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AUTONOMOUS AGENT FRAMEWORK AND ITS DECISION-MAKING
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作者 李斌 朱梧槚 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2005年第1期59-63,共5页
Autonomy, a key property associated with the agent, is an important topic in the current research of the agent theory. Although no definition of the agent autonomy is universally accepted, an important aspect of the a... Autonomy, a key property associated with the agent, is an important topic in the current research of the agent theory. Although no definition of the agent autonomy is universally accepted, an important aspect of the agent autonomy is the decision-making capability of the agents. This paper investigates the autonomy of the agent, presents a framework for autonomous agent and discusses its decision-making process. Started with introducing a language for representing autonomous agent, a framework is proposed for modeling autonomous agent based on a BDI model and the situation calculus. Finally, a kind of decision-making process of the autonomous agent is presented. 展开更多
关键词 autonomous agent agent theory BDI model situation calculus decision-making
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COLLISION AVOIDANCE DECISION-MAKING MODEL OF MULTI-AGENTS IN VIRTUAL DRIVING ENVIRONMENT WITH ANALYTIC HIERARCHY PROCESS 被引量:4
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作者 LU Hong YI Guodong +1 位作者 TAN Jianrong LIU Zhenyu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第1期47-52,共6页
Collision avoidance decision-making models of multiple agents in virtual driving environment are studied. Based on the behavioral characteristics and hierarchical structure of the collision avoidance decision-making i... Collision avoidance decision-making models of multiple agents in virtual driving environment are studied. Based on the behavioral characteristics and hierarchical structure of the collision avoidance decision-making in real life driving, delphi approach and mathematical statistics method are introduced to construct pair-wise comparison judgment matrix of collision avoidance decision choices to each collision situation. Analytic hierarchy process (AHP) is adopted to establish the agents' collision avoidance decision-making model. To simulate drivers' characteristics, driver factors are added to categorize driving modes into impatient mode, normal mode, and the cautious mode. The results show that this model can simulate human's thinking process, and the agents in the virtual environment can deal with collision situations and make decisions to avoid collisions without intervention. The model can also reflect diversity and uncertainly of real life driving behaviors, and solves the multi-objective, multi-choice ranking priority problem in multi-vehicle collision scenarios. This collision avoidance model of multi-agents model is feasible and effective, and can provide richer and closer-to-life virtual scene for driving simulator, reflecting real-life traffic environment more truly, this model can also promote the practicality of driving simulator. 展开更多
