19 results about "Small to medium enterprises" patented technology

A system for real-time creditworthiness assessment of small and medium-sized enterprises (SMEs) based on agent-based artificial intelligence (AI), the system includes: a large number of autonomous agents connected to each other via secure communication protocols; a data ingestion processing unit configured to capture and preprocess heterogeneous data streams from structured and unstructured sources, including APIs for financial transactions, tax databases, e-invoicing registers, inventory management systems, social sentiment feeds, and IoT-enabled devices, with preprocessing including schema harmonization, anomaly detection, and encryption-based integrity preservation; an ensemble of scoring control units configured to generate dynamic credit scores, wherein the ensemble includes machine learning models, including gradient-enhanced decision trees, recurrent neural networks, and graph neural networks, the graph neural networks being configured to assess relational dependencies between SMEs, suppliers, and customer nodes in a business ecosystem; an audit controller configured to generate regulatory-compliant justification paths for each credit score; a feedback processing unit configured to update the evaluation control unit ensemble using reinforcement learning signals derived from observed repayment behavior, payment default trends, and fraud detection markers; and a user interface configured to display timestamped credit histories, confidence intervals and explanatory justifications, with the entire system running on a containerized cloud-native infrastructure with blockchain-based ledgers for version control of each point update.

The invention discloses a small and medium-sized enterprise information management method and system based on a multi-layer architecture, and belongs to the technical field of information management, and the method comprises the steps: constructing a decoupling architecture of a user interface layer, a business logic layer and a data storage layer; analyzing the evaluation standard through a dynamic rule engine of a business logic layer, and generating a configurable rule unit comprising a logic expression and a dynamic weight parameter; an offline priority strategy is adopted at the mobile terminal, and a vector clock identifier containing a client ID and a logic clock sequence is added to a data record; executing dynamic weighted evaluation calculation to generate a total evaluation score; and performing industry reference threshold verification on the numeric field. The technical bottleneck of tight coupling of multiple layers of modules in a traditional single framework is broken through by constructing a decoupling framework of the user interface layer, the service logic layer and the data storage layer and an asynchronous message bus communication mechanism, so that cross-layer codes do not need to be synchronously modified when the system adds or adjusts the evaluation dimension, and the system reliability is improved. And the framework flexibility and the expansion efficiency are obviously improved.

The invention discloses an intelligent embroidery pattern generation method and system based on a machine learning model, and the method comprises the steps: collecting embroidery pattern design demands in real time according to an e-commerce platform, social media and market trend data, and obtaining a real-time updated data set; according to the data set, multi-modal features of the embroidery patterns are extracted, pattern feature identifiers with cultural features are generated, and fused pattern features are obtained; according to the fused pattern features, generating an embroidery pattern meeting the design requirements of the minority, and obtaining a preliminary embroidery pattern; and according to the preliminary embroidery pattern, compressing the small sample generation model into a lightweight model suitable for small and medium-sized enterprises or mobile terminal equipment so as to obtain an embroidery pattern generated in real time. According to the embodiment of the invention, market demands can be responded in real time, small embroidery patterns with cultural characteristics and high quality are generated, and the practical applicability of the generated model on small and medium-sized enterprises and mobile terminal equipment is improved.

The invention discloses a micro-service deployment method, which realizes dynamic switching between combined deployment and split deployment through single configuration, and solves the problems of high resource cost and rigid deployment mode in the traditional micro-service architecture. The system controls a deployment form through configuration parameters: in a merging mode, all service modules are packaged into a single application, interaction is realized through local calling, and the method is suitable for a resource limited scene; in the splitting mode, each module is independently deployed as a micro-service, dynamic discovery and remote calling are realized by means of a service registration center, and elastic expansion is supported. According to the scheme, interface uniqueness and component registration are guaranteed to be conflict-free through standardized interface definition and hierarchical component naming rules, and targeted verification is executed for different modes in the starting stage. According to the method, bimorphic deployment of the same set of codes is achieved, the hardware cost can be reduced by 50% or above through the merging mode, the resource utilization rate and the system availability are improved through the splitting mode, and the method is suitable for the full-scene requirement from small and medium-sized enterprises to a large distributed system.

