Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security

abstract: Constraint relaxation by definition means that certain security, operational, or financial constraints are allowed to be violated in the energy market model for a predetermined penalty price. System operators utilize this mechanism in an effort to impose a price-cap on shadow prices throug...

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Other Authors: Salloum, Ahmed (Author)
Format: Doctoral Thesis
Language:English
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.38387
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spelling ndltd-asu.edu-item-383872018-06-22T03:07:00Z Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security abstract: Constraint relaxation by definition means that certain security, operational, or financial constraints are allowed to be violated in the energy market model for a predetermined penalty price. System operators utilize this mechanism in an effort to impose a price-cap on shadow prices throughout the market. In addition, constraint relaxations can serve as corrective approximations that help in reducing the occurrence of infeasible or extreme solutions in the day-ahead markets. This work aims to capture the impact constraint relaxations have on system operational security. Moreover, this analysis also provides a better understanding of the correlation between DC market models and AC real-time systems and analyzes how relaxations in market models propagate to real-time systems. This information can be used not only to assess the criticality of constraint relaxations, but also as a basis for determining penalty prices more accurately. Constraint relaxations practice was replicated in this work using a test case and a real-life large-scale system, while capturing both energy market aspects and AC real-time system performance. System performance investigation included static and dynamic security analysis for base-case and post-contingency operating conditions. PJM peak hour loads were dynamically modeled in order to capture delayed voltage recovery and sustained depressed voltage profiles as a result of reactive power deficiency caused by constraint relaxations. Moreover, impacts of constraint relaxations on operational system security were investigated when risk based penalty prices are used. Transmission lines in the PJM system were categorized according to their risk index and each category was as-signed a different penalty price accordingly in order to avoid real-time overloads on high risk lines. This work also extends the investigation of constraint relaxations to post-contingency relaxations, where emergency limits are allowed to be relaxed in energy market models. Various scenarios were investigated to capture and compare between the impacts of base-case and post-contingency relaxations on real-time system performance, including the presence of both relaxations simultaneously. The effect of penalty prices on the number and magnitude of relaxations was investigated as well. Dissertation/Thesis Salloum, Ahmed (Author) Vittal, Vijay (Advisor) Hedman, Kory (Advisor) Heydt, Gerald (Committee member) Ayyanar, Raja (Committee member) Arizona State University (Publisher) Electrical engineering Energy constraint relaxations dynamic analysis operational security power systems operations power system studies static analysis eng 151 pages Doctoral Dissertation Engineering 2016 Doctoral Dissertation http://hdl.handle.net/2286/R.I.38387 http://rightsstatements.org/vocab/InC/1.0/ All Rights Reserved 2016
collection NDLTD
language English
format Doctoral Thesis
sources NDLTD
topic Electrical engineering
Energy
constraint relaxations
dynamic analysis
operational security
power systems operations
power system studies
static analysis
spellingShingle Electrical engineering
Energy
constraint relaxations
dynamic analysis
operational security
power systems operations
power system studies
static analysis
Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
description abstract: Constraint relaxation by definition means that certain security, operational, or financial constraints are allowed to be violated in the energy market model for a predetermined penalty price. System operators utilize this mechanism in an effort to impose a price-cap on shadow prices throughout the market. In addition, constraint relaxations can serve as corrective approximations that help in reducing the occurrence of infeasible or extreme solutions in the day-ahead markets. This work aims to capture the impact constraint relaxations have on system operational security. Moreover, this analysis also provides a better understanding of the correlation between DC market models and AC real-time systems and analyzes how relaxations in market models propagate to real-time systems. This information can be used not only to assess the criticality of constraint relaxations, but also as a basis for determining penalty prices more accurately. Constraint relaxations practice was replicated in this work using a test case and a real-life large-scale system, while capturing both energy market aspects and AC real-time system performance. System performance investigation included static and dynamic security analysis for base-case and post-contingency operating conditions. PJM peak hour loads were dynamically modeled in order to capture delayed voltage recovery and sustained depressed voltage profiles as a result of reactive power deficiency caused by constraint relaxations. Moreover, impacts of constraint relaxations on operational system security were investigated when risk based penalty prices are used. Transmission lines in the PJM system were categorized according to their risk index and each category was as-signed a different penalty price accordingly in order to avoid real-time overloads on high risk lines. This work also extends the investigation of constraint relaxations to post-contingency relaxations, where emergency limits are allowed to be relaxed in energy market models. Various scenarios were investigated to capture and compare between the impacts of base-case and post-contingency relaxations on real-time system performance, including the presence of both relaxations simultaneously. The effect of penalty prices on the number and magnitude of relaxations was investigated as well. === Dissertation/Thesis === Doctoral Dissertation Engineering 2016
author2 Salloum, Ahmed (Author)
author_facet Salloum, Ahmed (Author)
title Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
title_short Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
title_full Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
title_fullStr Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
title_full_unstemmed Impacts of Base-Case and Post-Contingency Constraint Relaxations on Static and Dynamic Operational Security
title_sort impacts of base-case and post-contingency constraint relaxations on static and dynamic operational security
publishDate 2016
url http://hdl.handle.net/2286/R.I.38387
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