Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints
This paper presents a decision making approach for mid-term scheduling of large industrial consumers based on the recently introduced class of Stochastic Dominance (SD)- constrained stochastic programming. In this study, the electricity price in the pool as well as the rate of availability (unavaila...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Iran University of Science and Technology
2012-06-01
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| Series: | Iranian Journal of Electrical and Electronic Engineering |
| Subjects: | |
| Online Access: | http://ijeee.iust.ac.ir/browse.php?a_code=A-10-658-1&slc_lang=en&sid=1 |
| _version_ | 1819230666567450624 |
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| author | M. Zarif M. H. Javidi S. Ghazizadeh |
| author_facet | M. Zarif M. H. Javidi S. Ghazizadeh |
| author_sort | M. Zarif |
| collection | DOAJ |
| description | This paper presents a decision making approach for mid-term scheduling of large
industrial consumers based on the recently introduced class of Stochastic Dominance (SD)-
constrained stochastic programming. In this study, the electricity price in the pool as well as
the rate of availability (unavailability) of the generating unit (forced outage rate) is
considered as uncertain parameters. The self-scheduling problem is formulated as a
stochastic programming problem with SSD constraints by generating appropriate scenarios
for pool price and self-generation unit's forced outage rate. Furthermore, while most
approaches optimize the cost subject to an assumed demand profile, our method enforces
the electricity consumption to follow an optimum profile for mid-term time scheduling, i.e.
three months (12 weeks), so that the total production will remain constant. |
| first_indexed | 2024-12-23T11:32:42Z |
| format | Article |
| id | doaj.art-ae0eb3539f07456498cb95c34e2a586e |
| institution | Directory Open Access Journal |
| issn | 1735-2827 2383-3890 |
| language | English |
| last_indexed | 2024-12-23T11:32:42Z |
| publishDate | 2012-06-01 |
| publisher | Iran University of Science and Technology |
| record_format | Article |
| series | Iranian Journal of Electrical and Electronic Engineering |
| spelling | doaj.art-ae0eb3539f07456498cb95c34e2a586e2022-12-21T17:48:45ZengIran University of Science and TechnologyIranian Journal of Electrical and Electronic Engineering1735-28272383-38902012-06-0182154163Electricity Procurement for Large Consumers with Second Order Stochastic Dominance ConstraintsM. Zarif0M. H. Javidi1S. Ghazizadeh2 ferdowsi university of mashhad ferdowsi university of mashhad University of - Power and Water University of Technology This paper presents a decision making approach for mid-term scheduling of large industrial consumers based on the recently introduced class of Stochastic Dominance (SD)- constrained stochastic programming. In this study, the electricity price in the pool as well as the rate of availability (unavailability) of the generating unit (forced outage rate) is considered as uncertain parameters. The self-scheduling problem is formulated as a stochastic programming problem with SSD constraints by generating appropriate scenarios for pool price and self-generation unit's forced outage rate. Furthermore, while most approaches optimize the cost subject to an assumed demand profile, our method enforces the electricity consumption to follow an optimum profile for mid-term time scheduling, i.e. three months (12 weeks), so that the total production will remain constant.http://ijeee.iust.ac.ir/browse.php?a_code=A-10-658-1&slc_lang=en&sid=1Electricity Procurement for Large Consumers Second Order Stochastic Dominance Decision making Uncertainty |
| spellingShingle | M. Zarif M. H. Javidi S. Ghazizadeh Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints Iranian Journal of Electrical and Electronic Engineering Electricity Procurement for Large Consumers Second Order Stochastic Dominance Decision making Uncertainty |
| title | Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints |
| title_full | Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints |
| title_fullStr | Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints |
| title_full_unstemmed | Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints |
| title_short | Electricity Procurement for Large Consumers with Second Order Stochastic Dominance Constraints |
| title_sort | electricity procurement for large consumers with second order stochastic dominance constraints |
| topic | Electricity Procurement for Large Consumers Second Order Stochastic Dominance Decision making Uncertainty |
| url | http://ijeee.iust.ac.ir/browse.php?a_code=A-10-658-1&slc_lang=en&sid=1 |
| work_keys_str_mv | AT mzarif electricityprocurementforlargeconsumerswithsecondorderstochasticdominanceconstraints AT mhjavidi electricityprocurementforlargeconsumerswithsecondorderstochasticdominanceconstraints AT sghazizadeh electricityprocurementforlargeconsumerswithsecondorderstochasticdominanceconstraints |