Probabilistic and Risk-based methods are raising more and more interest in the context of power systems operation because they represent a new approach to Security Assessment (SA) in deregulated electricity markets. Probabilistic approach allows to account for the high level of uncertainty that characterizes a power system under deregulation, whereas Risk-based techniques enable to quantitatively capture the factors determining the system’s security level by means of risk indices that quantify the degree of risk of a given operating condition. This paper proposes a novel approach to assess security in power systems operation using a risk index. The procedure involves two main steps: first, a probabilistic Optimal Power Flow (OPF) is performed, which uses a mathematical model of the power system’s security boundary as a constraint to account for security. Second, a risk index is derived based on the knowledge of both the system’s operating conditions obtained by the OPF solution and the security boundary. A statistical study can be performed on the risk index in order to acquire some useful information about it. The effectiveness of the proposed approach is tested and demonstrated using the IEEE two-area test system.
Security Assessment in Power Systems Operation Using a Risk Analysis-based Optimization Technique / Andreotti, Amedeo; DE MARTINIS, Umberto; C., Battistelli. - In: INTERNATIONAL JOURNAL OF POWER SYSTEM OPTIMIZATION. - ISSN 0975-458X. - STAMPA. - 2(1):(2010), pp. 9-15.
Security Assessment in Power Systems Operation Using a Risk Analysis-based Optimization Technique
ANDREOTTI, AMEDEO;DE MARTINIS, UMBERTO;
2010
Abstract
Probabilistic and Risk-based methods are raising more and more interest in the context of power systems operation because they represent a new approach to Security Assessment (SA) in deregulated electricity markets. Probabilistic approach allows to account for the high level of uncertainty that characterizes a power system under deregulation, whereas Risk-based techniques enable to quantitatively capture the factors determining the system’s security level by means of risk indices that quantify the degree of risk of a given operating condition. This paper proposes a novel approach to assess security in power systems operation using a risk index. The procedure involves two main steps: first, a probabilistic Optimal Power Flow (OPF) is performed, which uses a mathematical model of the power system’s security boundary as a constraint to account for security. Second, a risk index is derived based on the knowledge of both the system’s operating conditions obtained by the OPF solution and the security boundary. A statistical study can be performed on the risk index in order to acquire some useful information about it. The effectiveness of the proposed approach is tested and demonstrated using the IEEE two-area test system.File | Dimensione | Formato | |
---|---|---|---|
articolo1.pdf
non disponibili
Tipologia:
Documento in Post-print
Licenza:
Accesso privato/ristretto
Dimensione
285.48 kB
Formato
Adobe PDF
|
285.48 kB | Adobe PDF | Visualizza/Apri Richiedi una copia |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.