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Numerical Simulation of External-Cavity Distributed Feedback Semiconductor Laser
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作者 Tianyu Guan Chaoze Zhang +2 位作者 Yuqin Mao Ligang Huang Tao Zhu 《Optics and Photonics Journal》 2023年第6期109-118,共10页
We propose a theoretical model to describe external-cavity distributed feedback semiconductor lasers and investigate the impact of the number of external feedback points on linewidth and side-mode suppression ratio th... We propose a theoretical model to describe external-cavity distributed feedback semiconductor lasers and investigate the impact of the number of external feedback points on linewidth and side-mode suppression ratio through numerical simulation. The simulation results demonstrate that the linewidth of external-cavity semiconductor lasers can be reduced by increasing the external cavity length and feedback ratio, and adding more external feedback points can further narrow the linewidth and enhance the side mode suppression ratio. This research provides insight into the external cavity distributed feedback mechanism and can guide the design of high-performance external cavity semiconductor lasers. . 展开更多
关键词 External-Cavity Distributed Feedback Linewidth Compression mul-ti-Point Feedback Narrow-Linewidth Laser Semiconductor Laser
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电针“足三里”穴对脾气虚大鼠肌肉组织内线粒体自噬相关因子MUL1及ULK1表达的影响 被引量:7
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作者 薛亚楠 董佳梓 +2 位作者 曲怡 许环宇 张立德 《辽宁中医杂志》 CAS 2019年第4期856-859,共4页
目的:观察电针双侧"足三里"穴对脾气虚模型大鼠肌肉组织内线粒体自噬相关因子MUL1和ULK1基因及蛋白表达的影响。方法:32只SD雄性大鼠按随机数字表法分为4组:空白组、脾气虚组、治疗组、非经非穴组,每组8只。采用劳倦过度和不... 目的:观察电针双侧"足三里"穴对脾气虚模型大鼠肌肉组织内线粒体自噬相关因子MUL1和ULK1基因及蛋白表达的影响。方法:32只SD雄性大鼠按随机数字表法分为4组:空白组、脾气虚组、治疗组、非经非穴组,每组8只。采用劳倦过度和不规则饮食复合法复制脾气虚证大鼠模型,依据造模评定标准造模成功后,治疗组大鼠给予电针双侧"足三里"穴治疗处理,非经非穴组大鼠给予电针双侧非经非穴点干预处理,1次/d,20min/次,空白组及脾气虚组大鼠在操作台上固定20min,不给予其它处理。干预7d后取胃及骨骼肌组织,采用荧光定量PCR法检测大鼠胃及骨骼肌组织MUL1和ULK1 mRNA表达水平,蛋白质免疫印迹法(WB)检测大鼠胃及骨骼肌组织内MUL1和ULK1蛋白含量变化。结果:脾气虚组和非经非穴组大鼠胃及骨骼肌组织内MUL1 mRNA和蛋白表达水平均明显高于空白组,ULK1 mRNA及蛋白表达下降(P <0. 05);治疗组大鼠胃及骨骼肌组织MUL1 mRNA和蛋白表达水平相比于脾气虚组有所下降,ULK1mRNA及蛋白表达升高(P <0. 05);非经非穴组同脾气虚组相比无统计学意义(P <0. 05)。结论:电针"足三里"穴可以从转录水平上抑制脾气虚大鼠肌肉组织内MUL1的过表达,稳定ULK1的调节作用,参与线粒体自噬的调控作用进而改善脾气虚证。 展开更多
关键词 足三里 肌肉 mul1 ULK1
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Multistep Quadrature Based Methods for Nonlinear System of Equations with Singular Jacobian
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作者 Oghovese Ogbereyivwe Kingsley Obiajulu Muka 《Journal of Applied Mathematics and Physics》 2019年第3期702-725,共24页
Methods for the approximation of solution of nonlinear system of equations often fail when the Jacobians of the systems are singular at iteration points. In this paper, multi-step families of quadrature based iterativ... Methods for the approximation of solution of nonlinear system of equations often fail when the Jacobians of the systems are singular at iteration points. In this paper, multi-step families of quadrature based iterative methods for approximating the solution of nonlinear system of equations with singular Jacobian are developed using decomposition technique. The methods proposed in this study are of convergence order , and require only the evaluation of first-order Frechet derivative per iteration. The approximate solutions generated by the proposed iterative methods in this paper compared with some existing contemporary methods in literature, show that methods developed herein are efficient and adequate in approximating the solution of nonlinear system of equations whose Jacobians are singular and non-singular at iteration points. 展开更多