关键词 Analytic hierarchy process (AHP) Collision avoidance decision-making model Driving simulator Virtual driving environment agent Driving behavior
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Analyzing the Roles of Agricultural Extension Agents in Hybrid Rice Technology Decision-Making Process of Farmers
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作者 Naing Kyi Win Kyaw Kyaw Win +1 位作者 Cho Cho San Nyein Nyein Htwe 《Economics World》 2018年第4期303-313,共11页
The study determined the roles of agricultural extension in hybrid rice technology decision-making process by extension agents,Nay Pyi Taw,Myanmar.The specific objectives were:to study personal characteristics of agri... The study determined the roles of agricultural extension in hybrid rice technology decision-making process by extension agents,Nay Pyi Taw,Myanmar.The specific objectives were:to study personal characteristics of agricultural extension agents,experiences and their roles,to identify extension agents’opinion on hybrid rice technology decision-making process,and to determine relationship between the roles of agricultural extension agents and decision-making process of hybrid rice production.One hundred and eight extension agents were collected who were working in Department of Agriculture,Nay Pyi Taw area and surveyed and interviewed by questionnaires.The study revealed that majority of agricultural extension agents(65.7%)were female staffs and most of extension agents(40.7%)were under 30 years as young staffs.Majority of extension agents(81.5%)were educated only Agri-Diploma.More than half(54.6%)had one to five-year experiences in employment and 58.3%had no hybrid rice training experience and source of information regarding the hybrid rice production was received 63.9%from Department of Agriculture(DOA).Study found that there was highly significant relationship between most of the roles of agricultural extension agents and hybrid rice technology decision-making process of stages 4 and 5.And then most of the extension agents’roles singnificantly related with stage 2 except role of conducting introduction of hybrid seeds and distribution through by Seed Co.Ltds which was highly significant.Beside,most of the roles of extension agents significantly related with stage 3.However stages 1 and 6 were no singnificantly related.Finally above all,a well structure seed business,Good Agricultural Practices and farm level mechanization and quality extension service are very important to increase the adoption of hybrid rice in Myanmar. 展开更多
关键词 AGRICULTURAL extension agents’roles hybrid rice decision-making process
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Synthesis of Ionic and Non-Ionic Modified Waterborne Polyurethane Curing Agent