The application discloses a kind of based on document microservice's safe environmental protection management platform construction method and system, it is related to safe environmental protection management platform construction technical field;Including: selecting software open programming interface, fixed document header, text, footer function area;Guide JSON basic data mapping, embed business logic code, bind control instruction and build "data-logic-action" ternary structure;Encapsulate structure as microservice unit, set permission and register to classification service registration center;Drag microservice combination function module to build platform, modeling data interaction;Monitoring operation generates log, when demand changes, change microservice synchronous update, adapt to the low-cost management needs of small and medium-sized enterprises.The present application uses existing software resources to reduce cost and is easy to maintain, simple to operate, and helps all employees to participate.The platform can dynamically evolve to adapt to demand, improve the efficiency and standardization of safety and environmental protection management, and solve the pain points of traditional management of enterprises.

The invention relates to the technical field of powder stamping equipment, in particular to automatic scraping equipment for powder stamping and an operation method. An h-shaped guide frame and a side seat; a sliding seat; a vibration seat; a sliding frame; a scraping seat; and a dust collection seat. Therefore, the equipment is adaptive to manual powder injection scenes of small and medium-sized enterprises, an existing platform does not need to be transformed, the cost is low, the equipment is compatible with molds of multiple specifications, the production requirements of multiple varieties are flexibly met, the stepped composite scraper is matched with vibration pretreatment, mold errors can be self-adapted, the powder state is optimized, the scraping missing problem caused by manual scraping is avoided, the product percent of pass is increased, and the production efficiency is improved. Manual work is replaced by automatic scraping, personnel allocation and punching machine idle time are reduced, production efficiency is improved, meanwhile, a closed space and a dust collection base are linked to prevent and control dust, loss is reduced through a wear-resisting scraping piece and a quick-release adjusting structure, operation is easy and convenient, and practicability is high.

The application discloses a liquid crystal glass substrate cleaning system, which comprises a cleaning table, support plates are welded and fixed on both sides of the surface of the cleaning table, one end of the support plate away from the cleaning table is screw-connected and fixed with a support frame, lifting plates are movably installed between the two groups of support plates, end portions of the lifting plates are welded and fixed with limiting plates, the outer side of the limiting plate is welded with a driving seat, a cylinder is installed at the bottom of the driving seat, a piston rod of the cylinder is screw-connected and fixed with the bottom of the driving seat, the cylinder is screw-connected and fixed on a fixed seat, and the fixed seat is screw-connected and fixed on the side wall of the cleaning table. Compared with the traditional flow line type cleaning system, the liquid crystal glass substrate cleaning system has smaller occupied volume, simple structure, and lower cost, and is suitable for small and medium-sized enterprises to purchase and use.

The invention relates to the technical field of calibration devices, in particular to a multi-dimensional force sensor calibration device with an adjustable force arm. In order to solve the problems that six-dimensional sensor calibration needs to depend on a professional multi-dimensional calibration table with high cost, high cost becomes a bottleneck for small and medium-sized enterprises and scientific research institutions to carry out related research and development, production and application, and popularization and promotion of the six-dimensional sensor technology are also limited, the following technical scheme is provided: the six-dimensional sensor calibration device comprises a mounting frame serving as a mounting foundation; the chuck is mounted at the bottom of the mounting frame, and a six-dimensional force sensor is clamped and fixed at the bottom of the chuck; and the force arm adjusting mechanism is connected below the six-dimensional force sensor and is used for hanging a heavy object to form two force arms for calibration. The method can greatly reduce the cost of six-dimensional sensor calibration equipment, breaks through the application threshold of small and medium-sized enterprises and scientific research institutions, meets the requirements of calibration timeliness and individuation, and promotes the popularization of the six-dimensional sensor technology and the rapid development of related industries.