关键词 Nonlinear System of Equations QUADRATURE FORmulA SINGULAR JACOBIAN mul-tistep Iterative Methods
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Proposal of an ultrasonographic classification for hepatic alveolar echinococcosis: Echinococcosis multilocularis Ulm classification-ultrasound 被引量:21
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作者 Wolfgang Kratzer Beate Gruener +9 位作者 Tanja EM Kaltenbach Sarina Ansari-Bitzenberger Peter Kern Michael Fuchs Richard A Mason Thomas FE Barth Mark M Haenle Andreas Hillenbrand Suemeyra Oeztuerk Tilmann Graeter 《World Journal of Gastroenterology》 SCIE CAS 2015年第43期12392-12402,共11页
AIM: To establish an ultrasonographic classification based on a large sample of patients with confirmed hepatic alveolar echinococcosis(AE).METHODS: Clinical data and ultrasonography(US) findings of 185 patients(100 m... AIM: To establish an ultrasonographic classification based on a large sample of patients with confirmed hepatic alveolar echinococcosis(AE).METHODS: Clinical data and ultrasonography(US) findings of 185 patients(100 males; 85 females; mean age at diagnosis: 51.4 ± 17.6 years; mean age at time of US examination: 58.7 ± 18.2 years) were retrospectively reviewed with respect to the US morphology of hepatic AE lesions. The sonomorphological findings were grouped according to a five-part classification scheme.RESULTS: Application of the new classification resulted in the following distribution of sonomorphological patterns among the patients examined: hailstorm(54.1%); pseudocystic(13.5%); ossification(13.0%); hemangioma-like(8.1%); and metastasis-like(6.5%). Only 4.9% of lesions could not be assigned to a sonomorphological pattern.CONCLUSION: The sonomorphological classification proposed in the present study facilitates the diagnosis,interpretation and comparison of hepatic alveolar echinococcosis in routine practice and in the context of scientific studies. 展开更多
关键词 HEPATIC ECHINOCOCCOSIS ECHINOCOCCUS mul tiloculari
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使用MUL TI WASH PLUS全自动洗板机的几点体会
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作者 林国英 周宁 《医疗装备》 2004年第6期42-42,共1页
关键词 mul TIWASH PLUS全自动洗板机 洗液瓶 清洗头 过滤器
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Bellc Mul TMAT plus system血液透析机故障维修两例
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作者 张辉 《医疗装备》 2004年第12期36-36,共1页
关键词 Bellc mul TMAT PLUS system血液透析机 故障维修 工作原理 故障现象
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Multiobjective Program with Support Functions Under(G, C, ρ)-Convexity Assumptions
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作者 YUAN Dehui LIU Xiaoling 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第5期1148-1163,共16页
This paper deals with multiobjective programming problems with support functions under (G, C, ρ)-convexity assumptions. Not only sufficient but also necessary optimality conditions for this kind of multiobjective p... This paper deals with multiobjective programming problems with support functions under (G, C, ρ)-convexity assumptions. Not only sufficient but also necessary optimality conditions for this kind of multiobjective programming problems are established from a viewpoint of (G, C, ρ)-convexity. When the sufficient conditions are utilized, the corresponding duality theorems are derived for general Mond-Weir type dual program. 展开更多
