitri J. surname: Papageorgiou fullname: Papageorgiou, Dimitri J. organization: Corporate Strategic Research, ExxonMobil Research and Engineering Company, 1545 Route 22 East, Annandale, NJ 08801, USA – sequence: 4 givenname: Aranya surname: Venkatesh fullname: Venkatesh, Aranya organization: Corporate Strategic Research, ExxonMobil Research and Engineering Company, 1545 Route 22 East, Annandale, NJ 08801, USA – sequence: 5 givenname: Ignacio E. orcidid: 0000-0002-7210-084X surname: Grossmann fullname: Grossmann, Ignacio E. email: grossmann@cmu.edu organization: Department of Chemical Engineering, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA |
| BookMark | eNp9kMFu1TAQRS1UJF5Lf4CVfyDBdl4SB7FBLQWkVt3A2vIbT8I8JXY0dmn79-SprFh0NXcx50r3nIuzmCIK8UGrWivdfTzWeExcG6VtrdpaNcMbsdO2N1VnO3Umdqrp-8oY3b8T5zkflVK61e1OPF1jQV4oUi4EEmeEwltY0yOypDiyz4UfoDwwynX2MVKcPsk7esJQUSw4bW8rp4n9srVMckkBZ-ljkBFzwSADQlrWlKlQitLPU2Iqv5f34u3o54yX_-6F-HXz9efV9-r2_tuPqy-3FTRdW6r-MPg9WDU0HoK1AAfcQ9Mb7KwZ97bfQ4CgQXnTj0Z5OMCgOzRaq2CHtoXmQpiXXuCUM-PoVqbF87PTyp3cuaM7uXMnd061bnO3QfY_CKj404DCnubX0c8vKG6j_hCyy0AYAQPx5taFRK_hfwF1BJF- |
| CitedBy_id | crossref_primary_10_3390_en17215263 crossref_primary_10_1007_s11081_019_09435_4 crossref_primary_10_1016_j_apenergy_2021_117825 crossref_primary_10_1016_j_ejor_2021_10_003 crossref_primary_10_1016_j_apenergy_2021_117703 crossref_primary_10_1016_j_ejor_2021_06_024 crossref_primary_10_1016_j_cofs_2024_101196 crossref_primary_10_1016_j_spc_2023_09_017 crossref_primary_10_1287_ijoc_2022_1177 crossref_primary_10_1016_j_apenergy_2023_121652 crossref_primary_10_1016_j_compchemeng_2023_108135 crossref_primary_10_1016_j_compchemeng_2019_04_028 crossref_primary_10_1002_aic_18156 crossref_primary_10_1007_s11081_019_09471_0 crossref_primary_10_1016_j_omega_2025_103301 crossref_primary_10_1016_j_compchemeng_2022_107924 crossref_primary_10_1007_s11081_019_09450_5 crossref_primary_10_1016_j_compchemeng_2022_107925 crossref_primary_10_1016_j_ejor_2025_05_022 crossref_primary_10_1016_j_egycc_2023_100098 crossref_primary_10_1016_j_enconman_2024_119351 crossref_primary_10_1016_j_apenergy_2019_113715 crossref_primary_10_1016_j_eneco_2025_108397 crossref_primary_10_1016_j_ijepes_2021_107697 crossref_primary_10_1016_j_ijepes_2022_108689 crossref_primary_10_1016_j_cor_2022_105736 crossref_primary_10_1016_j_compchemeng_2020_106760 crossref_primary_10_1016_j_cie_2024_110084 crossref_primary_10_1007_s10479_024_06146_7 crossref_primary_10_1016_j_ejor_2022_04_001 crossref_primary_10_1016_j_rser_2021_111984 crossref_primary_10_1016_j_apenergy_2025_125549 crossref_primary_10_1007_s40518_019_00126_3 crossref_primary_10_1007_s10479_020_03904_1 crossref_primary_10_1016_j_compchemeng_2023_108243 crossref_primary_10_1016_j_apenergy_2019_114085 crossref_primary_10_1016_j_compchemeng_2024_108985 crossref_primary_10_1016_j_coche_2019_11_002 crossref_primary_10_1109_TEMPR_2025_3564533 crossref_primary_10_1016_j_apenergy_2022_119017 crossref_primary_10_1016_j_ejor_2020_03_048 crossref_primary_10_1038_s41467_022_31233_3 crossref_primary_10_1007_s00202_024_02253_7 crossref_primary_10_1109_TPWRS_2022_3203066 crossref_primary_10_1016_j_apenergy_2021_117696 crossref_primary_10_1088_2753_3751_ad6d6f crossref_primary_10_1016_j_compchemeng_2019_06_022 crossref_primary_10_1016_j_eneco_2020_104879 crossref_primary_10_1016_j_apenergy_2020_115224 crossref_primary_10_1038_s43247_024_01777_x crossref_primary_10_1016_j_omega_2020_102316 crossref_primary_10_1016_j_apenergy_2022_119029 crossref_primary_10_1016_j_rser_2022_112246 crossref_primary_10_1109_TSG_2022_3232545 crossref_primary_10_1016_j_compchemeng_2021_107265 crossref_primary_10_1109_TPWRS_2025_3526413 crossref_primary_10_1002_oca_2866 crossref_primary_10_1016_j_apenergy_2024_124222 crossref_primary_10_1039_D4SE00449C crossref_primary_10_1049_iet_rpg_2019_0777 crossref_primary_10_3390_computation11090179 crossref_primary_10_1007_s10107_022_01875_8 crossref_primary_10_1016_j_apenergy_2023_122002 crossref_primary_10_1039_D0EE03946B crossref_primary_10_1016_j_compchemeng_2022_107941 crossref_primary_10_1016_j_compchemeng_2023_108436 crossref_primary_10_3390_en17153780 crossref_primary_10_1016_j_compchemeng_2023_108317 crossref_primary_10_1016_j_apenergy_2019_02_012 crossref_primary_10_1016_j_ejor_2025_04_005 crossref_primary_10_1016_j_ejor_2020_05_006 crossref_primary_10_1016_j_energy_2020_118832 crossref_primary_10_1016_j_ijepes_2020_106089 crossref_primary_10_1002_net_22242 crossref_primary_10_1016_j_cie_2021_107554 crossref_primary_10_1016_j_compchemeng_2018_06_018 crossref_primary_10_1016_j_cie_2021_107636 crossref_primary_10_1016_j_ejor_2020_04_026 crossref_primary_10_1016_j_compchemeng_2025_109160 crossref_primary_10_3390_en13030641 crossref_primary_10_1016_j_segan_2024_101563 crossref_primary_10_1016_j_compchemeng_2022_108124 crossref_primary_10_1016_j_compchemeng_2024_108688 crossref_primary_10_1287_ijoo_2023_0005 crossref_primary_10_1016_j_apenergy_2020_115190 crossref_primary_10_1002_aic_16708 crossref_primary_10_1007_s11081_024_09919_y crossref_primary_10_1016_j_epsr_2020_106663 crossref_primary_10_1016_j_compchemeng_2024_108725 crossref_primary_10_1016_j_energy_2025_136552 crossref_primary_10_1109_TPWRS_2020_3033487 crossref_primary_10_3390_su131911084 crossref_primary_10_1016_j_comcom_2023_12_029 crossref_primary_10_1002_aic_16986 crossref_primary_10_1016_j_egyr_2022_09_070 |
