摘要：【中文】本发明提供的一种具备主动式寻物功能的家用无线路由系统，该系统可对通过WIFI接入的设备进行主动式实时定位，本发明所提出的主动式WIFI定位方法，是由路由系统主动发起的对接入设备的定位，无需用户干预，这种模式更能满足实际生活中用户在房间内寻找设备的需求。另外，将位置计算这一过程从被定位设备转移到了路由系统中，能有效提高设备的使用时间。 【EN】The household wireless routing system with the active object searching function can be used for actively positioning equipment accessed through WIFI in real time. In addition, the process of calculating the position is transferred from the positioned equipment to the routing system, so that the service time of the equipment can be effectively prolonged.

摘要：【中文】本发明公开了一种基于人工智能算法的壳核结构幻觉装置优化设计方法，包括构建壳核结构幻觉装置模型，所述壳核结构幻觉装置包括核心圆柱和壳层，所述壳核结构幻觉装置在电磁散射上等效为目标圆柱，所述核心圆柱和目标圆柱的参数确定；基于构建的壳核结构幻觉装置模型，建立壳层参数优化函数；求解壳层参数优化函数，实现等效的电磁散射。本发明拓宽了多层幻觉装置尺寸的适用范围，并且，壳层材料的介电常数和磁导率可以设置在一定合理的范围内。 【EN】The invention discloses an artificial intelligence algorithm-based shell-core structure illusion device optimization design method, which comprises the steps of constructing a shell-core structure illusion device model, wherein the shell-core structure illusion device comprises a core cylinder and a shell layer, the shell-core structure illusion device is equivalent to a target cylinder in electromagnetic scattering, and parameters of the core cylinder and the target cylinder are determined; establishing a shell parameter optimization function based on the constructed shell-core structure illusion device model; and solving a shell parameter optimization function to realize equivalent electromagnetic scattering. The invention widens the application range of the size of the multilayer illusion device, and the dielectric constant and the magnetic conductivity of the shell material can be set in a certain reasonable range.

摘要：【中文】本发明提供了一种基于评论信息的推荐方法，为了模拟真实场景，本发明的验证集和测试集数据不包括待预测用户对物品的评价，而训练集包括了待预测用户对物品的评价，本发明利用训练集中待预测用户对物品的评价指导深度学习模型学习用户已经做出的所有评论信息在物品被做出的所有评论信息上的注意力分布以及物品被做出的所有评论信息在用户已经做出的所有评论信息上的注意力分布，从而帮助模型更好地从用户评论和物品评论中提取出最有价值的信息，帮助使模型在验证集和测试集上更好地预测用户对物品的评分，提高了用户对物品评分的预测准确度，修正了现有方法存在的未考虑真实应用场景的缺点，并且其性能超越了现有的诸多方法。 【EN】The invention provides a recommendation method based on comment information, in order to simulate a real scene, the verification set and test set data of the recommendation method do not comprise the evaluation of a user to be predicted on an article, and a training set comprises the evaluation of the user to be predicted on the article, the invention guides a deep learning model to learn the attention distribution of all comment information made by the user on the article and the attention distribution of all comment information made by the user on the article by utilizing the evaluation of the user to be predicted on the article in the training set, thereby helping the model to better extract the most valuable information from user comments and article comments, helping the model to better predict the grading of the user on the article on the verification set and the test set, improving the prediction accuracy of the grading of the article by the user, and correcting the defect of the existing method that the real application scene is not considered, and its performance exceeds existing approaches.

摘要：【中文】本发明涉及一种针头内置的口腔局部麻醉辅助给药装置。包括开口器、针头、用于控制针头从开口器中伸出的控制机构以及通过导管与针头连通的注射机构；针头为L形并容纳在开设于开口器中的容纳腔内，针头的针尖端滑动穿设在开设于开口器上并位于容纳腔顶部的滑孔中，针头的基部与导管连接，在开口器上设有供导管从容纳腔内穿出以与注射机构连接的穿孔。本发明一方面减轻患者对于针头穿刺的恐惧，另一方面可在手术过程中保持口部张开状态并提高患者的舒适度。 【EN】The invention relates to an auxiliary administration device for oral local anesthesia with a built-in needle. Comprises a mouth gag, a needle, a control mechanism for controlling the needle to extend out of the mouth gag and an injection mechanism communicated with the needle through a catheter; the needle head is L-shaped and is accommodated in an accommodating cavity arranged in the mouth gag, the needle tip end of the needle head is slidably arranged on the mouth gag in a sliding hole arranged at the top of the accommodating cavity, the base part of the needle head is connected with the catheter, and the mouth gag is provided with a through hole for the catheter to penetrate out of the accommodating cavity to be connected with the injection mechanism. The invention reduces the fear of the needle puncture of the patient on one hand, and can keep the mouth opening state and improve the comfort of the patient in the operation process on the other hand.