关键词 (G C ρ)-convex G-duality theory G-necessary conditions G-sufficient conditions mul-tiobjective program
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DYNAMIC BANDWIDTH ALLOCATION IN AN ATM MULTIPLEXER WITH MULTICLASS TRAFFIC AND ITS PERFORMANCE ANALYSIS
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作者 Lu Guanghong(Computer Center, Sichuan University, Chengdu 610064) 《Journal of Electronics(China)》 1998年第4期339-346,共8页
This paper introduces two source models: MAP(Markovian arrival process) model for the traffic with correlation and burst, e.g., voice, video, etc. and PAP(Poisson arrival process) model for the traffic with non-correl... This paper introduces two source models: MAP(Markovian arrival process) model for the traffic with correlation and burst, e.g., voice, video, etc. and PAP(Poisson arrival process) model for the traffic with non-correlation, such as data, etc. Then a movable boundary bandwidth access policy is chosen.Basing on above model, the performance measures, e.g., mean waiting time and loss probability,especially the queue length time distribution are obtained. Finally, a number of numerical results are provided and shown through simulation. 展开更多
关键词 ATM Markovian ARRIVAL PROCESS (MAP) Poisson ARRIVAL Process(PAP) mul-ticlass TRAFFIC
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Multiple Debye Spherical Layers and Universe —Gravitation Originates from Electric Force
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作者 Delong Chi 《Journal of Applied Mathematics and Physics》 2021年第3期477-483,共7页
<div style="text-align:justify;"> Electric field superposition principle and Gauss’s law are the basis of electrostatics. By extended analysis on the electric field lines of a charge, it is shown that... <div style="text-align:justify;"> Electric field superposition principle and Gauss’s law are the basis of electrostatics. By extended analysis on the electric field lines of a charge, it is shown that electric field superposition principle and Gauss’s law are not tenable in some states, involving the electric field of ion atmosphere that is a key concept in Debye-Hückel theory of electrolyte solution and plasma. Unveiling Debye shield, ion atmosphere (Debye spherical layer 1) actually is equivalent to continue to transmit the electric field originated from the central ion, just changing the direction of the electric field. Debye spherical layer 2 and multiple Debye spherical layers generate in the transmission. Due to the effect of the multiple Debye spherical layers of charged particles in the universe, gravitation originates from electric force. </div> 展开更多
关键词 Electric Field Superposition Principle Gauss’s Law Ion Atmosphere mul-tiple Debye Spherical Layers
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A COPY OF MUL.APIN FROM A PRIVATE LIBRARY AT ASHUR(VAT 9429)
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作者 Russell Hobson 《Journal of Ancient Civilizations》 2009年第1期35-38,共4页
