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Large scale electricity storage is set to play an increasingly important role in the management of future energy networks. A major aspect of the economics of such projects is captured in arbitrage, i.e. buying electricity when it is cheap…

最优化与控制 · 数学 2015-05-25 James Cruise , Lisa Flatley , Richard Gibbens , Stan Zachary

Design, architecture and deployment details of a decision support system engineered to minimize operating costs of compressor stations in a gas network are presented. The system employs standard simulation software for pipelines, combined…

系统与控制 · 计算机科学 2013-11-15 Mariusz Kamola , Sebastian Plamowski

Modeling and optimization of multi-echelon supply chain systems is challenging as it requires a holistic approach that exploits synergies and interactions between echelons while accurately accounting for variability observed by these…

最优化与控制 · 数学 2019-01-03 Anshul Agarwal

Variations of physical and chemical characteristics of biomass lead to an uneven flow of biomass in a biorefinery, which reduces equipment utilization and increases operational costs. Uncertainty of biomass supply and high processing costs…

最优化与控制 · 数学 2021-01-11 Berkay Gulcan , Sandra D. Eksioglu , Yongjia Song , Mohammad Roni , Qiushi Chen

Since hydrogen has many advantages (e.g., free pollution, extensive sources, convenient storage and transportation), hydrogen-based multi-energy systems (HMESs) have received wide attention. However, existing works on the optimal operation…

系统与控制 · 电气工程与系统科学 2021-09-23 Liang Yu , Shuqi Qin , Zhanbo Xu , Xiaohong Guan , Chao Shen , Dong Yue

Warehouse optimization stands as a critical component for enhancing operational efficiency within the industrial sector. By strategically streamlining warehouse operations, organizations can achieve significant reductions in logistical…

High responsiveness and economic efficiency are critical objectives in supply chain transportation, both of which are influenced by strategic decisions on shipping mode. An integrated framework combining an efficient simulator with an…

人工智能 · 计算机科学 2025-07-11 Haoyue Bai , Haoyu Wang , Nanxu Gong , Xinyuan Wang , Wangyang Ying , Haifeng Chen , Yanjie Fu

We introduce Bayesian optimization, a technique developed for optimizing time-consuming engineering simulations and for fitting machine learning models on large datasets. Bayesian optimization guides the choice of experiments during…

机器学习 · 统计学 2017-11-22 Peter I. Frazier , Jialei Wang

In this article, we will discuss the optimization of Shanghai's recycling collection program, with the core of the task as making a decision among the choice of the alternatives. We will be showing a vivid and comprehensive application of…

计算机与社会 · 计算机科学 2026-02-02 Jiaxuan Chen , Ling Zhou Shen , Jinchen Liu

An important new trend in additive manufacturing is the use of optimization to automatically design industrial objects, such as beams, rudders or wings. Topology optimization, as it is often called, computes the best configuration of…

Recent advancements in quantum computing and quantum-inspired algorithms have sparked renewed interest in binary optimization. These hardware and software innovations promise to revolutionize solution times for complex problems. In this…

Algorithms for creating optimal configurations of warehouse threedimensional systems consisting of unified transport and warehouse modules are presented in the article. The constructions of these modules, and methods for constructing a…

机器人学 · 计算机科学 2024-01-09 A. V. Razumovsky , M. V. Saramud , S. B. Tkachev , N. V. Shtabel

In this paper, we propose a distributed multi-stage optimization method for planning complex missions for heterogeneous multi-robot teams. This class of problems involves tasks that can be executed in different ways and are associated with…

机器人学 · 计算机科学 2021-09-22 Barbara Arbanas Ferreira , Tamara Petrović , Stjepan Bogdan

The distributed schedule optimization of energy storage constitutes a challenge. Such algorithms often expect an input set containing all feasible schedules or respectively require to efficiently search the schedule space. It is hardly…

多智能体系统 · 计算机科学 2022-11-07 Rico Schrage , Paul Hendrik Tiemann , Astrid Nieße

Optimizing the energy efficiency of driving processes provides valuable insights into the underlying physics and is of crucial importance for numerous applications, from biological processes to the design of machines and robots. Knowledge…

软凝聚态物质 · 物理学 2024-04-02 Sarah A. M. Loos , Samuel Monter , Felix Ginot , Clemens Bechinger

As global attention on renewable and clean energy grows, the research and implementation of microgrids become paramount. This paper delves into the methodology of exploring the relationship between the operational and environmental costs of…

人工智能 · 计算机科学 2023-10-04 Hongyi Duan , Qingyang Li , Yuchen Li , Jianan Zhang , Yuming Xie

Accurate low dimension chemical kinetic models for methane are an essential component in the design of efficient gas turbine combustors. Kinetic models coupled to computational fluid dynamics (CFD) provide quick and efficient ways to test…

化学物理 · 物理学 2022-06-10 Mark Kelly , Gilles Bourque , Stephen Dooley

We consider the chemostat model with the substrate concentration as the single measurement. We propose a control strategy that drives the system at a steady state maximizing the gas production without the knowledge of the specific growth…

最优化与控制 · 数学 2013-05-14 Alain Rapaport , Jan Sieber , Serafim Rodrigues , Mathieu Desroches

Combining an energy-efficient drone with a high-capacity truck for last-mile package delivery can benefit operators and customers by reducing delivery times and environmental impact. However, directly integrating drone flight dynamics into…

最优化与控制 · 数学 2025-07-23 Yineng Sun , Armin Fügenschuh , Vikrant Vaze

Motivated by modern-day applications such as Attended Home Delivery and Preference-based Group Scheduling, where decision makers wish to steer a large number of customers toward choosing the exact same alternative, we introduce a novel…

最优化与控制 · 数学 2025-02-13 Omar El Housni , Marouane Ibn Brahim , Danny Segev