42results about How to "Improve rigor" patented technology

The invention discloses a multi-source collaborative dynamic time sequence TCP prediction method and system, a medium and a program product, and the method comprises the steps: collecting multi-source heterogeneous data, including DVH data, CT data, CPP data and longitudinal follow-up data of a plurality of time nodes, of a patient in a whole radiotherapy period; performing hierarchical preprocessing and data format unification on the multi-source heterogeneous data; constructing a dynamic time sequence feature fusion matrix containing a time dependency relationship; constructing a deep learning model integrating a time sequence processing unit and a cross-modal fusion unit, wherein the model supports an incremental learning iteration updating mechanism; using the model to output TCP prediction results of a new patient at different time nodes; and if the new patient is a special case, calling the clinical rule adaptation model, and correcting the TCP prediction result by adopting a mixed correction strategy combining rule matching and doctor experience weight. According to the method, multi-source heterogeneous data can be deeply fused, time dynamic association is captured, modal feature contribution degree is quantified, continuous iterative updating is supported, and individual differences are adapted.

The application discloses a kind of fast escapee cooperative hunting method, belong to multi-agent cooperative control field.The application implementation method is: according to the state observation information of escapee and the state information of pursuer oneself determines opposite azimuth, task allocation and communication topology transformation are carried out to pursuer, and pursuer is divided into a hunter and two groups of besiegers;Based on the speed ratio of pursuit and escape and parallel guidance law, hunter hunting strategy is formulated for the hunter, so that the hunter quickly approaches the escapee while trying to keep the azimuth angle unchanged with the escapee;According to the state information of escapee and adjacent pursuer, besieger hunting strategy is formulated for the besieger, to ensure that the Apollo circle between adjacent pursuers does not produce escape gap as far as possible while reducing the distance between the escapee and the Apollo circle, and balance the relationship between the two;Based on the hunter hunting strategy and the besieger hunting strategy, the cooperative hunting of the fast escapee is realized.The application improves the success rate and hunting efficiency of the fast escapee hunting.

The application provides an agent dynamic routing and multi-tool collaborative question and answer method for standard class text, and relates to the technical field of natural language processing. The application realizes intention recognition and dynamic routing through an agent, collaboratively schedules three types of special retrieval tools, accurately adapts the composite intention of standard query, breaks through the limitation of a single retrieval path, and significantly improves the accuracy of standard text retrieval and response quality. At the same time, a strict calling closed loop is constructed to evaluate the integrity of the retrieval result, and secondary routing is triggered when the information is insufficient; when the question is ambiguous, the candidate standard number is forced to be bounded and the knowledge base is deeply mined, the path of fabricating answers is blocked from the architecture level, and the output content is ensured to be traceable and compliant. The method relies on multi-tool collaboration and closed loop scheduling to provide reliable and real information support for professional question and answer of standard text, guarantee high robustness and rigor, and adapt to the needs of strict professional scenarios.

The invention relates to an integrated experimental IGBT device press fitting clamp and a use method, the clamp comprises a lower pressing plate, a first clamping pair, a second clamping pair, an upper pressing plate, an IGBT device and a pressure applying assembly, the lower pressing plate and the upper pressing plate are fixedly connected through a double-thread screw to form a rigid stress frame; a first clamping pair is fixedly arranged above the lower pressing plate; a pressure applying assembly is fixedly arranged on the upper pressing plate; a second clamping pair is arranged on the four double-thread screws in an up-down sliding mode. And a pressure sensor is fixedly arranged on the second clamping pair. The heating table and the pressure sensor are arranged in the press-fitting clamp, quantitative analysis in IGBT device process verification, limiting working conditions and failure analysis experiments is achieved, and errors of experimental result analysis are reduced. The trapezoidal conduction block uniformly diffuses the point clamping force of the ball stud to the surface of the device, so that uniform stress is ensured, and damage to the device caused by local stress concentration is avoided; and the spherical contact structure of the ball stud can automatically compensate the angle deviation.