Extensive excavations at the site of Ashur allowed Olaf Pedersén to reconstruct, to a considerable level of detail, the many archives and libraries in official and private collections that existed at ancient Ashu... Extensive excavations at the site of Ashur allowed Olaf Pedersén to reconstruct, to a considerable level of detail, the many archives and libraries in official and private collections that existed at ancient Ashur through the 展开更多
关键词 VAT 9429 A COPY OF mul.APIN FROM A PRIVATE LIBRARY AT ASHUR
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Vertical Handover Decision for Mobile IoT Edge Gateway Using Multi-Criteria and Fuzzy Logic Techniques
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作者 Amit Singh Gaur Jyoti Budakoti Chung-Horng Lung 《Advances in Internet of Things》 2020年第4期57-93,共37页
Internet of Things (IoT) is ubiquitous, including objects or devices communicating through heterogenous wireless networks. One of the major challenges in mobile IoT is an efficient vertical handover decision (VHD) tec... Internet of Things (IoT) is ubiquitous, including objects or devices communicating through heterogenous wireless networks. One of the major challenges in mobile IoT is an efficient vertical handover decision (VHD) technique between heterogenous networks for seamless connectivity with constrained resources. The conventional VHD approach is mainly based on received signal strength (RSS). The approach is inefficient for vertical handover, since it always selects the target network with the strongest signal without taking into consideration of factors such as quality of service (QoS), cost, delay, etc. In this paper, we present a hybrid approach by integrating the multi-cri- teria based VHD (MCVHD) technique and an algorithm based on fuzzy logic for efficient VHD among Wi-Fi, Radio and Satellite networks. The MCVHD provides a lightweight solution that aims to achieving seamless connectivity for mobile IoT Edge Gateway over a set of heterogeneous networks. The proposed solution is evaluated in real time using a testbed containing real IoT devices. Further, the testbed is integrated with lightweight and efficient software techniques, e.g., microservices, containers, broker, and Edge/Cloud techniques. The experimental results show that the proposed approach is suitable for an IoT environment and it outperforms the conventional RSS Quality based VHD by minimizing handover failures, unnecessary handovers, handover time and cost of service. 展开更多
关键词 Internet of Things (IoT) Handover Vertical Handover Decision (VHD) Tech-nique for Order Preference by Similarity to Ideal Solution (TOPSIS) mul-ti-Criteria Based VHD (MCVHD) Containers Microservice Edge Computing
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TRIM37在多种疾病中的研究进展
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作者 张秋阳 赵甜甜 宋铁芳 《医学综述》 CAS 2024年第18期2193-2198,共6页
三联基序(TRIM)37为TRIM蛋白家族的成员之一,在多种生理和病理过程中扮演关键角色。MUL综合征是由TRIM37基因突变引起的一种罕见疾病,这类患者发生恶性肿瘤及炎症性疾病的风险显著增高。目前研究发现TRIM37参与包括肿瘤、炎症性疾病、... 三联基序(TRIM)37为TRIM蛋白家族的成员之一,在多种生理和病理过程中扮演关键角色。MUL综合征是由TRIM37基因突变引起的一种罕见疾病,这类患者发生恶性肿瘤及炎症性疾病的风险显著增高。目前研究发现TRIM37参与包括肿瘤、炎症性疾病、免疫相关性疾病及氧化应激损伤性疾病在内的多种疾病的发生发展,涉及磷脂酰肌醇-3-激酶/蛋白激酶B、Wnt/β联蛋白和核因子κB等信号通路。TRIM37的突变、缺乏、过表达均可对机体产生影响。未来进一步研究TRIM37在肿瘤、炎症、免疫应答和氧化应激等方面的具体作用机制,可为预防和治疗相关疾病提供新思路。 展开更多
关键词 肿瘤 炎症 mul综合征 氧化应激 三联基序37 突变
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考虑多关节时滞的液压挖掘机轨迹跟踪研究
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作者 邱清盈 窦方健 +1 位作者 管成 武建伟 《哈尔滨工程大学学报》 EI CAS CSCD 北大核心 2024年第5期938-946,共9页