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作者 Ying Qiao Xu-dong Zhang 《Journal of Electronic Research and Application》 2024年第1期86-92,共7页
By using HDI and TMP as the main raw materials,polyethylene glycol 400(PEG400)is used as a non-ionic hydrophilic modifier,and sodium hydroxyethyl sulfonate is used as an ionic hydrophilic modifier to synthesize a dual... By using HDI and TMP as the main raw materials,polyethylene glycol 400(PEG400)is used as a non-ionic hydrophilic modifier,and sodium hydroxyethyl sulfonate is used as an ionic hydrophilic modifier to synthesize a dual hydrophilic modified polyurethane curing agent.Research revealed that introducing PEG400 for hydrophilic chain segments and sodium hydroxyethyl sulfonate for hydrophilic ionic groups in the polyurethane curing agent component leads to a uniform distribution of hydrophilic components,significantly enhancing compatibility with the aqueous polyol component,and results in excellent film performance.The synthesis process and film were characterized using Fourier transform infrared spectroscopy and high-resolution scanning electron microscopy in the study. 展开更多
关键词 COATING Water polyurethane Curing agent Two-package double modification
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基于多代理Double DQN算法模拟发电侧竞价行为 被引量:18
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作者 高宇 李昀 +2 位作者 曹蓉蓉 李宁峰 高铭泽 《电网技术》 EI CSCD 北大核心 2020年第11期4175-4182,共8页
强化学习已经成为研究发电侧竞价策略的重要方法,而Q-Learning算法的Q-table维度问题是限制其应用在发电侧竞价策略的主要原因,为此文章采用智能多代理Double DQN(doubledeepq-learningnetwork,DDQN)算法进行研究。DDQN算法采用神经网... 强化学习已经成为研究发电侧竞价策略的重要方法,而Q-Learning算法的Q-table维度问题是限制其应用在发电侧竞价策略的主要原因,为此文章采用智能多代理Double DQN(doubledeepq-learningnetwork,DDQN)算法进行研究。DDQN算法采用神经网络估计值函数与选择动作策略,解决了Q-Learning会因为状态序列的增加导致计算量庞大甚至无法求解的问题。此外,文章根据日前市场发电商报价方式设计了报价策略并作为DDQN的动作空间,将发电商中标电量与负荷需求作为DDQN的状态序列,在tensorflow环境中模拟竞价过程。实验结果表明,使用DDQN算法模拟发电商竞价行为是可行的,并且参与竞价的发电商都达到了纳什均衡点。 展开更多
关键词 多代理 double DQN 神经网络 竞价行为 纳什均衡
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Research on active defense decision-making method for cloud boundary networks based on reinforcement learning of intelligent agent
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作者 Huan Wang Yunlong Tang +4 位作者 Yan Wang Ning Wei Junyi Deng Zhiyan Bin Weilong Li 《High-Confidence Computing》 EI 2024年第2期50-61,共12页
The cloud boundary network environment is characterized by a passive defense strategy,discrete defense actions,and delayed defense feedback in the face of network attacks,ignoring the influence of the external environ... The cloud boundary network environment is characterized by a passive defense strategy,discrete defense actions,and delayed defense feedback in the face of network attacks,ignoring the influence of the external environment on defense decisions,thus resulting in poor defense effectiveness.Therefore,this paper proposes a cloud boundary network active defense model and decision method based on the reinforcement learning of intelligent agent,designs the network structure of the intelligent agent attack