| Cites_doi | 10.1109/59.932295 10.1007/BF01582895 10.1109/TPWRS.2008.919318 10.1016/j.epsr.2011.12.008 10.1109/TPWRS.2013.2251481 10.1023/A:1021557003554 10.1109/TPWRS.2003.811168 10.1016/j.apenergy.2015.08.054 10.1016/j.energy.2016.06.081 10.1287/opre.1080.0593 10.1016/j.apenergy.2013.05.074 10.1016/j.epsr.2016.02.011 10.1007/s12667-012-0057-x 10.1007/s12667-015-0158-4 10.1016/0098-1354(91)85027-R 10.1287/mnsc.1040.0263 10.1109/TPWRS.2011.2121095 10.1007/s10479-005-3447-9 10.1287/opre.33.5.989 10.1073/pnas.1413143112 10.1109/TPWRS.2003.814891 10.1109/TPWRS.2012.2204073 10.1007/s11149-013-9209-8 10.1109/59.627882 10.1016/j.ejor.2016.12.005 10.1016/j.ejor.2015.05.080 10.1007/s12667-012-0056-y 10.1038/nclimate2921 10.1016/j.enpol.2011.06.062 10.1109/TPWRS.2014.2313513 10.1016/j.ejor.2016.08.006 10.1109/TPWRS.2007.907894 10.1007/s10107-013-0695-3 10.1016/j.epsr.2009.10.035 |
| ContentType | Journal Article |
| Copyright | 2018 Elsevier B.V. |
| Copyright_xml | – notice: 2018 Elsevier B.V. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.ejor.2018.05.039 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science Business |
| EISSN | 1872-6860 |
| EndPage | 1054 |
| ExternalDocumentID | 10_1016_j_ejor_2018_05_039 S0377221718304466 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 6OB 7-5 71M 8P~ 9JN 9JO AAAKF AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARIN AAXUO AAYFN ABAOU ABBOA ABFNM ABFRF ABJNI ABMAC ABUCO ABYKQ ACAZW ACDAQ ACGFO ACGFS ACIWK ACNCT ACRLP ACZNC ADBBV ADEZE ADGUI AEBSH AEFWE AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHZHX AIALX AIEXJ AIGVJ AIKHN AITUG AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD APLSM ARUGR AXJTR BKOJK BKOMP BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HAMUX IHE J1W KOM LY1 M41 MHUIS MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PQQKQ Q38 RIG ROL RPZ RXW SCC SDF SDG SDP SDS SES SPC SPCBC SSB SSD SSV SSW SSZ T5K TAE TN5 U5U XPP ZMT ~02 ~G- 1OL 29G 41~ 9DU AAAKG AAQXK AATTM AAXKI AAYWO AAYXX ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADIYS ADJOM ADMUD ADNMO ADXHL AEIPS AEUPX AFFNX AFJKZ AFPUW AGQPQ AI. AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS FEDTE FGOYB HVGLF HZ~ R2- SEW VH1 WUQ ~HD |
| ID | FETCH-LOGICAL-c365t-7b9a4c8093acd88ccbe4c372e682f4874cdcd1c0a27f20acbc916e2110d8955c3 |
| ISICitedReferencesCount | 105 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000442060500019&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0377-2217 |
| IngestDate | Sat Nov 29 07:20:36 EST 2025 Tue Nov 18 22:39:05 EST 2025 Fri Feb 23 02:47:47 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Keywords | OR in energy Strategic planning Large-scale optimization |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c365t-7b9a4c8093acd88ccbe4c372e682f4874cdcd1c0a27f20acbc916e2110d8955c3 |
| ORCID | 0000-0002-7210-084X |
| PageCount | 18 |
| ParticipantIDs | crossref_primary_10_1016_j_ejor_2018_05_039 crossref_citationtrail_10_1016_j_ejor_2018_05_039 elsevier_sciencedirect_doi_10_1016_j_ejor_2018_05_039 |
| PublicationCentury | 2000 |
| PublicationDate | 2018-12-16 |
| PublicationDateYYYYMMDD | 2018-12-16 |
| PublicationDate_xml | – month: 12 year: 2018 text: 2018-12-16 day: 16 |
| PublicationDecade | 2010 |
| PublicationTitle | European journal of operational research |
| PublicationYear | 2018 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | Bouffard, Galiana (bib0008) 2008; 23 Northwest Power and Conservation Council (bib0038) 2010 NREL (National Renewable Energy Laboratory) (2016). 2016 Annual Technology Baseline (ATB) Spreadsheet. Short, Sullivan, Mai, Mowers, Uriarte, Blair (bib0056) 2011 Steeger, Rebennack (bib0058) 2017; 257 Thomé, F., Pereira, M., Granville, S., Fampa, M.: Non-convexities representation on hydrothermal operation planning using SDDP. IBM (bib0024) 2015 Birge (bib0007) 1985; 33 Flores-Quiroz, Palma-Behnke, Zakeri, Moreno (bib0019) 2016; 136 Schmidt, Hawkes, Gambhir, Staffell (bib0055) 2017; 2 North American Electric Reliability Corporation (bib0037) 2009 Poncelet, K., Delarue, E., Duerinck, J., Six, D., & D’haeseleer, W. (2014). The importance of integrating the variability of renewables in long-term energy planning models. TME Working Paper - Energy and Environment, KU Leuven, (pp. 1–18). Fisher (bib0018) 2004; 50 Frank, Steponavice, Rebennack (bib0022) 2012; 3 U.S. Energy Information Administration (EIA) (bib0060) 2016 Zhu, Chow (bib0064) 1997; 12 Frangioni (bib0020) 2005; 139 ERCOT Systems Planning (bib0017) 2014 ERCOT (bib0015) 2016 Palmintier, Webster (bib0042) 2014 Mai, Drury, Eurek, Bodington, Lopez, Perry (bib0032) 2013 Pozo, Contreras, Sauma (bib0050) 2014; 29 Papavasiliou, Oren, O’Neill (bib0043) 2011; 26 . Newell, Spees, Pfeifenberger, Karkatsou, Wintermantel, Carden (bib0036) 2014 Westinghouse Electric Corporation (bib0063) 1984 Lannoye, Flynn, O’Malley (bib0028) 2011 Pina, Silva, Ferrão (bib0046) 2011; 39 Electric Reliability Council of Texas (2011). Long Term Study Task Force Meeting - Generic Database Characteristics REV 1. Kerl, P. Y., Zhang, W., Moreno-Cruz, J. B., Nenes, A., Realff, M. J., Russell, A. G., Sokol, J., & Thomas, V. M. (2015). New approach for optimal electricity planning and dispatching with hourly time-scale air quality and health considerations. Proceedings of the national academy of sciences, 112(35), 10884–10889. doi Albadi, El-Saadany (bib0003) 2010; 80 Pereira, Pinto (bib0045) 1991; 52 Munoz, Hobbs, Kasina (bib0033) 2012 Latorre, Cruz, Areiza, Villegas (bib0029) 2003; 18 Munoz, Sauma, Hobbs (bib0034) 2013; 43 Pina, Silva, Ferrão (bib0047) 2013; 112 (2013) (submitted). Palmintier, Webster (bib0041) 2011 Velásquez Bermúdez (bib0062) 2002; 117 Ahmed (bib0002) 2016 Huang, Ahmed (bib0023) 2009; 57 ABB (bib0001) 2010 Bahiense, Oliveira, Pereira, Granville (bib0005) 2001; 16 Rahmaniani, Crainic, Gendreau, Rei (bib0052) 2016; 259 Alguacil, Motto, Conejo (bib0004) 2003; 18 Conejo, Baringo, Kazempour, Sissiqui (bib0011) 2016 O’Neill, Krall, Hedman, Oren (bib0040) 2013; 140 Nahmmacher, Schmid, Hirth, Knopf (bib0035) 2016; 112 EPRI (bib0014) 2013 Zou, J., Ahmed, S., & Sun, X. A. (2017). Multistage Stochastic Unit Commitment Using Stochastic Dual Dynamic Integer Programming. Submitted for publication. Cerisola, Álvaro Baíllo, Fernández-López, Ramos, Gollmer (bib0010) 2009; 57 Koltsaklis, Georgiadis (bib0026) 2015; 158 Macdonald, Clack, Alexander, Dunbar, Wilczak, Xie (bib0031) 2016; 6 Park, Baldick (bib0044) 2013; 28 Bakirtzis, Biskas, Chatziathanasiou (bib0006) 2012; 86 Roh, Shahidehpour, Fu (bib0053) 2007; 22 Ding, Somani (bib0012) 2010 Pozo, Sauma, Contreras (bib0051) 2013; 28 Krishnan, Ho, Hobbs, Liu, McCalley, Shahidehpour, Zheng (bib0027) 2016; 7 Potomac Economics (bib0049) 2016 U.S. Environmental Protection Agency Clean Air Markets Division (bib0061) 2013 Cadre, Papavasiliou, Smeers (bib0009) 2015; 247 Shortt, O’Malley (bib0057) 2010 Sahinidis, Grossmann (bib0054) 1991; 15 Zou, Ahmed, Sun (bib0066) 2018 ERCOT (2016b). Weather. Liu, Sioshansi, Conejo (bib0030) 2017; PP Frank, Steponavice, Rebennack (bib0021) 2012; 3 Frank (10.1016/j.ejor.2018.05.039_bib0022) 2012; 3 Ding (10.1016/j.ejor.2018.05.039_bib0012) 2010 Frangioni (10.1016/j.ejor.2018.05.039_bib0020) 2005; 139 Bakirtzis (10.1016/j.ejor.2018.05.039_bib0006) 2012; 86 10.1016/j.ejor.2018.05.039_bib0048 Munoz (10.1016/j.ejor.2018.05.039_bib0033) 2012 Palmintier (10.1016/j.ejor.2018.05.039_bib0041) 2011 Alguacil (10.1016/j.ejor.2018.05.039_bib0004) 2003; 18 Koltsaklis (10.1016/j.ejor.2018.05.039_bib0026) 2015; 158 ABB (10.1016/j.ejor.2018.05.039_bib0001) 2010 Ahmed (10.1016/j.ejor.2018.05.039_bib0002) 2016 Steeger (10.1016/j.ejor.2018.05.039_bib0058) 2017; 257 Fisher (10.1016/j.ejor.2018.05.039_bib0018) 2004; 50 U.S. Energy Information Administration (EIA) (10.1016/j.ejor.2018.05.039_bib0060) 2016 Birge (10.1016/j.ejor.2018.05.039_bib0007) 1985; 33 Munoz (10.1016/j.ejor.2018.05.039_bib0034) 2013; 43 Krishnan (10.1016/j.ejor.2018.05.039_bib0027) 2016; 7 Newell (10.1016/j.ejor.2018.05.039_bib0036) 2014 EPRI (10.1016/j.ejor.2018.05.039_bib0014) 2013 Flores-Quiroz (10.1016/j.ejor.2018.05.039_bib0019) 2016; 136 North American Electric Reliability Corporation (10.1016/j.ejor.2018.05.039_sbref0034) 2009 O’Neill (10.1016/j.ejor.2018.05.039_bib0040) 2013; 140 Papavasiliou (10.1016/j.ejor.2018.05.039_bib0043) 2011; 26 ERCOT Systems Planning (10.1016/j.ejor.2018.05.039_sbref0015) 2014 Rahmaniani (10.1016/j.ejor.2018.05.039_bib0052) 2016; 259 Short (10.1016/j.ejor.2018.05.039_sbref0051) 2011 10.1016/j.ejor.2018.05.039_bib0016 Roh (10.1016/j.ejor.2018.05.039_bib0053) 2007; 22 10.1016/j.ejor.2018.05.039_bib0059 Cerisola (10.1016/j.ejor.2018.05.039_bib0010) 2009; 57 Pina (10.1016/j.ejor.2018.05.039_bib0046) 2011; 39 Shortt (10.1016/j.ejor.2018.05.039_bib0057) 2010 Albadi (10.1016/j.ejor.2018.05.039_bib0003) 2010; 80 IBM (10.1016/j.ejor.2018.05.039_bib0024) 2015 Frank (10.1016/j.ejor.2018.05.039_bib0021) 2012; 3 10.1016/j.ejor.2018.05.039_bib0013 Macdonald (10.1016/j.ejor.2018.05.039_bib0031) 2016; 6 Lannoye (10.1016/j.ejor.2018.05.039_bib0028) 2011 Northwest Power and Conservation Council (10.1016/j.ejor.2018.05.039_sbref0035) 2010 Park (10.1016/j.ejor.2018.05.039_bib0044) 2013; 28 Zou (10.1016/j.ejor.2018.05.039_bib0066) 2018 Schmidt (10.1016/j.ejor.2018.05.039_sbref0050) 2017; 2 Zhu (10.1016/j.ejor.2018.05.039_bib0064) 1997; 12 10.1016/j.ejor.2018.05.039_bib0065 Pozo (10.1016/j.ejor.2018.05.039_bib0050) 2014; 29 Cadre (10.1016/j.ejor.2018.05.039_bib0009) 2015; 247 10.1016/j.ejor.2018.05.039_bib0025 Bouffard (10.1016/j.ejor.2018.05.039_bib0008) 2008; 23 Palmintier (10.1016/j.ejor.2018.05.039_sbref0038) 2014 Bahiense (10.1016/j.ejor.2018.05.039_bib0005) 2001; 16 ERCOT (10.1016/j.ejor.2018.05.039_bib0015) 2016 Nahmmacher (10.1016/j.ejor.2018.05.039_bib0035) 2016; 112 Westinghouse Electric Corporation (10.1016/j.ejor.2018.05.039_bib0063) 1984 Pereira (10.1016/j.ejor.2018.05.039_bib0045) 1991; 52 Conejo (10.1016/j.ejor.2018.05.039_bib0011) 2016 Sahinidis (10.1016/j.ejor.2018.05.039_bib0054) 1991; 15 Liu (10.1016/j.ejor.2018.05.039_sbref0027) 2017; PP Potomac Economics (10.1016/j.ejor.2018.05.039_sbref0044) 2016 Velásquez Bermúdez (10.1016/j.ejor.2018.05.039_bib0062) 2002; 117 Huang (10.1016/j.ejor.2018.05.039_bib0023) 2009; 57 10.1016/j.ejor.2018.05.039_bib0039 Latorre (10.1016/j.ejor.2018.05.039_bib0029) 2003; 18 Mai (10.1016/j.ejor.2018.05.039_sbref0029) 2013 Pozo (10.1016/j.ejor.2018.05.039_bib0051) 2013; 28 Pina (10.1016/j.ejor.2018.05.039_bib0047) 2013; 112 U.S. Environmental Protection Agency Clean Air Markets Division (10.1016/j.ejor.2018.05.039_bib0061) 2013 |
