Suchergebnisse - "Stochastic Programming"

Data‐Driven Rolling Horizon Approach for Dynamic Design of Supply Chain Distribution Networks under Disruption and Demand Uncertainty von Fattahi, Mohammad, Govindan, Kannan

“… ABSTRACT We address the dynamic design of supply chain networks in which the moments of demand distribution function are uncertain and facilities’ availability …”
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A flexible-reliable operation optimization model of the networked energy hubs with distributed generations, energy storage systems and demand response von Dini, Anoosh, Hassankashi, Alireza, Pirouzi, Sasan, Lehtonen, Matti, Arandian, Behdad, Baziar, Ali Asghar

“… This paper presents a novel optimization model for the flexible-reliable operation (FRO) of energy hubs (EHs) in electricity, natural gas, and district heating …”
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Multi-Period Active Distribution Network Planning Using Multi-Stage Stochastic Programming and Nested Decomposition by SDDIP von Ding, Tao, Qu, Ming, Huang, Can, Wang, Zekai, Du, Pengwei, Shahidehpour, Mohammad

“… This paper presents a multi-period active distribution network planning (ADNP) with distributed generation (DG). The objective of the proposed ADNP is to …”
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Optimal sizing of wind/ concentrated solar plant/ electric heater hybrid renewable energy system based on two-stage stochastic programming von Li, Rong, Guo, Su, Yang, Yong, Liu, Deyou

“… Component capacity and energy management strategy are two key issues for the optimal sizing of a hybrid renewable energy system. In this study, a two-stage …”
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Optimal logistics planning for modular construction using two-stage stochastic programming von Hsu, Pei-Yuan, Angeloudis, Panagiotis, Aurisicchio, Marco

“… The construction sector is currently undergoing a shift from stick-built construction to modular building systems that take advantage of modern prefabrication …”
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Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization von Ghadimi, Saeed, Lan, Guanghui, Zhang, Hongchao

“… This paper considers a class of constrained stochastic composite optimization problems whose objective function is given by the summation of a differentiable …”
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A Modified Progressive Hedging Approach for Multistage Intraday Trade of EV aggregators von Shinde, Priyanka, Kouveliotis-Lysikatos, Iasonas, Amelin, Mikael, Song, Meng

“… The growing prominence of electric vehicle (EV) aggregators in the modern power system is drawing more attention towards modeling their behavior in the …”
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Stochastic Planning of Integrated Energy System via Frank-Copula Function and Scenario Reduction von Lin, Shunfu, Liu, Chitao, Shen, Yunwei, Li, Fangxing, Li, Dongdong, Fu, Yang

“… Uncertainty introduces both significant complexity and the high risk of suboptimal investment decisions into power system planning. Considering the multiple …”
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Integrated estimate-and-optimize decision trees learning for two-stage linear decision-making problems von Ribeiro, Rafaela, Fanzeres, Bruno

“… Several decision-making under uncertainty problems found in industry and the scientific community can be framed as stochastic programs. Traditionally, these …”
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A Multi-Stage Stochastic Programming-Based Offloading Policy for Fog Enabled IoT-eHealth von Zhang, Long, Cao, Bin, Li, Yun, Peng, Mugen, Feng, Gang

“… To meet low latency and real-time monitoring demands of IoT-eHealth, fog computing is envisioned as a key technology to offer elastic computing resource at the …”
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Capacitated facility location problem under uncertainty with service level constraints von Zhang, Haoyue, Kalcsics, Jörg

“… Classic facility location models often assume customer demands to be deterministic, although real-world demand is usually uncertain, especially in long-term …”
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Energy-Efficient Trajectory Design for UAV-Aided Maritime Data Collection in Wind von Zhang, Yifan, Lyu, Jiangbin, Fu, Liqun

“… Unmanned aerial vehicles (UAVs), especially fixed-wing ones that withstand strong winds, have great potential for oceanic exploration and research. This paper …”
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Review of wind power scenario generation methods for optimal operation of renewable energy systems von Li, Jinghua, Zhou, Jiasheng, Chen, Bo

“… •The state-of-the-art scenario generation methods are classified and reviewed comprehensively.•An evaluation framework for scenario generation methods is …”
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Online platform-based reverse logistics network design for mobile phones with resilience capability: Stochastic programming and Benders decomposition von Liu, Yong, Chen, Weidong, Qiu, Junyuan

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A bilevel multistage stochastic self-scheduling model with indivisibilities for trading in the continuous intraday electricity market von Shinde, Priyanka, Aravena, Ignacio

“… In this paper, we study the profit maximization problem of a virtual power plant trading in the continuous intraday electricity market. Our virtual power plant …”
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A multi-stage joint planning and operation model for energy hubs considering integrated demand response programs von Mansouri, S.A., Ahmarinejad, A., Sheidaei, F., Javadi, M.S., Rezaee Jordehi, A., Esmaeel Nezhad, A., Catalão, J.P.S.

“… •Developing a stochastic model for the joint planning and operation of energy hub.•Dividing the solution space into two stages to increase the solution …”
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A stabilised Benders decomposition with adaptive oracles for large-scale stochastic programming with short-term and long-term uncertainty von Zhang, Hongyu, Mazzi, Nicolò, McKinnon, Ken, Nava, Rodrigo Garcia, Tomasgard, Asgeir

“… Benders decomposition with adaptive oracles was proposed to solve large-scale optimisation problems with a column-bounded block-diagonal structure, where …”
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A modified CVaR‐based interval coordination model for economic benefit and pollutant discharge von Wang, Faqiang, Fu, Xiang, Liu, Shuangjun

“… This paper proposes a modified conditional value‐at‐risk interval two‐stage stochastic programming coordination model (MCITSP) for water allocation and …”
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Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market von Vandael, Stijn, Claessens, Bert, Ernst, Damien, Holvoet, Tom, Deconinck, Geert

“… This paper addresses the problem of defining a day-ahead consumption plan for charging a fleet of electric vehicles (EVs), and following this plan during …”
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A chance-constrained two-stage stochastic programming model for humanitarian relief network design von Elçi, Özgün, Noyan, Nilay

“… •Introduce a new risk-averse stochastic pre-disaster relief network design problem.•Develop a novel chance-constrained two-stage stochastic programming …”
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