Robust and flexible planning of power system generation capacity
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| Title: | Robust and flexible planning of power system generation capacity |
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| Authors: | Mejia-Giraldo, Diego |
| Contributors: | James D. McCalley, Electrical and Computer Engineering |
| Publisher Information: | Iowa State University, 2018. |
| Publication Year: | 2018 |
| Subject Terms: | Flexibilidad, Adaptation cost, Sistemas de potencia, Incertidumbre, Electrical and Electronics, Uncertainty, Tecnología / Ingeniería y operaciones afines, Tecnología, Robustez, Planeación de la inversión, Power systems, Adjustable robust optimization, Investment planning, Flexibility and robustness, Flexibility, Energy portfolio, Robustness, Capacity expansion planning |
| Description: | x 1. OVERVIEW 1 1.1 Motivation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1.1 Description of the problem . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.2 Objectives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.3 Thesis organization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2. REVIEW OF LITERATURE 8 2.1 Sensitivity Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.2 Stochastic Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.3 Robust Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2.3.1 Box Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 2.3.2 Ellipsoidal Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 2.3.3 Manhattan Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 2.3.4 Polyhedral uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 2.3.5 Random bounded data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 2.4 Adjustable Robust Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . 19 2.5 Chance-constrained optimization . . . . . . . . . . . . . . . . . . . . . . . . . . 21 |
| Document Type: | Doctoral thesis Other literature type Thesis Article |
| File Description: | PDF; application/pdf |
| DOI: | 10.31274/etd-180810-3411 |
| Access URL: | https://dr.lib.iastate.edu/bitstreams/8f542748-7d15-4151-bc7d-df8bf0c6a7c2/download https://lib.dr.iastate.edu/etd/13225/ https://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=4232&context=etd |
| Accession Number: | edsair.doi.dedup.....bc90be5ebed2f9fc9d201bbfd4179502 |
| Database: | OpenAIRE |
Nájsť tento článok vo Web of Science | Abstract: | x 1. OVERVIEW 1 1.1 Motivation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1.1 Description of the problem . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.2 Objectives . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.3 Thesis organization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 2. REVIEW OF LITERATURE 8 2.1 Sensitivity Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.2 Stochastic Programming . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.3 Robust Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 2.3.1 Box Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 2.3.2 Ellipsoidal Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 2.3.3 Manhattan Uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 2.3.4 Polyhedral uncertainty . . . . . . . . . . . . . . . . . . . . . . . . . . . . 17 2.3.5 Random bounded data . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 2.4 Adjustable Robust Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . 19 2.5 Chance-constrained optimization . . . . . . . . . . . . . . . . . . . . . . . . . . 21 |
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| DOI: | 10.31274/etd-180810-3411 |