Work

Multi-Objective Cross-Entropy Approach for Distribution System Reliability Evaluation

Year: 2025

Type: article

Abstract: Reliability evaluation of power distribution systems is computationally intensive, as standard Monte Carlo simulations require extensive sampling to accurately estimate rare event-based indices like SAIDI and SAIFI. This paper introduces a multi-objective cross-entropy approach for reliability evaluation of power distribution systems, aiming to accelerate reliability evaluation by optimizing importance sampling reference parameters. The multi-objective approach aims to optimize a set of objective functions related to systemic and load point reliability indices. A deduction of an analytical solution for the optimization of reference parameters of the cross-entropy method is developed, taking into account the standard hypotheses used in reliability assessments. The proposed method has been validated on a real 181-node Brazilian distribution feeder. Results show that the proposed approach can accelerate the convergence of estimates for reliability indices in comparison with the crude Monte Carlo approach and the single-objective CE method.

Source: Energies

DOI: 10.3390/en18246421

Authors: Lucas Fritzen Venturini, Beatriz Silveira Buss, Erika Pequeno dos Santos, Leonel Magalhães Carvalho, Diego Issicaba

Institutions: Universidade Federal de Santa Catarina, Inesc P&D Brasil, Serviço Nacional de Aprendizagem Industrial, Universidade Lusófona do Porto, Universidade Lusófona

Language: English

Topic: Power System Reliability and Maintenance

Subfield: Safety, Risk, Reliability and Quality

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: gold

Estimated APC paid: $3,137