Results 51 to 60 of about 11,187 (168)
Optimal Control of Residents’ Controllable Load Resources Considering Different Demands of Users [PDF]
Optimizing the controllable load resources of residents on the demand side is a major aspect of virtual power plant (VPP). It is an important means to improve the utilization rate of new energy such as wind power and photovoltaic power, to achieve carbon
HUANG He +5 more
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【目的】为支撑智慧水务发展,满足水厂精细化调度需求,提升供水效率与资源利用率,需构建时供水量预测模型以优化生产调度。【方法】以华东地区A水厂为研究对象,本文综合时间特征、气象条件、设备检修工况及水力参数构建含58个初始特征的数据集,采用递归特征消除(RFE)算法筛选出16个关键特征,同时引入贝叶斯优化(BO)对极端梯度提升树(XGBoost)模型的超参数进行寻优,建立时供水量预测模型。【结果】BO后模型平均绝对百分比误差(MAPE)为4.58%,平均绝对误差(MAE)为676.02
Yang Yuling +5 more
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ABSTRACT Metal‐doped carbon‐based nanomaterials (M‐CNM) play a strategically significant role in next‐generation precision antibacterial and antitumor therapies, as they integrate synergistic photothermal ablation, catalytic reactive oxygen species (ROS) generation, and multimodal imaging capabilities. However, their clinical translation is hindered by
Pengxiang Liu +5 more
wiley +1 more source
ABSTRACT Integrating light emission and electromagnetic wave (EMW) absorption into a single material opens up possibilities for multienvironmental applications. Herein, we propose a novel “molecular engineering‐pyrolysis conversion” strategy to construct a bifunctional system with tunable photoluminescence and efficient EMW absorption performance.
Renjie Wang +7 more
wiley +1 more source
Research on Energy Efficiency Optimization Algorithm for Copper Flash Smelting Process Based on Data-driven [PDF]
铜闪速熔炼工序具有多变量、非线性、大时滞、强耦合、生产波动大的特点,传统的基于机理模型的优化控制系统很难适应多变的运行条件,预测结果偏差较大,影响最终的控制效果。随着计算机技术的发展,复杂工业过程中积累了大量生产数据,为我们从人工智能的角度进行建模与优化控制提供了数据基础。 本论文以某大型闪速炼铜企业的闪速熔炼生产过程为研究对象。为了实现铜闪速熔炼工序中的节能减耗,本文提出了一种满足三大工艺指标(冰铜品位,冰铜温度,渣中铁硅比)约束的能效优化模型:首先 ...
董云成
core
Two-Stage Robust Optimization Scheduling of Park-Level Hydrogen-Electric Coupling Systems With Demand Response and Carbon Trading [PDF]
ObjectivesHydrogen energy, as a clean energy source with high energy density and zero carbon emissions, is an important component of future energy systems.
PENG Yonggang, SUN Jing, ZHANG Jiaxin
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考虑电-气-碳综合交易的跨国电网分散式电力调度—以规划的东北亚跨国电网为例 [PDF]
为了实现跨国电网的有序发展与协调运行,跨国层面的电力交易、天然气交易和碳交易的有机结合十分关键。为此,以电力系统为核心,考虑天然气交易与碳交易的相关耦合因素,建立了跨国电-气-碳综合交易模型。在上述综合交易的框架下,建立了跨国电网的动态电力调度模型,以实现全局效益的最大化。进一步地,为了保护各个国家的工业信息隐私,提出了分散式的跨国电力调度算法,将全局优化问题转化为各个国家的子问题迭代求解,得到满足给定精度的全局最优解。最后,对东北亚跨国电网仿真算例进行测试,分析讨论在不同电-气 ...
杨青润 +4 more
doaj +1 more source
ABSTRACT The inherent brittleness of hardmetals stems from the rigid covalent bond in the ceramic matrix and the sharp ceramic/metal interface, which restricts the nucleation and motion of dislocations. In this study, a novel strategy is proposed to activate significant dislocation behaviors in the WC matrix by employing a non‐equiatomic CoNiFeCr ...
Cheng Qian +9 more
wiley +1 more source
Optimization Scheduling of Integrated Energy Systems in Communities Based on Demand Response and Stackelberg Game [PDF]
ObjectivesWith the continuous growth of demand-side response resources, traditional energy scheduling models struggle to meet the system requirements of high penetration levels of renewable energy.
CHEN Heng, GAO Yue, HOU Langbo, SUN Hao
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文章仿真验证了在差分相移键控(DPSK)解调时,通过调整延时线干涉仪(DLI)两臂的相对延迟来优化自由光谱范围(FSR),使其大于传输比特率,能够获得比传统1 bit延迟更好的传输性能,并得到了FSR的最优值。优化FSR后的DPSK解调系统对光信噪比(OSNR)灵敏度和色度色散容限范围均有改善,对偏振模色散(PMD)的容忍度没有明显提高。
曹云, 杨壮, 陈德华, 叶荣富
doaj