| References_xml | – reference: Kerl, P. Y., Zhang, W., Moreno-Cruz, J. B., Nenes, A., Realff, M. J., Russell, A. G., Sokol, J., & Thomas, V. M. (2015). New approach for optimal electricity planning and dispatching with hourly time-scale air quality and health considerations. Proceedings of the national academy of sciences, 112(35), 10884–10889. doi: – volume: 50 start-page: 1861 year: 2004 end-page: 1871 ident: bib0018 article-title: The lagrangian relaxation method for solving integer programming problems publication-title: Management Science – volume: 26 start-page: 2197 year: 2011 end-page: 2206 ident: bib0043 article-title: Reserve requirements for wind power integration: A scenario-based stochastic programming framework publication-title: IEEE Transactions on Power Systems – volume: 18 start-page: 1070 year: 2003 end-page: 1077 ident: bib0004 article-title: Transmission expansion planning: a mixed-integer lp approach publication-title: IEEE Transactions on Power Systems – volume: 57 start-page: 32 year: 2009 end-page: 46 ident: bib0010 article-title: Stochastic power generation unit commitment in electricity markets: A novel formulation and a comparison of solution methods publication-title: Operations Research – volume: 43 start-page: 305 year: 2013 end-page: 338 ident: bib0034 article-title: Approximations in power transmission planning: implications for the cost and performance of renewable portfolio standards publication-title: Journal of Regulatory Economics – year: 1984 ident: bib0063 article-title: The Westinghouse Pressurized Water Reactor Nuclear Power Plant publication-title: Technical Report – volume: 7 start-page: 297 year: 2016 end-page: 332 ident: bib0027 article-title: Co-optimization of electricity transmission and generation resources for planning and policy analysis: review of concepts and modeling approaches publication-title: Energy Systems – reference: Thomé, F., Pereira, M., Granville, S., Fampa, M.: Non-convexities representation on hydrothermal operation planning using SDDP. – volume: 33 start-page: 989 year: 1985 end-page: 1007 ident: bib0007 article-title: Decomposition and partitioning methods for multistage stochastic linear programs publication-title: Operations Research – volume: 28 start-page: 2395 year: 2013 end-page: 2402 ident: bib0044 article-title: Transmission planning under uncertainties of wind and load: Sequential approximation approach publication-title: IEEE Transactions on Power Systems – year: 2009 ident: bib0037 publication-title: Accommodating High Levels of Variable Generation. Technical Report – year: 2011 ident: bib0056 article-title: Regional Energy Deployment System (ReEDS) publication-title: Technical Report – volume: 112 start-page: 215 year: 2013 end-page: 223 ident: bib0047 article-title: High-resolution modeling framework for planning electricity systems with high penetration of renewables publication-title: Applied Energy – year: 2016 ident: bib0015 publication-title: Report on the Capacity, Demand, and Reserves (CDR) in the ERCOT Region, 2017–2026. Technical Report – volume: 16 start-page: 560 year: 2001 end-page: 565 ident: bib0005 article-title: A mixed integer disjunctive model for transmission network expansion publication-title: IEEE Transactions on Power Systems – volume: 158 start-page: 310 year: 2015 end-page: 331 ident: bib0026 article-title: A multi-period, multi-regional generation expansion planning model incorporating unit commitment constraints publication-title: Applied Energy – volume: 15 start-page: 481 year: 1991 end-page: 491 ident: bib0054 article-title: Convergence properties of generalized benders decomposition publication-title: Computers and Chemical Engineering – volume: 80 start-page: 627 year: 2010 end-page: 632 ident: bib0003 article-title: Overview of wind power intermittency impacts on power systems publication-title: Electric Power Systems Research – year: 2013 ident: bib0014 publication-title: PRISM 2.0: Regional Energy and Economic Model Development and Initial Application; US- REGEN Model Documentation. Technical Report – year: 2013 ident: bib0061 article-title: Documentation for EPA Base Case v.5 .13 Using the Integrated Planning Model publication-title: Technical Report – year: 2016 ident: bib0011 publication-title: Investment in electricity generation and transmission - decision making under uncertainty – reference: Electric Reliability Council of Texas (2011). Long Term Study Task Force Meeting - Generic Database Characteristics REV 1. – volume: PP year: 2017 ident: bib0030 article-title: Multistage stochastic investment planning with multiscale representation of uncertainties and decisions publication-title: IEEE Transactions on Power Systems – reference: (2013) (submitted). – year: 2018 ident: bib0066 article-title: Stochastic dual dynamic integer programming publication-title: Mathematical Programming – year: 2016 ident: bib0002 article-title: Blessing of binary in stochastic integer programming publication-title: Proceedings of the Fourteenth international conference on stochastic programming – volume: 6 start-page: 526 year: 2016 end-page: 531 ident: bib0031 article-title: Future cost-competitive electricity systems and their impact on us co2 emissions publication-title: Nature Climate Change – year: 2010 ident: bib0038 publication-title: Sixth Northwest Conservation and Electric Power Plan. Technical Report – volume: 12 start-page: 1722 year: 1997 end-page: 1728 ident: bib0064 article-title: A review of emerging techniques on generation expansion planning publication-title: IEEE Transactions on Power