and defense game,and depicts the attack and defense game process of cloud boundary network;constructs the observation space and action space of reinforcement learning of intelligent agent in the non-complete information environment,and portrays the interaction process between intelligent agent and environment;establishes the reward mechanism based on the attack and defense gain,and encourage intelligent agents to learn more effective defense strategies.the designed active defense decision intelligent agent based on deep reinforcement learning can solve the problems of border dynamics,interaction lag,and control dispersion in the defense decision process of cloud boundary networks,and improve the autonomy and continuity of defense decisions. 展开更多
关键词 Active defense decision-making Cloud boundary network security Intelligent agent reinforcement learning Offensive and defensive game
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Hepatitis C and double-hit B cell lymphoma successfully treated by antiviral therapy 被引量:2
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作者 Giovanni Galati Lorenzo Rampa +5 位作者 Umberto Vespasiani-Gentilucci Mirella Marino Francesco Pisani Carlo Cota Alessandro Guidi Antonio Picardi 《World Journal of Hepatology》 CAS 2016年第29期1244-1250,共7页
B cells lymphoma is one of the most challenging extrahepatic manifestations of hepatitis C virus(HCV). Recently, a new kind of B-cell lymphoma, named doublehit B(DHL), was characterized with an aggressive clinical cou... B cells lymphoma is one of the most challenging extrahepatic manifestations of hepatitis C virus(HCV). Recently, a new kind of B-cell lymphoma, named doublehit B(DHL), was characterized with an aggressive clinical course whereas a potential association with HCV was not investigated. The new antiviral direct agents(DAAs) against HCV are effective and curative in the majority of HCV infections. We report the first case, to our knowledge, of DHL and HCV-infection successfully treated by new DAAs. According to our experience, a DHL must be suspected in case of HCV-related lymphoma, and an early diagnosis could direct towards a different hematological management because a worse prognosis might be expected. A possible effect of DAAs on DHL regression should be investigated, but eradicating HCV would avoid life-threatening reactivation of viral hepatitis during pharmacological immunosuppression in oncohaematological diseases. 展开更多
关键词 Hepatitis C LYMPHOMA Direct antiviral agents double hit lymphoma Chronic hepatitis C
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Different oxidation routes for lattice oxygen recovery of double-perovskite type oxides LaSrFeCoO6 as oxygen carriers for chemical looping steam methane reforming 被引量:3
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作者 Kun Zhao Yang Shen +5 位作者 Zhen Huang Fang He Guoqiang Wei Anqing Zheng Haibin Li Zengli Zhao 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2017年第3期501-509,共9页