The utility model provides filling equipment for producing ultrahigh-viscosity sauce seasoning. The filling equipment comprises a machine body, a charging tray and a feeding hopper for conveying materials into the charging tray are fixedly mounted on the machine body, and at least one group of vibration exciters are mounted on the end face, far away from the feeding hopper, of the charging tray; the discharging pipeline penetrates through a base of the vibration exciter and is communicated with the filling hopper, a material storage bag used for filling sauce is arranged below the discharging end of the filling hopper, and the discharging end of the filling hopper is sealed through a sealing machine. And the sealing machine is driven by a driving system. The automatic filling device is simple in structure, vibration force is generated through the vibration exciter, materials are promoted to be evenly distributed, the phenomenon that the materials are accumulated and coagulated due to unsmooth flowing of the materials is avoided, then the materials are automatically filled through the filling hopper, automatic packaging is conducted through the sealing machine, cutting is conducted through the cutting knife, the working efficiency is greatly improved, and the production cost is reduced. And the device is particularly suitable for small-batch production or small and medium-sized enterprises.

The present invention discloses a lightweight automatic unloading method and system for a throwing tool based on computer vision, which relates to the field of agricultural machinery automation. Video data is collected from the agricultural harvesting site through an imaging device; the video data is received by an image processing module and analyzed using a pre-trained deep learning model to obtain the position data of the transport vehicle; adjustment pulse information of the throwing tool is calculated based on the position data of the transport vehicle; according to the adjustment pulse information of the throwing tool, the posture of the throwing tool is adjusted in real time through a discharge controller to achieve automatic unloading. The present invention can automatically adjust the position of the throwing tool in real time to achieve precise unloading, while reducing the computing power cost, helping to improve the working efficiency of the harvester, reducing the dependence on manual labor, and providing a solution for the intelligent transformation of small and medium-sized enterprises.

The invention discloses an employee incentive and organization behavior optimization method in enterprise development, and particularly relates to the field of enterprise management, and the specific optimization steps are as follows: S1, early diagnosis and demand identification, S2, dynamic intervention implementation, S3, re-detection, and S4, effect verification and feedback optimization. According to the method, an organic and collaborative organization development intervention system is constructed by creatively integrating a reform leadership mode, a "world coffee" discussion method and incentive enhancement activities in workshops; under the system, the reform leadership style can formulate and implement a targeted incentive strategy based on accurate analysis of individual demands of the employees, so that the work satisfaction and organization commitment of the employees are greatly improved, and the problems of low incentive strategy matching degree, insufficient discussion achievement conversion rate, lack of data support and the like in the traditional technology are solved; the employee retention rate and the organization citizen behavior score are significantly improved, and the method is suitable for small and medium-sized enterprises to construct a high-performance management system.

The invention relates to the technical field of data analysis, in particular to an analysis terminal for employee growth process monitoring and ability portraying, which integrates a multi-core function unit and an AI big data model and realizes whole-process intelligentization of employee growth management. Wherein the weak link, the lifting strategy generation unit and the growth path optimization unit are respectively provided with a special embedded processing module, so that quick calling of an algorithm and efficient processing of data are guaranteed; through comparison of post standards and employee ability data, weak links are accurately identified and roots are mined, a strategy is intelligently matched and individually optimized and improved, and a growth path is dynamically planned in combination with employee portraits and weak spots. The terminal also has the functions of data encryption storage, visual presentation, multi-terminal synchronization and the like, meets the requirements of large, medium and small enterprises, greatly improves the talent management efficiency and precision, and provides scientific data support and decision basis for the talent cultivation of the enterprises.