为了减小多关节系统的时滞特性对液压挖掘机工作装置轨迹跟踪精度的影响,本文设计了考虑时滞的长短期记忆-广义回归级联网络和一种基于该网络模型的多关节控制系统。利用几何法分析闭式链运动状态,建立以摇臂关节为末端反馈关节的含闭... 为了减小多关节系统的时滞特性对液压挖掘机工作装置轨迹跟踪精度的影响,本文设计了考虑时滞的长短期记忆-广义回归级联网络和一种基于该网络模型的多关节控制系统。利用几何法分析闭式链运动状态,建立以摇臂关节为末端反馈关节的含闭式链的工作装置运动学逆解,通过4-3-3-3-4多项式轨迹规划算法在关节空间上生成轨迹。结合LSTM的时序处理能力和GRNN的强非线性映射能力,以比例阀信号和关节转角的各阶延迟以及目标转角作为网络输入特征,通过多关节联动辨识建立起输出信号和输入特征的映射关系模型,将关节模型作为逆控制器实现多关节轨迹跟踪。经AMESim-Simulink仿真验证:在空载或变载荷作用下,与不考虑时滞的LSTM系统比,考虑时滞的多关节控制系统能更准确、更迅速、更平滑地跟踪规划轨迹,误差小,并且系统具有较强鲁棒性。 展开更多
关键词 液压挖掘机 时滞 轨迹跟踪 运动学逆解 神经网络 多关节控制系统
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学前融合教育多重制度逻辑的表征、冲突与重塑
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作者 朱敬 黄丽静 《现代教育管理》 北大核心 2024年第8期56-66,共11页
发展学前融合教育是实现我国学前教育优质普惠发展的内在要求,是教育现代化发展的水平标志与重要任务。中央政府、地方政府、幼儿园及学生家长等多元主体在参与学前融合教育实践中所做出的行为选择往往受到其所处制度场域的制约,表现出... 发展学前融合教育是实现我国学前教育优质普惠发展的内在要求,是教育现代化发展的水平标志与重要任务。中央政府、地方政府、幼儿园及学生家长等多元主体在参与学前融合教育实践中所做出的行为选择往往受到其所处制度场域的制约,表现出多重制度逻辑。具体而言,中央政府依循国家逻辑执行国家意志;地方政府依循绩效逻辑执行上级任务并维护自身利益最大化;幼儿园遵循教育逻辑为全体儿童提供教育服务;学生家长依循个人逻辑维护自身利益。在学前融合教育实践中,各主体由于价值观念的差异和对有限资源的角逐,不可避免地导致多重制度逻辑之间的冲突,具体表现为地方政府自由裁量权下的政策失真,幼儿园多重压力下无奈选择责任规避,儿童家长利益离散下的心理疑虑。对此,须有针对性地对多重制度逻辑进行调节,以推进学前融合教育高质量发展,具体应从以下三个方面努力:一是强化政府责任,促进政策的制定与执行形成闭环;二是健全支持体系,提升学前融合教育质量水平;三是化解家长疑虑,以获得家长在情感和行动上的支持。 展开更多
关键词 学前融合教育 学前特殊教育 学前教育 多重制度逻辑 逻辑冲突
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基于贮存剖面的弹上电子部件可靠性分析
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作者 刘晓娣 李田科 韩建立 《装备环境工程》 CAS 2024年第5期82-87,共6页
目的提高弹上电子部件贮存可靠性预测的准确度,提出基于贮存剖面的弹上电子部件可靠性分析方法。方法在分析弹上电子部件贮存剖面及环境条件的基础上,将弹上电子部件视为多阶段任务系统,引入贝叶斯分析,采用分阶段建模方法,针对各阶段... 目的提高弹上电子部件贮存可靠性预测的准确度,提出基于贮存剖面的弹上电子部件可靠性分析方法。方法在分析弹上电子部件贮存剖面及环境条件的基础上,将弹上电子部件视为多阶段任务系统,引入贝叶斯分析,采用分阶段建模方法,针对各阶段相关性和失效率的不同,基于累积损伤模型,构建弹上电子部件贮存寿命周期内的可靠性模型。结果相比于洞库贮存、值班等单一环境条件下的可靠性预测,基于贮存剖面综合环境下的可靠性预测结果的准确性更高,且随着贮存时间的增长,优势更明显。结论该方法立足于实际贮存剖面,分析结果更符合弹上电子部件的应用实际,也为其他弹上部件的可靠性分析提供了一种有效途径。 展开更多
关键词 可靠性 弹上电子部件 贮存剖面 多阶段任务系统 贝叶斯分析 累积损伤模型
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MULTI-SOURCE QUANTITATIVE PHOTOACOUSTIC TOMOGRAPHY WITH DETECTOR RESPONSE FUNCTION AND LIMITED-VIEW SCANNING 被引量:1
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作者 Jing Feng Weifeng Zhou Hao Gao 《Journal of Computational Mathematics》 SCIE CSCD 2016年第6期590-609,共20页
A practical image reconstruction method for multi-source quantitative photoacoustic tomography (QPAT) is proposed in this work with the consideration of detector response function and limited-view scanning. First, t... A practical image reconstruction method for multi-source quantitative photoacoustic tomography (QPAT) is proposed in this work with the consideration of detector response function and limited-view scanning. First, the correct detector response function, i.e., spa- tim impulse response (SIR) and acousto-electric impulse response (EIR), is considered for the ultrasonic transducer to accurately model the acoustic measurement; second, acoustic data is only measured near optical sources with meaningful signal-to-noise ratio (SNR), i.e., the limited-view scanning, which also reduces the data acquisition time for point trans- ducer. However, due to the incomplete limited-view data, a two-step image reconstruction method (i.e., to first reconstruct initial acoustic pressure and then reconstruct optical coef- ficients) no longer applies, since it is neither possible nor necessary to robustly reconstruct initial acoustic pressure with limited-view data. Therefore, here we propose a direct image reconstruction method that incorporates SIR, EIR and limited-view scanning in a coupled opto-acoustic forward model, regularizes the framelet sparsity, and then solves the QPAT alternating direction method of multipliers. nonlinear QPAT data fidelity with tensor problem with Quasi-Newton method based 展开更多