Double-perovskite type oxide LaSrFeCoO(LSFCO) was used as oxygen carrier for chemical looping steam methane reforming(CL-SMR) due to its unique structure and reactivity. Two different oxidation routes,steam-oxidat... Double-perovskite type oxide LaSrFeCoO(LSFCO) was used as oxygen carrier for chemical looping steam methane reforming(CL-SMR) due to its unique structure and reactivity. Two different oxidation routes,steam-oxidation and steam-air-stepwise-oxidation, were applied to investigate the recovery behaviors of the lattice oxygen in the oxygen carrier. The characterizations of the oxide were determined by X-ray diffraction(XRD), X-ray photoelectron spectroscopy(XPS), hydrogen temperature-programmed reduction(H-TPR) and scanning electron microscopy(SEM). The fresh sample LSFCO exhibits a monocrystalline perovskite structure with cubic symmetry and high crystallinity, except for a little impurity phase due to the antisite defect of Fe/Co disorder. The deconvolution distribution of XPS patterns indicated that Co,and Fe are predominantly in an oxidized state(Feand Fe) and(Coand Co), while O 1s exists at three species of lattice oxygen, chemisorbed oxygen and physical adsorbed oxygen. The double perovskite structure and chemical composition recover to the original state after the steam and air oxidation, while the Co ion cannot incorporate into the double perovskite structure and thus form the CoO just via individual steam oxidation. In comparison to the two different oxidation routes, the sample obtained by steam-oxidation exhibits even higher CHconversion, CO and Hselectivity and stronger hydrogen generation capacity. 展开更多
关键词 double-PEROVSKITE Chemical looping Lattice oxygen Oxidizing agent Redox
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Synthesis and Characterization of LDHs (Layered Double Hydroxides) Intercalated with EDTA (Ethylenediaminetetracetic Acid) or EDDS (N, N'-1, 2-Ethanediylbis-l-Aspartic Acid)
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作者 Shuang Zhang Naoki Kano Hiroshi Imaizumi 《Journal of Environmental Science and Engineering(A)》 2016年第11期549-558,共10页
The hydrotalcite-like compound [Zn2Al·(OH)6] NO3·nH2O and [Mg2Al·(OH)6] NO3·nH2O (shorted as ZnA1-NO3 and MgAl-NO3) was intercalated with the chelating agent EDTA (Ethylenediaminetetraacetic... The hydrotalcite-like compound [Zn2Al·(OH)6] NO3·nH2O and [Mg2Al·(OH)6] NO3·nH2O (shorted as ZnA1-NO3 and MgAl-NO3) was intercalated with the chelating agent EDTA (Ethylenediaminetetraacetic Acid) and EDDS (N, N'-1, 2-Ethanediylbis-1-Aspartic Acid) by anion exchange. The materials synthesized in this work were characterized by chemical analysis, FT-IR (Fourier Transform Infrared Spectroscopy), SEM (Scanning Electron Microscopy) and XRD (Powder X-ray Diffraction) to confirm their properties. In order to discuss the adsorption capacity of LDHs (Layered Double Hydroxides), the adsorption experiment was investigated under the optimum condition (10 mg, 25℃ and 