Systems – volume: 3 start-page: 221 year: 2012 end-page: 258 ident: bib0021 article-title: Optimal power flow: a bibliographic survey i publication-title: Energy Systems – volume: 2 year: 2017 ident: bib0055 article-title: The future cost of electrical energy storage based on experience rates publication-title: Nature Energy – volume: 3 start-page: 259 year: 2012 end-page: 289 ident: bib0022 article-title: Optimal power flow: a bibliographic survey ii publication-title: Energy Systems – start-page: 1 year: 2011 end-page: 7 ident: bib0041 article-title: Impact of unit commitment constraints on generation expansion planning with renewables publication-title: Proceedings of the 2011 IEEE power and energy society general meeting – volume: 86 start-page: 98 year: 2012 end-page: 112 ident: bib0006 article-title: Generation expansion planning by MILP considering mid-term scheduling decisions publication-title: Electric Power Systems Research – volume: 18 start-page: 938 year: 2003 end-page: 946 ident: bib0029 article-title: Classification of publications and models on transmission expansion planning publication-title: IEEE Transactions on Power Systems – reference: Zou, J., Ahmed, S., & Sun, X. A. (2017). Multistage Stochastic Unit Commitment Using Stochastic Dual Dynamic Integer Programming. Submitted for publication. – volume: 247 start-page: 560 year: 2015 end-page: 574 ident: bib0009 article-title: Wind farm portfolio optimization under network capacity constraints publication-title: European Journal of Operational Research – reference: ERCOT (2016b). Weather. – year: 2014 ident: bib0036 article-title: Estimating the economically optimal reserve margin in ERCOT publication-title: Technical Report – volume: 136 start-page: 232 year: 2016 end-page: 241 ident: bib0019 article-title: A column generation approach for solving generation expansion planning problems with high renewable energy penetration publication-title: Electric Power Systems Research – reference: Poncelet, K., Delarue, E., Duerinck, J., Six, D., & D’haeseleer, W. (2014). The importance of integrating the variability of renewables in long-term energy planning models. TME Working Paper - Energy and Environment, KU Leuven, (pp. 1–18). – start-page: 1 year: 2010 end-page: 6 ident: bib0057 article-title: Impact of variable generation in generation resource planning models publication-title: Proceedings of the IEEE PES general meeting – year: 2013 ident: bib0032 publication-title: Resource Planning Model: An Integrated Resource Planning and Dispatch Tool for Regional Electric Systems. Technical Report – year: 2016 ident: bib0060 article-title: Annual Energy Outlook 2016 publication-title: Technical Report – volume: 257 start-page: 669 year: 2017 end-page: 686 ident: bib0058 article-title: Dynamic convexification within nested benders decomposition using lagrangian relaxation: An application to the strategic bidding problem publication-title: European Journal of Operational Research – reference: NREL (National Renewable Energy Laboratory) (2016). 2016 Annual Technology Baseline (ATB) Spreadsheet. – year: 2010 ident: bib0001 article-title: CREZ Reactive Power Compensation Study publication-title: Technical Report – volume: 29 start-page: 2974 year: 2014 end-page: 2984 ident: bib0050 article-title: Unit commitment with ideal and generic energy storage units publication-title: IEEE Transactions on Power Systems – volume: 28 start-page: 202 year: 2013 end-page: 210 ident: bib0051 article-title: A three-level static MILP model for generation and transmission expansion planning publication-title: IEEE Transactions on Power Systems – year: 2014 ident: bib0017 publication-title: Panhandle Renewable Energy Zone (PREZ) Study Report. Technical Report – year: 2014 ident: bib0042 article-title: Heterogeneous unit clustering for efficient operational flexibility modeling publication-title: Proceedings of the 2014 IEEE PES general meeting | conference exposition – volume: 39 start-page: 4692 year: 2011 end-page: 4702 ident: bib0046 article-title: Modeling hourly electricity dynamics for policy making in long-term scenarios publication-title: Energy Policy – volume: 139 start-page: 163 year: 2005 end-page: 193 ident: bib0020 article-title: About lagrangian methods in integer optimization publication-title: Annals of Operations Research – year: 2015 ident: bib0024 article-title: IBM ILOG CPLEX Optimization Studio CPLEX User’s Manual publication-title: Technical Report – volume: 52 start-page: 359 year: 1991 end-page: 375 ident: bib0045 article-title: Multi-stage stochastic optimization applied to energy planning publication-title: Mathematical Programming – reference: . – year: 2016 ident: bib0049 article-title: 2015 State of the Market Report for the ERCOT Whole Electricity Markets publication-title: Technical Report – volume: 23 start-page: 306 year: 2008 end-page: 316 ident: bib0008 article-title: Stochastic security for operations planning with significant wind power generation publication-title: IEEE Transactions on Power Systems – start-page: 1 year: 2011 end-page: 6 ident: bib0028 article-title: The role of power system flexibility in generation planning publication-title: Proceedings of the 2011 IEEE power and energy society general meeting – volume: 112 start-page: 430 year: 2016 end-page: 442 ident: bib0035 article-title: Carpe diem: A novel approach to select representative