The utility model discloses a multifunctional umbrella stand relates to lean production technical field. The device includes umbrella stand frame body, and umbrella stand frame body includes long handle umbrella placing rod and short handle umbrella placing rod, and long handle umbrella placing rod is used for hanging long handle umbrella, and four groups of short handle umbrella placing pieces are placed in short handle umbrella placing rod, and the water collection total groove is placed to umbrella stand frame body bottom, and short handle umbrella placing piece includes placing water tank and short handle umbrella placing cylinder, and short handle umbrella placing cylinder is placed on placing water tank outwardly and inclines upward, and short handle umbrella placing cylinder is used for placing short handle umbrella, and placing water tank is used for collecting the water flow that short handle umbrella placing cylinder flows, and the water collection total groove is used for collecting and converging the rainwater that four groups of water tank flow. The device is suitable for small and medium-sized enterprise self -made and uses through adopting lean pipe material self -made and simple structure, in addition, the umbrella stand design can accommodate many umbrellas and adapt to various umbrella specifications, is configured drop water tank, makes the rainwater be converged to the water collection total groove and is collected, and cleaning is relatively simple.

The invention discloses a personalized low-carbon manufacturing system and method in the technical field of environmental protection manufacturing. The personalized low-carbon manufacturing system comprises distributed Internet of Things terminals deployed in manufacturing enterprises; the distributed Internet of Things terminal comprises a sensing matrix module used for collecting energy consumption, raw materials and process parameter data of each manufacturing enterprise. And the credible low-carbon information module is used for docking the dynamic update data of the ecological environment department of each manufacturing enterprise. The personalized carbon effect evaluation module is used for tracing carbon emission of each link of a supply chain based on a product carbon footprint dynamic decomposition algorithm and order parameters; the low-carbon scheme model is used for simulating carbon effect changes of different industrial combinations of each manufacturing enterprise; and the credibility analysis module is used for carrying out credibility scoring on the carbon emission of each manufacturing enterprise based on the scoring weight factors. According to the invention, through credible data management, dynamic carbon efficiency optimization and cross-chain privacy collaboration, the accuracy of data acquisition of small and medium-sized enterprises is improved.

The present application relates to a kind of systems of dynamic dump document data, input device, DRM reactor and output device are sequentially connected to define the mapping relationship of document data to database data with the document relationship mapping protocol of system, design principle is simple, configuration is flexible, and good scalability.The present application realizes the function of transforming the complex and inefficient coding access work in prior art into simple and efficient configuration access work, greatly improves the efficiency of system access external data service, reduces cost, the overall implementation cost is also lower, especially suitable for small and medium-sized enterprises needing to control research and development cost.

The invention discloses a security and environmental protection management platform construction method and system based on document micro-service, and relates to the technical field of security and environmental protection management platform construction. Comprising the steps that a software open programming interface is selected, and document page header, text and page footer functional areas are determined; jSON basic data mapping is guided, business logic codes are embedded, control instructions are bound, and a'data-logic-action 'ternary structure body is established; the packaging structure body is a micro-service unit, is provided with authority and is registered to a classification service registration center; dragging the micro-service combined function module to establish a platform, and establishing module data interaction; and when the demand is changed, the micro-service is synchronously updated, and the low-cost management demand of small and medium-sized enterprises is met. Existing software resources are used, cost is reduced, maintenance is easy, operation is simple, participation of the whole staff is assisted, the platform can dynamically evolve to meet requirements, safety and environmental protection management efficiency and standardization are improved, and the traditional management pain point of an enterprise is solved.

The utility model belongs to the technical field of grinding equipment, and discloses a casting plane water gap grinding machine for casting machining, which comprises a rack, a grinding tool frame and a clamp, the grinding tool frame and the clamp are arranged on the rack, the grinding tool frame is connected with a grinding machine, two ends of the grinding machine can vertically swing around the grinding tool frame, a servo swing mechanism is arranged on the rack, and the servo swing mechanism is connected with the clamp. The output end of the servo swing mechanism is movably connected to the swing end of one side of the polishing component, the clamp is arranged on an X-Y plane moving mechanism, and the polishing belt wheel is located above the clamp. Compared with the prior art, the water gap polishing device has a good machining effect on batch polishing work of water gaps on casting planes, is simple and reliable in overall structure and low in manufacturing and maintenance cost, and has good application and popularization value in small and medium-sized enterprises.