Suchergebnisse - "Stochastic dual dynamic programming"

Analysis of stochastic dual dynamic programming method von Shapiro, Alexander

“… In this paper we discuss statistical properties and convergence of the Stochastic Dual Dynamic Programming (SDDP) method applied to multistage linear …”
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Energy transition and climate policy selection with stochastic demand: Evidence from Australian electricity generation expansion planning von Sun, Xiaotong, Anderson, Heather M., Wei, Wei, Zhang, Xibin

“… Australia’s Nationally Determined Contributions made in 2022, following the Paris Agreement in 2016, include a pledge to reduce greenhouse gas emissions to 43% …”
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Multi-Stage Stochastic Programming to Joint Economic Dispatch for Energy and Reserve With Uncertain Renewable Energy von Lu, Runzhao, Ding, Tao, Qin, Boyu, Ma, Jin, Fang, Xin, Dong, Zhaoyang

“… To address the uncertain renewable energy in the day-ahead optimal dispatch of energy and reserve, a multi-stage stochastic programming model is established in …”
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Managing Energy Storage in Microgrids: A Multistage Stochastic Programming Approach von Bhattacharya, Arnab, Kharoufeh, Jeffrey P., Bo Zeng

“… A microgrid is a small-scale version of a centralized power grid that generates, distributes and regulates electricity flow to local entities using distributed …”
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Generation capacity expansion planning with spatially-resolved electricity demand and increasing variable renewable energy supply: Perspectives from power pooling in West Africa von Bissiri, Mounirah, Moura, Pedro, Perez, Ricardo Cunha, Figueiredo, Nuno Carvalho, da Silva, Patrícia Pereira

“… Power pooling has emerged as a regional strategy for accelerating generation capacity expansion in West Africa with the aim of leveraging vast domestic energy …”
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Stochastic dual dynamic integer programming von Zou, Jikai, Ahmed, Shabbir, Sun, Xu Andy

“… Multistage stochastic integer programming (MSIP) combines the difficulty of uncertainty, dynamics, and non-convexity, and constitutes a class of extremely …”
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Stochastic Optimization of Microgrid Operation With Renewable Generation and Energy Storages von Aaslid, Per, Korpas, Magnus, Belsnes, Michael M, Fosso, Olav B

“… The operation of energy storage systems (ESSs) in power systems where variable renewable energy sources (VRESs) and ESSs must contribute to securing the …”
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Stochastic dual dynamic programming for multi-stage stochastic programming of sustainable utility systems von Liu, Nianxin, Yang, Kangyuan, Zhao, Liang, Ye, Zhencheng

“… Fossil fuels remain a predominant energy source in traditional industrial utility systems, resulting in significant carbon emissions. This study proposes a …”
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The value of nuclear power plants’ flexibility: A multistage stochastic dynamic programming approach von Blanchard, Ange, Massol, Olivier

“… In future power systems dominated by intermittent renewable generation, nuclear power plants will increasingly need to follow uncertain loads. However, …”
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Water values and marginal costs for power generation planning under more restrictive constraints and a more detailed representation of hydro plants von da Cruz, Cristiane Barbosa, Brandão, Lílian Chaves, Diniz, André Luiz

“… •Assessment of the effect of different types of hydraulic constraints in water values and system marginal costs for long term power generation …”
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Reliability-Constrained Power System Expansion Planning: A Stochastic Risk-Averse Optimization Approach von da Costa, Luiz Carlos, Thome, Fernanda Souza, Garcia, Joaquim Dias, Pereira, Mario V. F.

“… This work presents a methodology to incorporate reliability constraints in the optimal power systems expansion planning problem. Besides Loss Of Load …”
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Optimal bidding of a virtual power plant on the Spanish day-ahead and intraday market for electricity von Wozabal, David, Rameseder, Gunther

“… •Bidding on the Spanish spot markets can be planned as Markov decision process.•The problems solve sufficiently fast for the intended application.•Using …”
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Multi-Stage Distributionally Robust Stochastic Dual Dynamic Programming to Multi-Period Economic Dispatch With Virtual Energy Storage von Ding, Tao, Zhang, Xiaosheng, Lu, Runzhao, Qu, Ming, Shahidehpour, Mohammad, He, Yuankang, Chen, Tianen

“… A virtual energy storage (VES) model is proposed in this paper to accommodate renewable energy under a special market regulation. Such VESs can provide or …”
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Distributionally robust multi-stage stochastic programming for mid- and long-term cross-regional power markets von Huang, Yuhan, Ding, Tao, Zhang, Xiaosheng, Feng, Shuhai, Jin, Yiding, Sun, Yangsheng, Xing, Tong

“… •Proposes a novel distributionally robust multi-stage stochastic programming model for cross-regional power markets.•Designs a distributionally robust …”
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From strategic to tactical carriers’ selection: A new SDDP algorithm to handle dynamic stochastic demand von Schmiedel, Simon, Boujemaa, Rania, Rekik, Monia, Hajji, Adnène

“… This paper addresses a Carrier’s Selection and Shipment Assignment Problem (CSSAP) in a distribution network where a set of products need to be shipped from …”
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Uncertainty dynamics in energy planning models: An autoregressive and Markov chain modeling approach von Guevara, Esnil, Babonneau, Frédéric, Homem-de-Mello, Tito

“… This paper deals with the modeling of stochastic processes in long-term multi-stage energy planning problems when limited information is available about the …”
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Dual Stochastic Dual Dynamic Programming for Multi-Stage Economic Dispatch With Renewable Energy and Thermal Energy Storage von Zhang, Xiaosheng, Ding, Tao, Mu, Chenggang, Han, Ouzhu, Huang, Yuhan, Shahidehpour, Mohammad

“… The rapid growth of renewable energy sources brings great challenges to the economic dispatch of the modern power system. Retrofitting thermal power plants …”
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Optimal scheduling of a renewable energy-based park power system: A novel hybrid SDDP/MPC approach von Lei, Qiang, Huang, Yuan, Xu, Xiao, Zhu, Feng, Yang, Yuyan, Liu, Junyong, Hu, Weihao

“… •A hybrid algorithm and real-time scheduling framework are presented to handle uncertainties.•Nested rolling algorithms using SDDP and MPC is proposed for park …”
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Water resources management: a bibliometric analysis and future research directions von Favereau, Marcel, Babonneau, Frédéric, Lorca, Álvaro

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Risk neutral and risk averse Stochastic Dual Dynamic Programming method von Shapiro, Alexander, Tekaya, Wajdi, da Costa, Joari Paulo, Soares, Murilo Pereira

“… ► Generic description of the Stochastic Dual Dynamic Programming (SDDP) method is given. ► Case studies related to operation planning of the Brazilian …”
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