A reheat regulating valve for a subcritical 300MW steam turbine. This invention relates to the field of steam turbine technology. The invention addresses the common problems of poor tightness and poor adjustability in existing subcritical 300MW steam turbine reheat regulating valves. The invention includes a pre-opening valve, a locking nut, a valve stem, a medium-pressure regulating valve connecting sleeve, a valve disc, a valve cover, a valve seat, a valve body, and a bushing. The lower end of the valve stem is fixedly connected to the pre-opening valve, and the upper end of the pre-opening valve is fixedly connected to the locking nut. A connecting nut is located above the locking nut. The upper end of the pre-opening valve is equipped with a medium-pressure regulating valve connecting sleeve, which is inserted into the valve disc. A through hole is located in the middle of the lower end face of the valve disc, and the pre-opening valve is located inside the through hole. A circular sleeve is located at the lower end of the valve cover, and the circular sleeve is located within the valve body. The steam inlet end of the valve body is located on one side of the circular sleeve. A bushing is located on the inner circumferential side wall of the circular sleeve, and the upper end of the valve disc is inserted into the bushing. This invention is used in 300MW steam turbines.

The application discloses a multi-step instruction fine-tuning data quality improvement method based on a large model application technology, which comprises: in the data evaluation stage, scoring instruction fine-tuning data from four aspects of instruction compliance, logical coherence, context fidelity and fact accuracy; in the data correction stage, dynamically identifying the task type of the data according to the semantic characteristics of the instruction, and accordingly assigning appropriate repair priorities to different quality dimensions; performing targeted correction on the identified problems; in the illusion repair stage, detecting the illusion of the instruction fine-tuning data from the above quality dimensions, and according to the preset repair priority, performing multi-round iteration correction on the identified illusion problems; in the data labeling and screening stage, quantitatively labeling the instruction fine-tuning data from the quality score, the complexity score and the semantic intention label, and combining the threshold screening to obtain a high-quality target instruction fine-tuning data set and use it for model instruction fine-tuning training.

The utility model belongs to the technical field of batteries, and discloses an insulating film, a pole group structure and a battery monomer, the insulating film comprises a first coating part and a second coating part, the first coating part is used for coating the bottom surface of a pole group, the second coating part surrounds and is fixed on the periphery of the first coating part, the second coating part is used for coating all side walls of the pole group, and the first coating part is used for coating the bottom surface of the pole group. The second coating part has plasticity and thermoplasticity, the insulating film can be used as a whole to coat the bottom surface and all side walls of the pole group, and after the pole group is coated, no splicing seam is formed in the insulating film, so that the leakproofness of the pole group coated by the insulating film is greatly improved, and a powerful guarantee can be provided for the insulativity between the pole group and a battery shell.

The present disclosure provides a data quality control method and system for precipitation chemical observation, which is applied to the technical field of data enhancement. The present disclosure compares the obtained precipitation observation data with a hierarchical quality control standard library to obtain first observation data; the first observation data is subjected to pollution checking to determine whether it meets the preset conditions, and if so, the next step is entered; the acid ion proportion of the first observation data after pollution checking is calculated and input into a dynamic correction model to output optimal corrected data, K-pH checking is performed based on the optimal corrected data, if the checking is successful, the effective activity and ion compensation rate are determined based on the first observation data after successful checking, and the corrected conductivity sum is calculated and subjected to K checking, if the checking is successful, second observation data is obtained; time consistency detection is performed to exclude mutant data to obtain optimal observation data. The present disclosure improves the practical value of precipitation observation data and helps related environmental decision-making.

The utility model relates to the technical field of transport vehicle discloses a sealing device for inlet and outlet of concrete mixing transport vehicle, including the tank body of horizontal arrangement, its front end passes through tank body support front desk support, rear end passes through tank body support back desk support, the inlet cover assembly of being equipped with tank body top, the inlet cover assembly includes. In the utility model, through design eccentric locking pin shaft and the structure of the reversible inlet cover, it is convenient and the mixing station precision butt joint loading, promotes the operating convenience, can be closely combined with the inlet sealing surface through the rotary compression plate welding spare of tightly pressing sealing rubber strip, effectively guarantees the sealing reliability when tank body rotation in the transportation process, avoids the material waste and environmental pollution caused by concrete leakage, reduces the damage of the equipment to the residual concrete hardening in the unloading stage, prolongs the equipment life, and the operation is simple and efficient, and the sealing performance and operation efficiency of loading and unloading link in the concrete transportation process are improved significantly.