摘要：【中文】本发明涉及黑人参生产加工技术领域，具体是涉及一种去除黑人参中“人参皂苷Rg1”的装置，包括有机架、蒸煮加热机构、剪断机构、破壁粉碎机构、压力泵、萃取机构、分液机构、烘干机构、第一注液机构、第二注液机构和控制器；蒸煮加热机构、剪断机构、破壁粉碎机构依次由上而下顺序连通，破壁粉碎机构输出端与压力泵连通，压力泵另一端与萃取机构的输入端连通，萃取机构的输出端与分液机构的输入端连通，第一注液机构和破壁粉碎机构连通，第二注液机构与萃取机构连通，蒸煮加热机构、剪断机构、破壁粉碎机构均与机架固定连接；该技术方案实现了对人参内上火物质人参皂苷Rg1高效的分离提取，结构简单易实现，经济环保无污染。 【EN】The invention relates to the technical field of black ginseng production and processing, in particular to a device for removing ginsenoside Rg1 in black ginseng, which comprises a rack, a cooking and heating mechanism, a shearing mechanism, a wall breaking and crushing mechanism, a pressure pump, an extraction mechanism, a liquid separation mechanism, a drying mechanism, a first liquid injection mechanism, a second liquid injection mechanism and a controller, wherein the rack is used for accommodating a black ginseng; the cooking heating mechanism, the shearing mechanism and the wall breaking and crushing mechanism are sequentially communicated from top to bottom, the output end of the wall breaking and crushing mechanism is communicated with a pressure pump, the other end of the pressure pump is communicated with the input end of the extraction mechanism, the output end of the extraction mechanism is communicated with the input end of the liquid separation mechanism, the first liquid injection mechanism is communicated with the wall breaking and crushing mechanism, the second liquid injection mechanism is communicated with the extraction mechanism, and the cooking heating mechanism, the shearing mechanism and the wall breaking and crushing mechanism are fixedly connected with the rack; the technical scheme realizes the efficient separation and extraction of ginsenoside Rg1 which is a substance causing internal heat of ginseng, has simple structure, is easy to realize, and is economic, environment-friendly and pollution-free.

摘要：【中文】本发明涉及涂布技术领域，公开了一种用于膜电极的涂布装置，包括支架、至少一个带式输送机，每一带式输送机包括两个转动组件、环形带、密封膜组件、抽真空组件，两个转动组件相互平行且间隔设置，每一转动组件包括两个转动辊，两个转动辊同轴且可转动连接于支架，两个转动辊间隔设置；环形带的外周面开设有多个吸附孔，环形带的一端套设于一转动组件的两个转动辊、另一端套设于另一转动组件的两个转动辊；密封膜组件内置于环形带且连接于环形带的内壁，密封膜组件位于同轴设置的两个转动辊之间，密封膜组件与环形带的内壁合围形成有多个空腔；抽真空组件与每一空腔均相连通，用于对空腔抽真空。本发明能有效的防止环形带发生磨损。 【EN】The invention relates to the technical field of coating, and discloses a coating device for a membrane electrode, which comprises a bracket and at least one belt conveyor, wherein each belt conveyor comprises two rotating assemblies, an annular belt, a sealing membrane assembly and a vacuumizing assembly, the two rotating assemblies are parallel to each other and arranged at intervals, each rotating assembly comprises two rotating rollers, the two rotating rollers are coaxially and rotatably connected to the bracket, and the two rotating rollers are arranged at intervals; the peripheral surface of the annular belt is provided with a plurality of adsorption holes, one end of the annular belt is sleeved on the two rotating rollers of one rotating assembly, and the other end of the annular belt is sleeved on the two rotating rollers of the other rotating assembly; the sealing membrane assembly is arranged in the annular belt and connected to the inner wall of the annular belt, the sealing membrane assembly is positioned between the two coaxially arranged rotating rollers, and a plurality of cavities are formed by the sealing membrane assembly and the inner wall of the annular belt in a surrounding manner; the vacuumizing assembly is communicated with each cavity and is used for vacuumizing the cavities. The invention can effectively prevent the annular belt from being worn.