days for long-term power system modeling publication-title: Energy – volume: 117 start-page: 21 year: 2002 end-page: 31 ident: bib0062 article-title: Gddp: Generalized dual dynamic programming theory publication-title: Annals of Operations Research – volume: 259 start-page: 801 year: 2016 end-page: 817 ident: bib0052 article-title: The Benders decomposition algorithm: A literature review publication-title: European Journal of Operational Research – start-page: 1 year: 2012 end-page: 7 ident: bib0033 article-title: Efficient proactive transmission planning to accommodate renewables publication-title: Proceedings of the 2012 IEEE power and energy society general meeting – volume: 57 start-page: 893 year: 2009 end-page: 904 ident: bib0023 publication-title: The value of multistage stochastic programming in capacity planning under uncertainty. Operations Research – volume: 140 start-page: 239 year: 2013 end-page: 266 ident: bib0040 article-title: A model and approach to the challenge posed by optimal power systems planning publication-title: Mathematical Programming – volume: 22 start-page: 1406 year: 2007 end-page: 1419 ident: bib0053 article-title: Market-based coordination of transmission and generation capacity planning publication-title: IEEE Transactions on Power Systems – start-page: 1 year: 2010 end-page: 10 ident: bib0012 article-title: A long-term investment planning model for mixed energy infrastructure integrated with renewable energy publication-title: Proceedings of the 2010 IEEE green technologies conference – year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0011 – volume: 16 start-page: 560 issue: 3 year: 2001 ident: 10.1016/j.ejor.2018.05.039_bib0005 article-title: A mixed integer disjunctive model for transmission network expansion publication-title: IEEE Transactions on Power Systems doi: 10.1109/59.932295 – year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0061 article-title: Documentation for EPA Base Case v.5 .13 Using the Integrated Planning Model – year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0002 article-title: Blessing of binary in stochastic integer programming – year: 2013 ident: 10.1016/j.ejor.2018.05.039_sbref0029 – year: 2011 ident: 10.1016/j.ejor.2018.05.039_sbref0051 article-title: Regional Energy Deployment System (ReEDS) – volume: 52 start-page: 359 issue: 1 year: 1991 ident: 10.1016/j.ejor.2018.05.039_bib0045 article-title: Multi-stage stochastic optimization applied to energy planning publication-title: Mathematical Programming doi: 10.1007/BF01582895 – year: 2010 ident: 10.1016/j.ejor.2018.05.039_bib0001 article-title: CREZ Reactive Power Compensation Study – volume: 23 start-page: 306 issue: 2 year: 2008 ident: 10.1016/j.ejor.2018.05.039_bib0008 article-title: Stochastic security for operations planning with significant wind power generation publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2008.919318 – volume: 86 start-page: 98 year: 2012 ident: 10.1016/j.ejor.2018.05.039_bib0006 article-title: Generation expansion planning by MILP considering mid-term scheduling decisions publication-title: Electric Power Systems Research doi: 10.1016/j.epsr.2011.12.008 – year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0014 – volume: 28 start-page: 2395 issue: 3 year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0044 article-title: Transmission planning under uncertainties of wind and load: Sequential approximation approach publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2013.2251481 – year: 2010 ident: 10.1016/j.ejor.2018.05.039_sbref0035 – volume: 117 start-page: 21 issue: 1 year: 2002 ident: 10.1016/j.ejor.2018.05.039_bib0062 article-title: Gddp: Generalized dual dynamic programming theory publication-title: Annals of Operations Research doi: 10.1023/A:1021557003554 – volume: 18 start-page: 938 issue: 2 year: 2003 ident: 10.1016/j.ejor.2018.05.039_bib0029 article-title: Classification of publications and models on transmission expansion planning publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2003.811168 – ident: 10.1016/j.ejor.2018.05.039_bib0048 – start-page: 1 year: 2010 ident: 10.1016/j.ejor.2018.05.039_bib0057 article-title: Impact of variable generation in generation resource planning models – year: 2018 ident: 10.1016/j.ejor.2018.05.039_bib0066 article-title: Stochastic dual dynamic integer programming publication-title: Mathematical Programming – volume: 158 start-page: 310 year: 2015 ident: 10.1016/j.ejor.2018.05.039_bib0026 article-title: A multi-period, multi-regional generation expansion planning model incorporating unit commitment constraints publication-title: Applied Energy doi: 10.1016/j.apenergy.2015.08.054 – volume: 112 start-page: 430 year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0035 article-title: Carpe diem: A novel approach to select representative days for long-term power system modeling publication-title: Energy doi: 10.1016/j.energy.2016.06.081 – volume: 57 start-page: 32 issue: 1 year: 2009 ident: 10.1016/j.ejor.2018.05.039_bib0010 article-title: Stochastic power generation unit commitment in electricity markets: A novel formulation and a comparison of solution methods publication-title: Operations Research doi: 10.1287/opre.1080.0593 – ident: 10.1016/j.ejor.2018.05.039_bib0013 – year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0060 article-title: Annual Energy Outlook 2016 – year: 2014 ident: 10.1016/j.ejor.2018.05.039_sbref0015 – volume: 112 start-page: 215 year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0047 article-title: High-resolution modeling framework for planning electricity systems with high penetration of renewables publication-title: Applied Energy doi: 10.1016/j.apenergy.2013.05.074 – ident: 10.1016/j.ejor.2018.05.039_bib0059 – volume: 2 issue: 17110 year: 2017 ident: 10.1016/j.ejor.2018.05.039_sbref0050 article-title: The future cost of electrical energy storage based on experience rates publication-title: Nature Energy – start-page: 1 year: 2010 ident: 10.1016/j.ejor.2018.05.039_bib0012 article-title: A long-term investment planning model for mixed energy infrastructure integrated with renewable energy – start-page: 1 year: 2011 ident: 10.1016/j.ejor.2018.05.039_bib0028 article-title: The role of power system flexibility in generation planning – volume: 136 start-page: 232 year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0019 article-title: A column generation approach for solving generation expansion planning problems with high renewable energy penetration publication-title: Electric Power Systems Research doi: 10.1016/j.epsr.2016.02.011 – volume: 3 start-page: 259 issue: 3 year: 2012 ident: 10.1016/j.ejor.2018.05.039_bib0022 article-title: Optimal power flow: a bibliographic survey ii publication-title: Energy Systems doi: 10.1007/s12667-012-0057-x – volume: 7 start-page: 297 issue: 2 year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0027 article-title: Co-optimization of electricity transmission and generation resources for planning and policy analysis: review of concepts and modeling approaches publication-title: Energy Systems doi: 10.1007/s12667-015-0158-4 – volume: 57 start-page: 893 issue: 4 year: 2009 ident: 10.1016/j.ejor.2018.05.039_bib0023 publication-title: The value of multistage stochastic programming in capacity planning under uncertainty. Operations Research – year: 2009 ident: 10.1016/j.ejor.2018.05.039_sbref0034 – volume: 15 start-page: 481 issue: 7 year: 1991 ident: 10.1016/j.ejor.2018.05.039_bib0054 article-title: Convergence properties of generalized benders decomposition publication-title: Computers and Chemical Engineering doi: 10.1016/0098-1354(91)85027-R – start-page: 1 year: 2012 ident: 10.1016/j.ejor.2018.05.039_bib0033 article-title: Efficient proactive transmission planning to accommodate renewables – ident: 10.1016/j.ejor.2018.05.039_bib0039 – volume: 50 start-page: 1861 issue: 12 Supplement year: 2004 ident: 10.1016/j.ejor.2018.05.039_bib0018 article-title: The lagrangian relaxation method for solving integer programming problems publication-title: Management Science doi: 10.1287/mnsc.1040.0263 – volume: 26 start-page: 2197 issue: 4 year: 2011 ident: 10.1016/j.ejor.2018.05.039_bib0043 article-title: Reserve requirements for wind power integration: A scenario-based stochastic programming framework publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2011.2121095 – ident: 10.1016/j.ejor.2018.05.039_bib0016 – ident: 10.1016/j.ejor.2018.05.039_bib0065 – year: 1984 ident: 10.1016/j.ejor.2018.05.039_bib0063 article-title: The Westinghouse Pressurized Water Reactor Nuclear Power Plant – volume: 139 start-page: 163 issue: 1 year: 2005 ident: 10.1016/j.ejor.2018.05.039_bib0020 article-title: About lagrangian methods in integer optimization publication-title: Annals of Operations Research doi: 10.1007/s10479-005-3447-9 – year: 2015 ident: 10.1016/j.ejor.2018.05.039_bib0024 article-title: IBM ILOG CPLEX Optimization Studio CPLEX User’s Manual – year: 2016 ident: 10.1016/j.ejor.2018.05.039_sbref0044 article-title: 2015 State of the Market Report for the ERCOT Whole Electricity Markets – volume: 33 start-page: 989 issue: 5 year: 1985 ident: 10.1016/j.ejor.2018.05.039_bib0007 article-title: Decomposition and partitioning methods for multistage stochastic linear programs publication-title: Operations Research doi: 10.1287/opre.33.5.989 – start-page: 1 year: 2011 ident: 10.1016/j.ejor.2018.05.039_bib0041 article-title: Impact of unit commitment constraints on generation expansion planning with renewables – ident: 10.1016/j.ejor.2018.05.039_bib0025 doi: 10.1073/pnas.1413143112 – volume: 18 start-page: 1070 issue: 3 year: 2003 ident: 10.1016/j.ejor.2018.05.039_bib0004 article-title: Transmission expansion planning: a mixed-integer lp approach publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2003.814891 – volume: PP issue: 99 year: 2017 ident: 10.1016/j.ejor.2018.05.039_sbref0027 article-title: Multistage stochastic investment planning with multiscale representation of uncertainties and decisions publication-title: IEEE Transactions on Power Systems – year: 2014 ident: 10.1016/j.ejor.2018.05.039_bib0036 article-title: Estimating the economically optimal reserve margin in ERCOT – volume: 28 start-page: 202 issue: 1 year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0051 article-title: A three-level static MILP model for generation and transmission expansion planning publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2012.2204073 – volume: 43 start-page: 305 issue: 3 year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0034 article-title: Approximations in power transmission planning: implications for the cost and performance of renewable portfolio standards publication-title: Journal of Regulatory Economics doi: 