This application belongs to the field of industrial internet security technology and relates to a method for constructing an industrial internet security risk knowledge graph, aiming to solve the problems of missing industrial features, poor dynamism, and risk assessment being detached from process in existing technologies. The method includes: acquiring and preprocessing multi-source heterogeneous data to generate equipment association identifiers, vulnerability association identifiers, and process node identifiers, forming a standardized dataset; extracting initial triples based on the standardized dataset and performing a two-stage entity merging; validating the merged triples according to process rules to obtain valid triples; writing the valid triples into a graph database and writing runtime sequence data into a time-series database; establishing a mapping between entities and runtime sequence data through equipment association identifiers to generate an industrial internet security risk knowledge graph. This application achieves unified data association, accurate entity fusion, and graph-time-series collaborative storage, improving the accuracy of graph construction and risk assessment capabilities.

The application discloses a new energy automobile electric drive system performance test bench, and relates to the technical field of test equipment, which comprises an inertia simulation disc and an electric drive simulation structure, wherein the inertia simulation disc comprises an inertia disc shaft, circular mounting racks are fixedly installed at the outer sides of both ends of the inertia disc shaft, plane needle bearings are fixedly installed at opposite sides of the two circular mounting racks, support structures are arranged at opposite sides of the two plane needle bearings, the support structures comprise support bases and upper clamping boxes, and maintenance assemblies are arranged in the upper clamping boxes; the separable design of the upper clamping boxes and the support bases increases the positioning speed of the inertia simulation disc, the inertia simulation disc is quickly positioned and installed with the two support structures and the electric drive simulation structure, the inertia simulation disc can be pre-assembled by the staff, there is sufficient space for assembling the inertia simulation disc, the symmetrical arrangement of the flywheel on the inertia disc shaft is ensured to be completed, and the design rigor of the inertia simulation disc structure is improved.

The application relates to the technical field of remote sensing image processing and intelligent supervision of construction engineering, in particular to a construction activity compliance analysis and early warning system based on remote sensing images, which comprises the following modules: a multi-source monitoring data access module, which constructs a basic data pool for compliance monitoring; an expected state deduction module, which generates an expected projection benchmark representing a legal construction state at the moment; a spatial deviation correction module, which eliminates false deviations caused by sensor positioning jitter and locks an actual monitoring coordinate system; a multi-dimensional consistency identification module, which analyzes the residual error of a building shadow and identifies a concealed illegal feature; and a hierarchical early warning evaluation module, which quantifies a geometric compliance index, automatically triggers and outputs an illegal alarm signal; the application effectively avoids the ill-posed inversion problem with a huge amount of calculation in a traditional three-dimensional reconstruction scheme, and greatly reduces the required computing resources for system operation.

The invention relates to the technical field of deep learning, and particularly discloses a museum exhibit deep research system fused with a multi-modal large model. The system comprises a multi-modal data aggregation module, a cross-modal semantic alignment module, a research path generation module, a dynamic argumentation construction module and a research conclusion generation module, through multi-modal data fusion, semantic alignment and intelligent path planning, an argumentation structure is automatically constructed, and a standard research conclusion is generated. The whole-process intelligent support of exhibit research is realized, and the research efficiency and systematicness are improved.

The application claims a cascaded feature extraction method for agricultural product price prediction, belonging to the technical field of artificial intelligence and agricultural economic analysis. The method adopts a three-level cascaded processing architecture: first, a filter-type coarse screening is realized through K-neighbor mutual information estimation, realizing preliminary dimension reduction; second, embedded feature selection is realized through an XGBoost model, and core prediction features are screened out; finally, multi-scale enhancement is realized through discrete wavelet decomposition on the time series core features, and trend and fluctuation components with clear physical meaning are constructed. Based on the processed enhanced features, a bidirectional long short-term memory network prediction model is constructed, and an ablation experiment of the system is designed to verify the effectiveness of each level of processing. Through systematic feature extraction and enhancement, the precision and stability of agricultural product price prediction are significantly improved, providing reliable technical support for market early warning and agricultural economic decision-making.

This invention relates to the fields of digital twin, chemical process control, and industrial intelligent management, specifically to a digital twin-based MOC intelligent identification and process analysis management system. The system includes a data acquisition module, an intent parsing and injection module, a topology map construction module, a spatiotemporal transmission simulation module, and a health assessment and feedback module. It acquires change intent data, digital twin base data, and real-time operational data; extracts the change content as parameterized features and generates micro-perturbation vectors, injects them into target topology nodes, constructs a cross-domain process topology map, iteratively generates predicted values ​​for each process parameter according to a preset time step, compares these values ​​with safety critical thresholds, and outputs a global health assessment result. When there is a risk of exceeding limits, it calculates the adjustment amount in reverse and generates a process compensation scheme; when safe, it outputs normal operation confirmation information, achieving early identification and compensation guidance for future risks of local changes.