100 μg·L-1). The amount of metallic ions adsorbed by LDHs intercalated with EDTA and precursor LDHs were determined by ICP-AES (Inductively Coupled Plasma-Atomic Emission Spectrometry) and AAS (Atomic Absorption Spectrometry). The intercalation of EDTA leads to improve the adsorption capacity of LDHs. LDHs intercalated with chelating agents have generally high affinity for removing metallic ions, and they can be efficient adsorbents for metallic ions. 展开更多
关键词 Layered double Hydroxide chelating agents metallic ions adsorption.
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稠油化学降黏剂研究进展与发展趋势 被引量:3
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作者 张阳 安高峰 +3 位作者 蒋琪 王鼎立 毛金成 蒋冠辰 《特种油气藏》 CAS CSCD 北大核心 2024年第1期9-19,共11页
在双碳背景下,以热采为主的稠油开采技术如何经济、高效、绿色地提高稠油采收率是研究者关注的重点问题。实现稠油油藏的商业开采,其本质是降低稠油黏度,提高流动能力。文章系统分析了稠油的致黏机理以及各类降黏剂的降黏机理,总结了乳... 在双碳背景下,以热采为主的稠油开采技术如何经济、高效、绿色地提高稠油采收率是研究者关注的重点问题。实现稠油油藏的商业开采,其本质是降低稠油黏度,提高流动能力。文章系统分析了稠油的致黏机理以及各类降黏剂的降黏机理,总结了乳化降黏剂、油溶性降黏剂、纳米降黏剂的合成工艺,评价了不同降黏剂的优势与不足。并对降黏剂发展趋势进行讨论与展望。对现有化学降黏剂的梳理有助于新型降黏剂体系的开发,提高稠油油藏开采效率。 展开更多
关键词 稠油 降黏剂 致黏机理 降黏机理 乳化降黏 双碳
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基于深度强化学习的测井曲线自动深度校正方法 被引量:3
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作者 熊文君 肖立志 +1 位作者 袁江如 岳文正 《石油勘探与开发》 EI CAS CSCD 北大核心 2024年第3期553-564,共12页
针对传统测井曲线深度校正需要手动调整曲线,而对于多口井的深度校正工作量巨大,需要大量人工参与,且工作效率较低的问题,提出一种多智能体深度强化学习方法(MARL)来实现多条测井曲线自动深度匹配。该方法基于卷积神经网络(CNN)定义多... 针对传统测井曲线深度校正需要手动调整曲线,而对于多口井的深度校正工作量巨大,需要大量人工参与,且工作效率较低的问题,提出一种多智能体深度强化学习方法(MARL)来实现多条测井曲线自动深度匹配。该方法基于卷积神经网络(CNN)定义多个自上而下的双滑动窗口捕捉测井曲线上相似的特征序列,并设计一个智能体与环境的互动机制来控制深度匹配过程。通过双深度Q学习网络(DDQN)选取一个动作来平移或缩放测井特征序列,并利用反馈的奖励信号来评估每个动作的好坏,以学习到最优的控制策略达到提升深度校正精度的目的。研究表明,MARL方法可以自动完成多口井、不同测井曲线的深度校正任务,减少人工干预。在油田实例应用中,对比分析了动态时间规整(DTW)、深度Q学习网络(DQN)和DDQN等方法的测试结果,DDQN算法采用双网络评估机制有效改进了算法的性能,能够识别和对齐测井曲线特征序列上更多的细节,具有较高的深度匹配精度。 展开更多
关键词 人工智能 机器学习 深度校正 测井曲线 多智能体深度强化学习 卷积神经网络 双深度Q学习网络
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基于agent的连续双向拍卖人工股市建模研究 被引量:2
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作者 巩兰杰 王春峰 房振明 《计算机应用研究》 CSCD 北大核心 2008年第12期3602-3604,3609,共4页
我国股票市场是连续双向拍卖的订单驱动市场,而在连续双向拍卖人工股市的仿真研究中,目前发现的仿真模型均是在Swarm中实现的[1],用Java实现的仿真模型尚未发现。对仿真得到的数据进行了分析,仿真数据表明,真实股票市场中的一些典型特... 我国股票市场是连续双向拍卖的订单驱动市场,而在连续双向拍卖人工股市的仿真研究中,目前发现的仿真模型均是在Swarm中实现的[1],用Java实现的仿真模型尚未发现。对仿真得到的数据进行了分析,仿真数据表明,真实股票市场中的一些典型特征都可在本文模型的仿真过程出现。 展开更多
关键词 基于agent的计算金融 连续双向拍卖 人工股市
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ZSM-35沸石的合成及其催化裂解庚烷制烯烃
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作者 张晓丹 张永军 +5 位作者 韩洪晶 张亚男 王海英 张加羽 刘心雨 陈彦广 《炼油与化工》 CAS 2024年第5期7-13,共7页
利用烷烃催化裂解制备轻烯烃的研究已取得显著进展,而提高轻烯烃产率和选择性仍然存在挑战。文中采用水热合成方法以吡咯烷(PYR)和十六烷基三甲基溴化铵(CTAB)为双模板剂制备了具有层状薄片堆叠构成的球形ZSM-35-0.01CTAB分子筛。通过PY... 利用烷烃催化裂解制备轻烯烃的研究已取得显著进展,而提高轻烯烃产率和选择性仍然存在挑战。文中采用水热合成方法以吡咯烷(PYR)和十六烷基三甲基溴化铵(CTAB)为双模板剂制备了具有层状薄片堆叠构成的球形ZSM-35-0.01CTAB分子筛。通过PYR和CTAB的相互作用,相对于母体ZSM-35催化剂,ZSM-35-0.01CTAB比表面积和孔体积分别由309 m^(2)/g和0.19 m^(3)/g升至340 m^(2)/g和0.24 m^(3)/g。在正庚烷催化裂解过程中,相比于ZSM-35的27.68%和ZSM-35-0.005CTAB的32.19%,有促进中间体的传质,将C_(2)^(=)~C_(4)^(=)产率提升至37.05%。新的合成策略为调节ZSM-35沸石的形貌和尺寸提供了有效途径,并在烷烃裂解过程中提供了新的理论指导。 展开更多
