Article ID Journal Published Year Pages File Type
399206 International Journal of Electrical Power & Energy Systems 2015 11 Pages PDF
Abstract

•We discusses the characteristics of the Periodic Autoregressive model, PAR(p), applied on the hydrothermal operation planning.•This model takes into account the system expansion for Inflow Energy Generation Model (IEGM).•Representation of multiple configurations using PAR(p).•Results with Brazilian system are presented.

This study discusses the characteristics of the Periodic Autoregressive model, PAR(p), which is used to generate synthetic series of inflow energies that serve as entries for computer platforms that implement the planning and expansion of the operations of the BES – the Brazilian Electric Sector (SEB – Sistema Elétrico Brasileiro). The methodology for the design of a generating plant is presented in addition to the fundamentals of the “PAR(p) Interconfigurations” Model, which is referred to as the Inflow Energy Generation Model (IEGM) in this study. The major contribution of this study is to provide the first scientific discussion of the representation of multiple configurations using the PAR(p) model. For this purpose, several topics related to the time series are discussed, such as the definition of the model order, the matter of stationarity and the need to address possible outliers. Finally, a case study is presented, wherein the results of the estimation and generation of the described model’s scenarios are demonstrated.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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