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Deep Synchronization Control of Grid-Forming Converters:A Reinforcement Learning Approach
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作者 Zhuorui Wu Meng Zhang +2 位作者 Bo Fan Yang Shi Xiaohong Guan 《IEEE/CAA Journal of Automatica Sinica》 2025年第1期273-275,共3页
Dear Editor,This letter proposes a deep synchronization control(DSC) method to synchronize grid-forming converters with power grids. The method involves constructing a novel controller for grid-forming converters base... Dear Editor,This letter proposes a deep synchronization control(DSC) method to synchronize grid-forming converters with power grids. The method involves constructing a novel controller for grid-forming converters based on the stable deep dynamics model. To enhance the performance of the controller, the dynamics model is optimized within the deep reinforcement learning(DRL) framework. Simulation results verify that the proposed method can reduce frequency deviation and improve active power responses. 展开更多
关键词 reduce frequency deviation enhance performance stable deep dynamics model improve active power responses deep reinforcement learning drl dynamics model deep synchronization control dsc deep synchronization control
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Combining Micro Technologies and Unmanned Systems to Support Public Safety and Homeland Security 被引量:1
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作者 Richard E. Baker 《Journal of Civil Engineering and Architecture》 2012年第10期1399-1404,共6页
Previously, the military establishment has been the primary developer and user of micro technologies associated with unmanned systems. As these technologies become available commercially, a need exists to integrate th... Previously, the military establishment has been the primary developer and user of micro technologies associated with unmanned systems. As these technologies become available commercially, a need exists to integrate the use of the technology into local or regional public safety and homeland security incidents. The purpose of this presentation is to explain several key factors to consider when using micro technologies and unmanned systems in support of public safety and homeland security officials. Real time information is critical to the decision making process for public safety and homeland security officials to make assessments and quickly resolve crisis situations. Unmanned micro-vehicles and micro technologies are well suited to remotely observe, gather essential information, and immediately relay it to incident responders. These technologies can provide extremely important support during responses to hostage situations, hazardous environments, search and rescue, natural disasters, border patrol and many others. The true benefit is having remote resources providing real time support to incident responders. This paper discusses the use of several different types of micro-vehicle platforms in public safety scenarios and their use of associated technologies such as GPS (Global Positioning System) autopilot, communication, and sensor devices. 展开更多
关键词 Public safety first responders unmanned systems improved incident response
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An improved algorithm for numerical calculation of seismic response spectra 被引量:1
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作者 Chengwang Liao Wei Ding Fei Li 《Geodesy and Geodynamics》 2016年第2期148-155,共8页
The information of seismic response spectra is key to many problems concerned with aseismic structure and is also helpful for earthquake disaster relief if it is generated in time when earthquake happens. While curren... The information of seismic response spectra is key to many problems concerned with aseismic structure and is also helpful for earthquake disaster relief if it is generated in time when earthquake happens. While current numerical calculation methods suffer from poor precision, especially in frequency band near Nyquist frequency, we present a set of improved parameters for precision improvement. It is shown that precision of displacement and velocity response spectra are both further improved compared to current numerical algorithms. A uniform fitting formula is given for computing these parameters for damping ratio range of 0.01-0.9, quite convenient for practical application. 展开更多
关键词 Seismic response spectra Calculation Numerical algorithm improvement
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Improved Emergency Response with TETRA
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作者 Risto Toikkanen 《China Communications》 SCIE CSCD 2008年第4期90-98,共9页
Ⅰ. EXECUTIVE SUMMARYAuthorities and emergency services used to be at the forefront of mobile communications–after all, respond-ing to emergencies has always required mobility. How-ever, the professionals’ technolog... Ⅰ. EXECUTIVE SUMMARYAuthorities and emergency services used to be at the forefront of mobile communications–after all, respond-ing to emergencies has always required mobility. How-ever, the professionals’ technologically leading position has diminished with the explosive growth of 展开更多
关键词 Improved Emergency Response with TETRA WORK NET GPRS GSM
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Application of artificial slope stability evaluation of improved response surface method in Donggang Power Plant
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作者 LI Xiangli 《Global Geology》 2014年第1期38-43,共6页
The study of artificial slope stability has been a key item of geological engineering projects. Though more evaluation methods are available,result of stability evaluation simulation does not explain the actual proble... The study of artificial slope stability has been a key item of geological engineering projects. Though more evaluation methods are available,result of stability evaluation simulation does not explain the actual problem owing to the diversified geological engineering factors and complexity. The author made a detailed study based on surveys of large amount of geological engineering research on Donggang Power Plant slope project,discussed the comprehensive factors influencing the project,and gave analytical calculation and evaluation to the improved response surface of the slope project. The study result shows that the slope is stable,which can provide scientific basis for designing the slope. 展开更多
关键词 SLOPE improved response surface method RELIABILITY plastic deformation STABILITY
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Probabilistic stability study of optimally designed retaining structures against nonlinear soil backfills
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作者 Wentao LI Rui ZHANG Xiangqian SHENG 《Frontiers of Structural and Civil Engineering》 2025年第7期1146-1156,共11页
This study adopts a reliability-based optimization approach for the failure mechanism analysis and design of the retaining wall considering nonlinear soil backfills.The assumed failure mechanism is represented by rigi... This study adopts a reliability-based optimization approach for the failure mechanism analysis and design of the retaining wall considering nonlinear soil backfills.The assumed failure mechanism is represented by rigid blocks within a kinematically admissible framework in a rotational coordinate system.Then the active and passive earth pressures are derived from the optimization procedure.A convenient way for incorporating seepage effects is proposed and implemented in the nonlinear upper bound analysis.Finally,a novel response surface method is employed to calculate the failure probability considering different probabilistic scenarios and distribution types with high calculation efficacy.The accuracy of the proposed method is evaluated using the Monte Carlo simulations with 1 million trials.Sensitivity analysis indicated that soil unit weight and initial cohesion are the critical factors dominating the failure probability of passive and active mechanism,respectively.The reliability-based design can be performed to obtain the safe range of the lateral force against nonlinear soil backfills with a target failure probability. 展开更多
关键词 reliability analysis retaining structure improved response surface method nonlinear failure optimal earth pressure
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