关键词 Quantitative photoacoustic tomography Alternating direction method of mul-tipliers Image reconstruction.
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运动训练负荷的多模态监控模式及实践策略
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作者 陆施熠 胡海旭 +1 位作者 金成平 田浩 《中国体育科技》 北大核心 2024年第1期33-45,60,共14页
在体育科学与技术领域,对运动训练负荷进行专业化和精确化的监控和施加被公认是高质量训练的重要前提,它对于优化训练过程并实现高质量的训练创新至关重要。采用文献资料调研和比较分析等方法,深入探讨了目前广受认可的外部和内部负荷... 在体育科学与技术领域,对运动训练负荷进行专业化和精确化的监控和施加被公认是高质量训练的重要前提,它对于优化训练过程并实现高质量的训练创新至关重要。采用文献资料调研和比较分析等方法,深入探讨了目前广受认可的外部和内部负荷监控方法的优劣和适用条件,并进一步提出基于项群特征和训练情景的多模态训练负荷监控模式,其实践要点包括多模态综合评估体能状态、个性化训练调整、利用技术工具和数据分析、强调恢复的重要性、持续跟踪和反馈。未来应加速推进以人工智能赋能多模态监控模式的中国实践。 展开更多
关键词 内部负荷 外部负荷 训练负荷 主观强度感知 多模态监控
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基于强化学习的离场飞行程序航迹生成方法
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作者 宋歌 韩鹏飞 罗钰翔 《计算机应用》 CSCD 北大核心 2024年第S01期355-362,共8页
现代飞行程序设计受地形、障碍物、空域和飞行性能等多种因素的影响,设计过程中需进行大量针对设计细节有效性的评估工作;设计完毕的飞行程序还需专业的飞行试飞人员进行模拟机和真机试飞,耗费大量的人力、经济成本。如果试飞前缺少针... 现代飞行程序设计受地形、障碍物、空域和飞行性能等多种因素的影响,设计过程中需进行大量针对设计细节有效性的评估工作;设计完毕的飞行程序还需专业的飞行试飞人员进行模拟机和真机试飞,耗费大量的人力、经济成本。如果试飞前缺少针对性的分析评估,一方面会增加试飞成本的支出,另一方面也会导致真机试飞环节存在安全隐患。针对上述问题,利用深度强化学习技术,提出一种在满足飞行程序设计规范条件下,面向飞行程序有效性和可行性验证的离场航迹自动生成方法。首先,利用空气动力学原理,建立考虑飞行性能和障碍物超障因素的基本飞行动力学模型,并借助Unity3D引擎构建三维可视化的训练平台;其次,在PyTorch深度学习框架中,利用Mlagents强化学习平台构建航空器在飞行时各个阶段的试飞训练模型,设计包括起飞、转弯、巡航和降落这4个目标的场景和奖励函数。以离场飞行程序试飞为例,采用厦门高崎机场某PBN(Performance Based Navigation)离场程序进行实例训练验证,并利用动态时间规整(DTW)距离量化实际生成航迹与标称航迹之间的偏离度。实验结果显示,偏差度满足飞行程序超障保护区的限制要求。上述训练模型在其他离场程序的实验结果也验证了模型具有较好的泛化能力。 展开更多
关键词 现代飞行程序设计 深度强化学习 航迹生成 分层强化学习 多维度动态时间规整
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一种未知转速下的RV减速器故障诊断方法
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作者 唐靖 林长鹏 +2 位作者 柳景 兰江 韦开湘 《中北大学学报(自然科学版)》 CAS 2024年第1期22-29,共8页
随着制造业的快速发展,工业机器人已经成为智能制造的核心执行单元。针对旋转矢量(Rotary vector,RV)减速器在运行过程中转速时变、瞬时转速不易被读取的问题,提出一种基于电流信号和振动信号的RV减速器健康状态评估方法。基于电流信号... 随着制造业的快速发展,工业机器人已经成为智能制造的核心执行单元。针对旋转矢量(Rotary vector,RV)减速器在运行过程中转速时变、瞬时转速不易被读取的问题,提出一种基于电流信号和振动信号的RV减速器健康状态评估方法。基于电流信号的瞬时频率获取输入转频信息,计算得出减速器组成部件的故障特征频率;同步截取平稳振动信号,再利用粒子寻优的变分模态分解算法对提取出来的振动特征进行分解,并基于多维评价函数选取故障敏感分量进行包络分析,以挖掘故障信息进而评估其健康状态。最后,通过实验数据集验证该方法的有效性。结果表明,本文所提方法可以获得工业机器人在作业时的关节输入转速,同时,多维评价函数可以从RV减速器信号中提取富含冲击信息的故障敏感分量。 展开更多
关键词 未知转速 工业机器人 旋转矢量(Rotary vector RV)减速器 故障诊断 多维评价函数
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基于物联网技术的用户历史用电数据智能信息采集方法
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作者 党志慧 《长江信息通信》 2024年第5期89-91,共3页
当前用户历史用电数据智能信息采集节点的设置多为独立式,数据采集的覆盖范围受限制,导致采集单元速率大幅度下降,为此提出对基于物联网技术的用户历史用电数据智能信息采集方法的设计与验证分析。根据当前的测试需求及标准,先明确历史... 当前用户历史用电数据智能信息采集节点的设置多为独立式,数据采集的覆盖范围受限制,导致采集单元速率大幅度下降,为此提出对基于物联网技术的用户历史用电数据智能信息采集方法的设计与验证分析。根据当前的测试需求及标准,先明确历史用电数据采集覆盖范围,部署多层级传感采集节点,设计物联网用户历史用电数据智能信息采集模型,采用畸变数据自动筛选的方式来实现信息采集。测试结果表明:针对选定的6个测试周期,对比于传统正则自编码器及Optuna寻优用电数据智能信息采集测试组、传统B+搜索树算法用电数据智能信息采集测试组,物联网用电数据智能信息采集测试组的采集单元速率均可以达到8.5Mbps以上,说明在物联网技术的辅助下,当前所设计的用户历史用电数据智能信息采集方法更为高效,具有实际的应用价值。 展开更多
关键词 物联网技术 智能信息 信息采集 多维采集方法
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