摘要：【中文】本发明公开了一种基于分层参数服务器的多机构协同学习系统，包括中心机构，以及与所述中心机构通过WAN网连接的若干个参与机构。基于上述系统，本发明还公开了一种基于分层参数服务器的多机构协同学习方法。本发明解决了大数据的数据孤岛问题，解决了多方协作时的数据隐私安全问题，解决了现有系统的高通信代价、高维护成本、高安全风险、低资源利用率问题。本发明在保障数据隐私安全的前提下实现了通信高效、计算高效的多方协同学习，适用于多独立机构、多数据中心的跨域互联。本发明所提出的系统支持平台模式和参与模式，既能用作平台提供多方知识融合服务，也能用作工具支持多个独立机构间的共享协作。 【EN】The invention discloses a multi-mechanism collaborative learning system based on a hierarchical parameter server, which comprises a central mechanism and a plurality of participating mechanisms connected with the central mechanism through a WAN (wide area network). Based on the system, the invention also discloses a multi-mechanism collaborative learning method based on the hierarchical parameter server. The invention solves the data island problem of big data, the data privacy safety problem in multi-party cooperation, and the problems of high communication cost, high maintenance cost, high safety risk and low resource utilization rate of the existing system. The invention realizes the multiparty collaborative learning with high communication efficiency and high calculation efficiency on the premise of ensuring the data privacy and safety, and is suitable for the cross-domain interconnection of multiple independent mechanisms and multiple data centers. The system provided by the invention supports a platform mode and a participation mode, can be used as a platform to provide multi-party knowledge fusion service, and can also be used as a tool to support shared cooperation among a plurality of independent mechanisms.

摘要：【中文】本发明公开了一种光电交换网络中分布式机器学习流的调度方法，先利用HLF算法计算每一个任务中流的调度顺序及该任务单次迭代的通信时间，然后再根据SWRTF算法调度多个DML任务；其中，对于多个DML任务，首先根据SWRTF算法中的优先级定义计算出每个任务的优先级，然后选择具有最高优先级的任务，并使用HLF算法得到的流调度顺序调度这个任务的流，当这个任务完成通信阶段，转入计算阶段后，又重新选择可调度的、具有最高优先级的任务，直到所有任务都完成。 【EN】The invention discloses a scheduling method of distributed machine learning streams in a photoelectric switching network, which comprises the steps of firstly utilizing an HLF algorithm to calculate the scheduling sequence of the streams in each task and the communication time of single iteration of the task, and then scheduling a plurality of DML tasks according to an SWRTF algorithm; for a plurality of DML tasks, firstly, the priority of each task is calculated according to the priority definition in the SWRTF algorithm, then the task with the highest priority is selected, the flow of the task is scheduled by using the flow scheduling sequence obtained by the HLF algorithm, and when the task finishes the communication stage, the task with the highest priority and capable of being scheduled is reselected after the communication stage is shifted to the calculation stage until all the tasks are finished.

摘要：【中文】本发明公开了一种面向分布式机器学习参数同步差异化数据传输方法，将等待同步的结构化梯度张量按照其张量结构，从更细粒度进行数据拆分之后衡量数据对模型收敛的贡献，依据梯度的贡献度，本发明提供差异化传输质量(可靠性、传输时延)的梯度传输方案；对模型收敛贡献度高的数据得到更高的传输可靠性和更低的传输时延；差异化的梯度数据传输方法使得在有限的网络资源下，数据传输更加高效；从而解决在保证模型收敛的同时降低参数同步的通信开销的问题。 【EN】The invention discloses a distributed machine learning parameter synchronization differentiation oriented data transmission method, which is characterized in that a structured gradient tensor waiting for synchronization is subjected to data splitting according to a tensor structure, contribution of data to model convergence is measured after data are split according to finer granularity, and a gradient transmission scheme of differentiation transmission quality (reliability and transmission delay) is provided according to the contribution degree of gradient; the data with high contribution degree to model convergence obtains higher transmission reliability and lower transmission time delay; the differentiated gradient data transmission method enables data transmission to be more efficient under limited network resources; therefore, the problem of reducing the communication overhead of parameter synchronization while ensuring model convergence is solved.

摘要：【中文】本发明公开了一种离线任务延时告警系统、方法及计算机系统，所述告警系统包括：采集模块，用于采集系统历史离线任务数据及当前离线任务数据；历史时间获取模块，用于根据所述历史离线任务数据获取历史离线任务完成时间点；预测模块，用于根据所述当前离线任务数据预测所述当前离线任务的处理时长；告警模块，用于根据所述当前离线任务实际执行时间点、所述历史离线任务完成时间点、所述当前离线任务的预测处理时长判断所述当前离线任务是否延时，并在延时时发出当前离线任务延时告警。本发明可以智能、及时、准确发出任务延时告警。 【EN】The invention discloses an off-line task delay alarm system, a method and a computer system, wherein the alarm system comprises: the acquisition module is used for acquiring historical offline task data and current offline task data of the system; the historical time acquisition module is used for acquiring a historical offline task completion time point according to the historical offline task data; the prediction module is used for predicting the processing time of the current offline task according to the current offline task data; and the warning module is used for judging whether the current offline task is delayed according to the actual execution time point of the current offline task, the historical offline task completion time point and the prediction processing duration of the current offline task, and sending a delay warning of the current offline task in the delay process. The invention can intelligently, timely and accurately send task delay alarm.