Optimal Operation of Integrated Energy Systems Under Uncertainties

Distributionally Robust and Stochastic Methods

Paperback Engels 2023 9780443141225

€ 229,-

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Samenvatting

Optimal Operation of Integrated Energy Systems Under Uncertainties: Distributionally Robust and Stochastic Models discusses new solutions to the rapidly emerging concerns surrounding energy usage and environmental deterioration. Integrated energy systems (IESs) are acknowledged to be a promising approach to increasing the efficiency of energy utilization by exploiting complementary (alternative) energy sources and storages. IESs show favorable performance for improving the penetration of renewable energy sources (RESs) and accelerating low-carbon transition. However, as more renewables penetrate the energy system, their highly uncertain characteristics challenge the system, with significant impacts on safety and economic issues.

To this end, this book provides systematic methods to address the aggravating uncertainties in IESs from two aspects: distributionally robust optimization and online operation.

Specificaties

ISBN13:9780443141225

Taal:Engels

Bindwijze:Paperback

Aantal pagina's:250

Uitgever:Elsevier Science

Hoofdrubriek:Economie, Inkoop en logistiek

Thema:

KCJ Economische vooruitzichten

KNB Energie- en nutsindustrie

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Inhoudsopgave

1. Introduction
2. Day-ahead energy management of IES with distributionally robust approach
3. Distributionally robust heat-and-electricity pricing for IES with decision dependent uncertainties
4. Multi-level coordinated energy management for IES in hybrid markets
5. Energy management based on multi-agent deep reinforcement learning for IES
6. Stochastic multi-energy management schemes with deferrable loads
7. Energy trading for multiple IESs