The invention relates to the technical field of computer vision, and discloses an image forgery detection model interpretability analysis method and system, and the method comprises the steps: extracting the middle layer features of an image forgery detection model to be interpreted, and generating a semantic feature map based on the non-negative matrix decomposition of sparsity constraint; performing feature importance pre-screening on the semantic feature map to obtain an important feature map; for each important feature map, positioning a high activation area and extracting an image block, and analyzing a dominant frequency component and a bandwidth of the image block corresponding to the high activation area; constructing a band elimination filter in the frequency domain of the original image, generating a disturbance image, and endowing each feature with an initial weight based on a decision distance; and performing grouping fusion on the features according to the symbols of the initial weights, and respectively generating final visual saliency evidence graphs which support counterfeiting and reality. According to the invention, through combination of the non-negative matrix factorization and the frequency domain disturbance shielding method, the interpretability of the image forgery detection model can be effectively improved.

The utility model provides a kind of electrical wiring insulation protection device, it is related to insulation protection technical field, including sealing end cover, the one end of sealing end cover is fixedly connected with the clamping fixed block that it is positioned and pulled, the inside fixed mounting of clamping fixed block is with the locking rod that it is locked fixed.The utility model has the advantages that in the insulation fixed seat middle part of the insulation protection of electrical wiring is opened, it is convenient to operate the electrical wiring of connecting place through opening, it is convenient to view and overhaul electrical wiring, and through the waterproof insulation sleeve being arranged in the insulation fixed seat interior and the sealing end cover that can be rotationally adjusted and the insulation sheet that can be telescopic adjustment form the seal structure that can be opened and closed, the closed state of insulation fixed seat opening can be adjusted according to demand, while the electrical wiring is insulated and protected, it is convenient to overhaul and maintain electrical wiring, improve the convenience of electrical wiring insulation protection overhaul.

The application relates to the technical field of valves, in particular to a top-mounted wear-resistant shear valve which comprises a valve body, a valve cover fixed at the top of the valve body and a shear gate located in a vertical installation cavity in the valve body; the bottom end of the shear gate is provided with a bevel shear blade which is built up with a hard alloy layer, a detachable valve seat with a scraper surface is arranged on the downstream side of a flow passage of the valve body, a longitudinal guide rail matched with the shear gate is arranged on the inner wall of the vertical installation cavity, and a slag discharge groove is arranged at the bottom of the valve body. The top-mounted structure can realize integral hoisting and maintenance of internal components without disassembling pipelines, thereby shortening the maintenance time; the cooperation of the bevel shear blade and the scraper surface can forcibly cut off hard particles in the medium, and the cooperation of the guide rail support and the slag discharge design can significantly improve the wear resistance, sealing tightness and operation reliability of the valve.

The utility model discloses a rotary kiln combined sealing device and a rotary kiln, and belongs to the technical field of calcining equipment. The combined sealing device comprises a sealing shell arranged outside the rotary kiln cylinder in a sleeving mode, one end of the sealing shell is fixed to the fixing cover, and a sealing cavity is formed between the rotary kiln cylinder and the sealing shell. At least one airtight assembly and at least one oil-tight assembly are sequentially arranged in the sealing cavity in the direction from the fixing cover to the rotary kiln cylinder, the airtight assemblies and the oil-tight assemblies both tightly abut against the interior of the sealing cavity, a fixing ring is arranged between the adjacent airtight assembly and oil-tight assembly for separation, and the fixing rings are fixed to the inner wall of the sealing shell. Wherein all the airtight assemblies are compressed through compression bolts and fixing rings in the axial direction, the compression bolts are fixedly connected to the fixing cover, all the oil-tight assemblies penetrate through the screw rod, one end of the screw rod is fixedly connected to the fixing rings, and nuts are arranged at the other end of the screw rod to compress all the oil-tight assemblies. The sealing structure has a better sealing effect and can adapt to occasions with higher temperature.

