This chapter provides an overview of possible approaches that can be outlined to model and analyze the decision problems encountered in different stages of power production and delivery. The introduced models can be used for the control of two of the most important activities in power system management: production and transmission. In both cases, we describe how a single producer or an entire system can draw benefits from using optimization techniques for fine-tuning the expansion decisions to be taken. The theoretical basis for the analysis is drawn from different branches of operational research and optimization, ranging from mixed integer linear programming to stochastic programming and bilevel programming.

(2015). Models for Optimization of Power Systems . Retrieved from http://hdl.handle.net/10446/55227

Models for Optimization of Power Systems

Pisciella, Paolo;Bertocchi, Maria;Vespucci, Maria Teresa
2015-01-01

Abstract

This chapter provides an overview of possible approaches that can be outlined to model and analyze the decision problems encountered in different stages of power production and delivery. The introduced models can be used for the control of two of the most important activities in power system management: production and transmission. In both cases, we describe how a single producer or an entire system can draw benefits from using optimization techniques for fine-tuning the expansion decisions to be taken. The theoretical basis for the analysis is drawn from different branches of operational research and optimization, ranging from mixed integer linear programming to stochastic programming and bilevel programming.
2015
Inglese
Numerical Analysis and Optimization. NAO-III
Al-Baali, Mehiddin; Grandinetti, Lucio; Purnama, Anton;
978-3-319-17688-8
134
289
317
cartaceo
online
Springer
esperti anonimi
3rd International Conference on Numerical Analysis and Optimization - Theory, Methods, Applications and Technology Transfer (NAO), Muscat, Oman, 5-9 January 2014
3rd
Muscat (Oman)
5-9 January 2014
internazionale
contributo
Settore SECS-S/06 - Metodi mat. dell'economia e Scienze Attuariali e Finanziarie
Settore MAT/09 - Ricerca Operativa
Distributed coordinate descent; Empirical risk minimization; Support vector machine; Big data optimization; Partial separability; Huge-scale optimization; Iteration complexity; Expected separable over-approximation; Composite objective; Convex optimization; Communication complexity
info:eu-repo/semantics/conferenceObject
3
Pisciella, Paolo; Bertocchi, Maria; Vespucci, Maria Teresa
1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations
reserved
Non definito
273
(2015). Models for Optimization of Power Systems . Retrieved from http://hdl.handle.net/10446/55227
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