10.1007/s11149-013-9209-8 – volume: 12 start-page: 1722 issue: 4 year: 1997 ident: 10.1016/j.ejor.2018.05.039_bib0064 article-title: A review of emerging techniques on generation expansion planning publication-title: IEEE Transactions on Power Systems doi: 10.1109/59.627882 – volume: 259 start-page: 801 issue: 3 year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0052 article-title: The Benders decomposition algorithm: A literature review publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2016.12.005 – volume: 247 start-page: 560 issue: 2 year: 2015 ident: 10.1016/j.ejor.2018.05.039_bib0009 article-title: Wind farm portfolio optimization under network capacity constraints publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2015.05.080 – volume: 3 start-page: 221 issue: 3 year: 2012 ident: 10.1016/j.ejor.2018.05.039_bib0021 article-title: Optimal power flow: a bibliographic survey i publication-title: Energy Systems doi: 10.1007/s12667-012-0056-y – volume: 6 start-page: 526 issue: 5 year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0031 article-title: Future cost-competitive electricity systems and their impact on us co2 emissions publication-title: Nature Climate Change doi: 10.1038/nclimate2921 – volume: 39 start-page: 4692 issue: 9 year: 2011 ident: 10.1016/j.ejor.2018.05.039_bib0046 article-title: Modeling hourly electricity dynamics for policy making in long-term scenarios publication-title: Energy Policy doi: 10.1016/j.enpol.2011.06.062 – volume: 29 start-page: 2974 issue: 6 year: 2014 ident: 10.1016/j.ejor.2018.05.039_bib0050 article-title: Unit commitment with ideal and generic energy storage units publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2014.2313513 – volume: 257 start-page: 669 issue: 2 year: 2017 ident: 10.1016/j.ejor.2018.05.039_bib0058 article-title: Dynamic convexification within nested benders decomposition using lagrangian relaxation: An application to the strategic bidding problem publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2016.08.006 – volume: 22 start-page: 1406 issue: 4 year: 2007 ident: 10.1016/j.ejor.2018.05.039_bib0053 article-title: Market-based coordination of transmission and generation capacity planning publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2007.907894 – year: 2016 ident: 10.1016/j.ejor.2018.05.039_bib0015 – volume: 140 start-page: 239 issue: 2 year: 2013 ident: 10.1016/j.ejor.2018.05.039_bib0040 article-title: A model and approach to the challenge posed by optimal power systems planning publication-title: Mathematical Programming doi: 10.1007/s10107-013-0695-3 – year: 2014 ident: 10.1016/j.ejor.2018.05.039_sbref0038 article-title: Heterogeneous unit clustering for efficient operational flexibility modeling – volume: 80 start-page: 627 issue: 6 year: 2010 ident: 10.1016/j.ejor.2018.05.039_bib0003 article-title: Overview of wind power intermittency impacts on power systems publication-title: Electric Power Systems Research doi: 10.1016/j.epsr.2009.10.035 |
| SSID | ssj0001515 |
| Score | 2.573441 |
| Snippet | •Mixed-integer model optimizes generation investment and hourly operation decisions.•Aggregation and time sampling for reducing dimension of spatial and... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 1037 |
| SubjectTerms | Large-scale optimization OR in energy Strategic planning |
| Title | Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm |
| URI | https://dx.doi.org/10.1016/j.ejor.2018.05.039 |
| Volume | 271 |
| WOSCitedRecordID | wos000442060500019&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1872-6860 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001515 issn: 0377-2217 databaseCode: AIEXJ dateStart: 19950105 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1bb9MwFLZKhxA8cClDGzf5gbcoVepc7PBWwRBMY5q0gfoWObbTpevSKitT-cP8Do4vydIxJkDiJYosu017vtjHn8_5DkJviCikSiPiJzIP_CiHVyoHJPlaDirJgzwIOTfFJujhIZtM0qNe70eTC3M5p1XF1ut0-V9NDW1gbJ06-xfmbj8UGuAejA5XMDtc_8jw712Ai1Fg9myZG7hZ6nJoOvaq5lYzVp8cLF3JIs0LfC7XSvpGPgI6uritc80kmGo55pShMuyoJ5WORHfhXh6fTxd1uTo9_y3L7zxeaKgb7tGJDLVk9AE3BY90mTEz6XDvYHjFlgNWlzWfcmlPp05hg3_mHbcdjrieFhf1tFx8Mx101lZdevttj6-qOtNetSGRxrA-f-ddvmPEdOyITce0JNwviTg2-YtSnxCbBjpUdi5nFCDIbLmCZrIntuCLQ3XYmbp1wmTHDQC_M7pxibFsx2yoZgutJztiRvnVKjJdk-4-1o-lnwrmTXNwfgdtERqnrI-2xp_2Jvutz6DdSnPe5X6GS--ykYjXv-lmF6rjFp08Rg_dfgaPLQ6foJ6qBuhek04xQI-asiHYrSID9KCjgfkUrTfwihu8YoNXvIlX3OD1Ld5AK-6gFRu0YkArtmjFG2jFLVq30ZcPeyfvPvquHIgvwiRe-TRPeSRYkIZcSMaEyFUkQkpUwkgB--5ISCFHIuCEFiTgIhew9VGa4JAsjWMRPkP9alGpHYQTGRciiUlaFOCiBoLHNKcxDCu4pIUku2jU_MOZcFr5umTLPGuCImeZtkqmrZIFcQZW2UVeO2ZplWJu7R03hsucr2t92Axwdsu45_847gW6f_UyvUR9MJx6he6Ky1V5Ub92cPwJyWHXYQ |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Deterministic+electric+power+infrastructure+planning%3A+Mixed-integer+programming+model+and+nested+decomposition+algorithm&rft.jtitle=European+journal+of+operational+research&rft.au=Lara%2C+Cristiana+L.&rft.au=Mallapragada%2C+Dharik+S.&rft.au=Papageorgiou%2C+Dimitri+J.&rft.au=Venkatesh%2C+Aranya&rft.date=2018-12-16&rft.pub=Elsevier+B.V&rft.issn=0377-2217&rft.eissn=1872-6860&rft.volume=271&rft.issue=3&rft.spage=1037&rft.epage=1054&rft_id=info:doi/10.1016%2Fj.ejor.2018.05.039&rft.externalDocID=S0377221718304466 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0377-2217&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0377-2217&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0377-2217&client=summon |