关键词 ZSM-35沸石 双模板剂 正庚烷 催化裂解 C_(2)^(=)~C_(4)^(=)
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温拌LDHs改性沥青混合料抗紫外老化性能及应用研究
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作者 卢忠明 米轶轩 +4 位作者 吴少鹏 蒋永庆 黄文嗣 王志 周宇恒 《武汉工程大学学报》 CAS 2024年第5期585-590,共6页
采用层状双金属氢氧化物(LDHs)作为抗紫外添加剂,温拌剂作为降黏添加剂,制备了一种新型抗紫外沥青混合料。通过透射电子显微镜研究了LDHs的晶体稳定性,同时通过黏度试验研究了温拌剂的降黏效果,再通过物理性能试验、车辙试验、水稳定性... 采用层状双金属氢氧化物(LDHs)作为抗紫外添加剂,温拌剂作为降黏添加剂,制备了一种新型抗紫外沥青混合料。通过透射电子显微镜研究了LDHs的晶体稳定性,同时通过黏度试验研究了温拌剂的降黏效果,再通过物理性能试验、车辙试验、水稳定性试验研究了LDHs的最佳掺量及温拌LDHs改性沥青混合料的抗紫外老化性能,最后铺筑温拌LDHs改性沥青混合料试验段,对试验路用性能进行评价。结果表明:在170℃下,LDHs具有良好的晶体稳定性,温拌剂能显著降低LDHs改性沥青的黏度,LDHs能够有效提高温拌沥青混合料的抗紫外性能和力学性能,推荐实体工程中掺加LDHs质量与沥青质量之比为0.03。 展开更多
关键词 改性沥青 沥青混合料 层状双金属氢氧化物 温拌剂 老化性能
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双低剂量肺动脉血管造影(CTPA)成像技术在诊断肺动脉栓塞的可行性研究 被引量:1
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作者 汪劭川 曾一红 +2 位作者 孙政文 许馨予 成启华 《中国CT和MRI杂志》 2024年第1期68-70,共3页
目的探讨64排螺旋CT在低碘对比剂剂量和低辐射剂量下施行肺动脉血管造影(CTPA)成像技术在诊断肺动脉栓塞的可行性。方法选取本院2021-2023年度疑似患有肺动脉栓塞的受检者60例。所有受检者均接受CTPA检查,将受检者分为常规剂量组管电压1... 目的探讨64排螺旋CT在低碘对比剂剂量和低辐射剂量下施行肺动脉血管造影(CTPA)成像技术在诊断肺动脉栓塞的可行性。方法选取本院2021-2023年度疑似患有肺动脉栓塞的受检者60例。所有受检者均接受CTPA检查,将受检者分为常规剂量组管电压120KV,碘对比剂剂量30~40ml(30例)和低剂量组管电压100KV,碘对比剂剂量15mL(30例)均使用非离子型水溶性碘对比剂碘美普尔(400gl/100mL)。两组受检者均憋气扫描完成,比较两组受检者的CT值、背景噪声、信噪比(signal to noise ratio,SNR)、容积CT剂量指数(computed tomography dose index,CTDIvoI)、剂量长度乘积(dose length product,DLP)。结果低剂量组与常规剂量组的CT值、背景噪声、SNR、DLP、CTDIvoI相比有差异有统计学意义(P<0.01)。低剂量组与常规剂量组的图像质量相比没有统计学意义(P>0.05)。低剂量组与常规剂量组相比,其动脉栓塞检出率没有统计学意义(P>0.05)。结论在肺动脉血管造影(CTPA)成像上选用双低剂量,能够减少受检者发生碘对比剂肾病(contrast induced nephronpathy,CIN)并降低所承受到的辐射剂量,且双低剂量CTPA成像对肺动脉栓塞检查可行性高值得临床应用及推广。 展开更多
关键词 肺动脉栓塞 肺动脉血管造影CTPA 双低剂量 碘对比剂 计算机体层摄影技术
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一次性避光输液器避光性能的研究 被引量:1
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作者 焦西斌 范要民 路丹 《塑料助剂》 CAS 2024年第1期36-39,共4页
研究影响一次性使用避光输液器避光性能的因素,确定影响产品避光性能的主要技术参数,保证避光输液器产品的质量。采用双层共挤(吹)塑工艺,加入避光剂的管路/滴斗外层不接触药液,接触药液的管路/滴斗内层不含避光剂,规避避光剂与药物的... 研究影响一次性使用避光输液器避光性能的因素,确定影响产品避光性能的主要技术参数,保证避光输液器产品的质量。采用双层共挤(吹)塑工艺,加入避光剂的管路/滴斗外层不接触药液,接触药液的管路/滴斗内层不含避光剂,规避避光剂与药物的接触反应和药物的遇光分解,影响疗效;保持避光剂占成型基料聚氯乙烯的质量分数(简称避光剂浓度)不变,调节避光层(管路/滴斗外层)厚度,检测管路/滴斗的透光率,确定避光层的合理厚度;保持避光层厚度不变,调节避光剂浓度,检测管路/滴斗的透光率,确定合理的避光剂浓度;综合比较,确定避光输液器合理的主要技术参数及产品避光性能。避光剂浓度保持不变,管路/滴斗透光率与避光层厚度成反比,当避光剂浓度为0.20%,避光层厚度≥0.40mm,管路/滴斗透光率符合标准要求;避光层厚度保持不变,管路/滴斗透光率与避光剂浓度成反比,当避光层厚度为0.45 mm,避光剂比例在0.20%,避光率符合标准要求。一次性使用避光输液器采用双层共挤(吹)塑工艺生产,避光剂浓度控制在0.20%,输液管路/滴斗避光层厚度控制在(0.45±0.05)mm,管路内层控制在(0.20±0.05)mm,避光输液器产品的性能符合技术要求。 展开更多
关键词 避光输液器 双层共挤(吹)塑工艺 避光剂 透光率
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一个基于移动Agent防止双重消费的离线电子支付模型及协议
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作者 温涛 王济勇 刘积仁 《计算机科学》 CSCD 北大核心 2002年第1期122-125,共4页
