A Hybrid system to optimize the value of imports for hydro systems

This thesis presents a solution methodology to optimize the value of imports for hydro systems by optimally selecting the unit commitment and loading of plants to provide the required System Rotational Energy or System Inertia. The methodology has been developed for use in short-term hydro system...

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Main Author: Alavi, Amir Ala
Language:English
Published: 2009
Online Access:http://hdl.handle.net/2429/15199
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spelling ndltd-LACETR-oai-collectionscanada.gc.ca-BVAU.2429-151992014-03-14T15:48:02Z A Hybrid system to optimize the value of imports for hydro systems Alavi, Amir Ala This thesis presents a solution methodology to optimize the value of imports for hydro systems by optimally selecting the unit commitment and loading of plants to provide the required System Rotational Energy or System Inertia. The methodology has been developed for use in short-term hydro system operations in a deregulated market environment to determine the optimal electricity import for a predominantly hydroelectric system consisting of plants with large storage facilities, multiple units and complex hydraulic configurations. The problem is formulated and solved using a hybrid system consisting of two main components. The first component consists of an expert system that is used to screen for potential and feasible system configurations given a set of rules on plant and unit operations. The second component consists of a Mixed-Integer programming algorithm that maximizes the value of import capability of the hydro system during low electricity market-price periods. The proposed solution methodology optimally schedules hydro plants at unit-level for energy and capacity markets in short-term operations while meeting the System Rotational Energy constraints. The application of the technique is demonstrated for four large plants in the B.C. Hydro system for a 24-hour time-step studies for a four-month period in 2002. 2009-11-17T22:34:38Z 2009-11-17T22:34:38Z 2003 2009-11-17T22:34:38Z 2003-11 Electronic Thesis or Dissertation http://hdl.handle.net/2429/15199 eng UBC Retrospective Theses Digitization Project [http://www.library.ubc.ca/archives/retro_theses/]
collection NDLTD
language English
sources NDLTD
description This thesis presents a solution methodology to optimize the value of imports for hydro systems by optimally selecting the unit commitment and loading of plants to provide the required System Rotational Energy or System Inertia. The methodology has been developed for use in short-term hydro system operations in a deregulated market environment to determine the optimal electricity import for a predominantly hydroelectric system consisting of plants with large storage facilities, multiple units and complex hydraulic configurations. The problem is formulated and solved using a hybrid system consisting of two main components. The first component consists of an expert system that is used to screen for potential and feasible system configurations given a set of rules on plant and unit operations. The second component consists of a Mixed-Integer programming algorithm that maximizes the value of import capability of the hydro system during low electricity market-price periods. The proposed solution methodology optimally schedules hydro plants at unit-level for energy and capacity markets in short-term operations while meeting the System Rotational Energy constraints. The application of the technique is demonstrated for four large plants in the B.C. Hydro system for a 24-hour time-step studies for a four-month period in 2002.
author Alavi, Amir Ala
spellingShingle Alavi, Amir Ala
A Hybrid system to optimize the value of imports for hydro systems
author_facet Alavi, Amir Ala
author_sort Alavi, Amir Ala
title A Hybrid system to optimize the value of imports for hydro systems
title_short A Hybrid system to optimize the value of imports for hydro systems
title_full A Hybrid system to optimize the value of imports for hydro systems
title_fullStr A Hybrid system to optimize the value of imports for hydro systems
title_full_unstemmed A Hybrid system to optimize the value of imports for hydro systems
title_sort hybrid system to optimize the value of imports for hydro systems
publishDate 2009
url http://hdl.handle.net/2429/15199
work_keys_str_mv AT alaviamirala ahybridsystemtooptimizethevalueofimportsforhydrosystems
AT alaviamirala hybridsystemtooptimizethevalueofimportsforhydrosystems
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