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Publicações

Publicações por Jorge Correia Pereira

2019

Estimating Breaker Status with Electrical State Images and Convolutional Neural Networks

Autores
Miranda, V; Teixeira, L; Pereira, J;

Publicação
2019 20th International Conference on Intelligent System Application to Power Systems, ISAP 2019

Abstract
This paper presents a method to identify the status (open or closed) of breakers in network branches, in the absence of status signal or electric measurements on the branch including the breaker. Indirect power measurements from the SCADA are combined to form a 2D image array, which is fed into a Convolutional Neural Network. The image construction is based on ranking measurements with the Cauchy-Schwarz divergence between two signal distributions (for breaker open and closed). The success rate obtained with this technique is close to 100% in the IEEE testbed adopted. © 2019 IEEE.

2021

NEXTSTEP - Developing future smart secondary substations

Autores
Carreira, JG; Santos, MGM; Pires, L; Ferreira, GM; Almeno, L; Pinheiro, S; Neves, E; Azevedo, L; Costa, N; Gomes, F; Gouveia, C; Zanghi, E; Pereira, J; Simões, N; Tadeu, A; Coimbra, A; Oliveira, J; Aparício, A;

Publicação
IET Conference Proceedings

Abstract
Future Secondary Substation (SS) design requires a more integrated approach, from the building envelope design, electromechanically equipments to the advanced monitoring and control, taking into account new technical, environmental and economic requirements. The main objective of the project is to develop an integrated solution for the SSS, considering innovative solutions for the building envelope and thermal behavior, power transformer and switching equipment as well as monitoring, protection and control system. This paper presents the specification of future SS developed in Portuguese project NEXTSTEP - Next Distribution SubsTation ImprovEd Platform and describes its mains innovative solution and advanced control functionalities. © 2021 The Institution of Engineering and Technology.

2022

Improved battery storage systems modeling for predictive energy management applications

Autores
Silva R.; Gouveia C.; Carvalho L.; Pereira J.;

Publicação
IEEE PES Innovative Smart Grid Technologies Conference Europe

Abstract
This paper presents a model predictive control (MPC) framework for battery energy storage systems (BESS) management considering models for battery degradation, system efficiency and V-I characteristics. The optimization framework has been tested for microgrids with different renewable generation and load mix considering several operation strategies. A comparison for one-year simulations between the proposed model and a naïve BESS model, show an increase in computation times that still allows the application of the framework for real-time control. Furthermore, a trade-off between financial revenue and reduced BESS degradation was evaluated for the yearly simulation, considering the degradation model proposed. Results show that a conservative BESS usage strategy can have a high impact on the asset's lifetime and on the expected system revenues, depending on factors such as the objective function and the degradation threshold considered.

2005

Component technology for modeling power networks in an integrated DMS

Autores
Pereira, J; Lucus, BG;

Publicação
2005 IEEE Russia Power Tech, PowerTech

Abstract
The proposal of this paper aims to beginning the definition of a formal abstract specification providing a framework, for Electric Power System Software developers to create software, that enables their users to access and process electric network data structures, from a variety of sources and zoning levels. In this framework the user will be able to dealing with a variety of perspectives in power system models by decomposing these models in object components. With the component technology the power system structures and model will be decompose in elementary object-components that can be interchanged across several final uses, software and hardware platforms without operational losses.

2008

529: Failed Back Surgery Syndrome

Autores
FERREIRA, M; REBELO, H; GOMES, D; ARANTES, S; PEREIRA, J; MARCOS, A;

Publicação
Regional Anesthesia and Pain Medicine

Abstract

2010

Social welfare analysis of the Iberian electricity market accounting for carbon emission prices

Autores
Moreira, A; Oliveira, FS; Pereira, J;

Publicação
IET GENERATION TRANSMISSION & DISTRIBUTION

Abstract
In this study, the authors analyse the social welfare impact of the integration of Portugal and Spain in the Iberian electricity market (MIBEL), taking into account the CO(2) price for emissions trading. They model the impact of emissions trading on the daily clearing prices and generation scheduling, and its effects on the benefits of integration as a whole. They compare the impact of market integration in Portugal and Spain and show that the welfare impact of the MIBEL is dependent on the CO(2) prices. From their analysis, they conclude high CO2 prices lead to a change in the merit order. Moreover, natural gas is the generation technology that most benefits from transmission constraints and from high CO(2) prices, as in the base case it is mainly used as a peak technology. The authors have also found that increases in the CO(2) prices do not lead to higher profits. Overall, the introduction of the MIBEL will increase social welfare by reducing generation costs and prices.

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