Because it is quite unsatisfactory that in anonymous off-line payment schemes the multiple spending of coins can only be detected but not prevented,a model and protocols of off-line electronic payment system preventin... Because it is quite unsatisfactory that in anonymous off-line payment schemes the multiple spending of coins can only be detected but not prevented,a model and protocols of off-line electronic payment system preventing double-spending and based on Mobile Agents are presented in this paper,which improve the off-line payment scheme based on hardware observer^[1].Because the hardware device called Observer in[2] is replaced by the software object of Mobile Agents which is called Mobile Observer,thus customers don''''''''t need to worry about the bottle-neck and vulnerability owing to all the interactions to a single device.This paper discusses the life recycle of the Mobile Observer and the security problems of the Mobile Agents system.In addition,this model presents a recovery mechanism for the failure of the customer end system.Hence,the sceurity,robustness,practicality of the model are higher than any one of the previous systems. 展开更多
关键词 电子商务 离线电子支付模型 移动agent 协议
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磷酸铁锂电极结构对其电化学性能的影响
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作者 陈笙元 杨续来 方靖 《电源技术》 CAS 北大核心 2024年第7期1219-1225,共7页
锂离子电池电极微观结构对电极活性物质的电化学性能有着重要的影响。利用双层涂布技术实现了不同组成、不同孔隙结构的双层磷酸铁锂电极构筑,其中通过在远离集流体的电极涂层组分中添加碳酸氢铵,使得电极涂层从集流体到电极表面呈现出... 锂离子电池电极微观结构对电极活性物质的电化学性能有着重要的影响。利用双层涂布技术实现了不同组成、不同孔隙结构的双层磷酸铁锂电极构筑,其中通过在远离集流体的电极涂层组分中添加碳酸氢铵,使得电极涂层从集流体到电极表面呈现出孔隙率逐渐增大的电极结构特征。结果表明,从集流体到电极表面呈现出孔隙率逐渐增大的双层结构厚电极(涂层厚度为77.3μm),常温1 C倍率下放电比容量达145.3 mAh/g,60次循环后容量保持率为97.2%,常温5 C倍率下仍具有40 mAh/g的放电比容量,而相同面密度下单层结构厚电极(涂层厚度为74.9μm)的5 C放电比容量为0。 展开更多
关键词 锂离子电池 造孔剂 双层电极
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基于多智能体深度强化学习的多船协同避碰策略
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作者 黄仁贤 罗亮 《计算机集成制造系统》 EI CSCD 北大核心 2024年第6期1972-1988,共17页
为了提高多船会遇时智能避碰策略的协同性、安全性、实用性和节能性,在中心化训练去中心化执行框架下,结合优先经验回放机制提出一种多智能体Softmax深层双确定性策略梯度PER-MASD3算法,用于解决多船协同避碰问题,该算法不仅解决了双延... 为了提高多船会遇时智能避碰策略的协同性、安全性、实用性和节能性,在中心化训练去中心化执行框架下,结合优先经验回放机制提出一种多智能体Softmax深层双确定性策略梯度PER-MASD3算法,用于解决多船协同避碰问题,该算法不仅解决了双延迟确定策略梯度(TD3)算法存在的值估计偏差问题,还在模型训练过程中引入熵正则项,以促进探索和控制随机控制策略,采用自适应噪声对不同阶段的任务进行有效探索,进一步提升了算法的学习效果和稳定性。通过实验验证,所提算法在解决多船协同避碰问题上具有较好的决策效果、更快的收敛速度和更稳定的性能。 展开更多
关键词 多智能体深度强化学习 协同避碰 中心化训练去中心化执行 优先经验回放 多智能体Softmax深层双确定性策略梯度
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面向区域覆盖的多无人机动态通信资源分配方法
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作者 卢毛毛 刘春辉 董赞亮 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2024年第9期2939-2950,共12页
针对多无人机区域覆盖任务中的机间通信资源分配问题,提出了一种基于强化学习的多智能体动态通信资源分配模型。利用多智能体生成树覆盖方法生成任务区域内各个无人机的覆盖航线,对无人机与地面基站及无人机之间的通信链路进行建模。由... 针对多无人机区域覆盖任务中的机间通信资源分配问题,提出了一种基于强化学习的多智能体动态通信资源分配模型。利用多智能体生成树覆盖方法生成任务区域内各个无人机的覆盖航线,对无人机与地面基站及无人机之间的通信链路进行建模。由于飞行环境的不确定性,将长期的资源分配问题建模为随机博弈模型,将无人机间的空-空链路视作一个智能体,每个智能体采取的动作包含选择工作频段和发送端的传输功率。在此基础上,基于双深度Q网络(DDQN)设计多智能体强化学习(MARL)模型,使得每个智能体通过奖励函数的反馈学习到最优通信资源分配策略。仿真结果表明:MARL模型能够在动态航迹下自适应选择最佳通信资源分配策略,提高时延约束下的负载交付成功率,同时降低空-空链路对空地下行链路的干扰并增大信道总容量。 展开更多
关键词 多无人机区域覆盖 动态通信资源分配 强化学习 双深度Q网络 多智能体
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