Short-Term Load Forecasting 2019

Released on by Antonio Gabaldón
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  • Short-Term Load Forecasting 2019 Book Detail

  • Author : Antonio Gabaldón
  • Release Date : 2021-02-26
  • Publisher : MDPI
  • Genre : Technology & Engineering
  • Pages : 324
  • ISBN 13 : 303943442X
  • File Size : 20,20 MB
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Short-Term Load Forecasting 2019 by Antonio Gabaldón PDF Summary

Book Description: Short-term load forecasting (STLF) plays a key role in the formulation of economic, reliable, and secure operating strategies (planning, scheduling, maintenance, and control processes, among others) for a power system and will be significant in the future. However, there is still much to do in these research areas. The deployment of enabling technologies (e.g., smart meters) has made high-granularity data available for many customer segments and to approach many issues, for instance, to make forecasting tasks feasible at several demand aggregation levels. The first challenge is the improvement of STLF models and their performance at new aggregation levels. Moreover, the mix of renewables in the power system, and the necessity to include more flexibility through demand response initiatives have introduced greater uncertainties, which means new challenges for STLF in a more dynamic power system in the 2030–50 horizon. Many techniques have been proposed and applied for STLF, including traditional statistical models and AI techniques. Besides, distribution planning needs, as well as grid modernization, have initiated the development of hierarchical load forecasting. Analogously, the need to face new sources of uncertainty in the power system is giving more importance to probabilistic load forecasting. This Special Issue deals with both fundamental research and practical application research on STLF methodologies to face the challenges of a more distributed and customer-centered power system.

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Short-Term Load Forecasting 2019

Short-Term Load Forecasting 2019

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Short-term load forecasting (STLF) plays a key role in the formulation of economic, reliable, and secure operating strategies (planning, scheduling, maintenance

Short-Term Load Forecasting 2019

Short-Term Load Forecasting 2019

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Short-term load forecasting (STLF) plays a key role in the formulation of economic, reliable, and secure operating strategies (planning, scheduling, maintenance

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This two volume set of books constitutes the proceedings of the 2014 7th IEEE International Conference Intelligent Systems (IS), or IEEE IS’2014 for short, he