This utility model relates to the technical field of conductive connection devices, specifically to a connector and its shielding cover and crimping sleeve. The connector includes a shielding cover and a crimping sleeve. The tail end of the shielding cover has at least one set of spring claws extending outwards from the head of the shielding cover. The crimping sleeve has a contact section and a crimping section for crimping the cable shielding layer. The contact section is fitted onto each of the spring claws in the same set. The side of the spring claws facing away from the center of the area enclosed by the same set of spring claws has a portion that abuts against the inner circumferential surface of the contact section of the crimping sleeve. Because the spring claws of the shielding cover are covered by the crimping sleeve, the gaps between the spring claws are blocked by the crimping sleeve. This allows the crimping sleeve to enclose the same set of spring claws, improving the tightness of the shielding enclosure and reducing the likelihood of electromagnetic leakage at the spring claw gaps affecting the shielding performance.

The application discloses a coal seam lithium-rich layer detection method based on well logging curves and statistical analysis, and belongs to the technical field of mineral resource exploration. The method comprises the following steps: selecting a series of representative coal seam positions for systematic sampling, and preparing the samples into piston samples and powder samples; determining the kaolinite and lithium content of the powder samples, and distinguishing lithium-rich and ordinary coal samples; systematically determining various geophysical response parameters of the piston samples, such as density, resistivity and wave velocity, and screening out sensitive discrimination indexes for lithium enrichment; setting a window size, calculating the moving statistical value curves of the density, resistivity, wave velocity and other well logging curves sensitive to the lithium-rich layer, calculating principal components, and using the selected principal components and a support micro machine to train a prediction model, so as to predict the lithium-rich layer in the coal seam. The application combines geophysical logging, statistical analysis, principal component analysis and a support vector machine, and provides a fast, economical and non-destructive means for lithium resource exploration in coal.

This invention provides an automatic steering fixture and a vibration test bench having the same, comprising: a fixture frame; a sample holder rotatably connected to the fixture frame; a drive device disposed on the fixture frame, the power output end of the drive device being drivenly connected to the sample holder for driving the sample holder to rotate; and a timing device disposed on the fixture frame, the timing device being electrically connected to the drive device. The automatic steering fixture of this invention allows the angle of the sample holder to be set at any time according to actual testing requirements, enabling multi-angle vibration simulation testing of the sample under test, greatly improving the accuracy and rigor of vibration testing.

This invention discloses a cross-platform dynamic evaluation method and system for public opinion based on real-time semantic perception, belonging to the field of online public opinion data processing. The method includes the following steps: collecting multi-platform, multi-modal, heterogeneous data; standardizing the data; semantically aggregating the standardized cross-platform multi-modal data corresponding to each propagation event based on an event semantic center vector model; iteratively updating the event semantic center vector through online exponential sliding updates to address the dynamic evolution of propagation events, continuously supplementing the event semantic center vector with newly added standardized data related to the propagation event in real time; quantitatively evaluating the comprehensive performance of each propagation event on different platforms based on a platform performance index model, and constructing a cross-platform content ranking based on the comprehensive performance using a multi-attribute normalized decision function; and intuitively presenting the cross-platform online public opinion analysis results using a three-level responsive visualization view.

This invention relates to the field of cooking control technology, and discloses a fault diagnosis method, device, gas equipment, and readable storage medium. Applied to gas equipment, the method includes: in response to a triggered ignition operation, acquiring a wind speed signal at the ignition location; when ignition failure is detected, determining whether the wind speed signal is greater than a preset wind speed threshold; if the wind speed signal is greater than the preset wind speed threshold, determining the fault type of the gas equipment as "wind-blown out." This invention, by accurately acquiring the wind speed signal at the ignition location, enables rapid localization of wind-blown faults after ignition failure. It overcomes the limitations of traditional ignition fault diagnosis, which ignores wind speed factors or cannot accurately determine wind-blown out faults. It can clearly identify the root cause of ignition failure due to wind without manual investigation, improving the accuracy and efficiency of wind-blown fault diagnosis. Simultaneously, it reduces the risk of gas leakage caused by repeated ignition due to wind, improving the safety of gas equipment use and user experience.

The utility model relates to the technical field of assembly type gutter detection, in particular to an open gutter detection device, which comprises two end sealing plates and a pull rod mechanism, the two end sealing plates are detachably fastened at openings at two ends of an open gutter through the pull rod mechanism capable of adjusting the length, and a sealing piece is arranged between each end sealing plate and the open gutter. And the end sealing plate and the open gutter are fastened to form a temporarily-closed concave water containing component. The device can be quickly assembled and disassembled, labor and time are saved, the operation efficiency is improved, and the requirement for batch production is met; a sealing piece is arranged between the end sealing plate and the gutter, so that the sealing performance is ensured, and misjudgment of a water closing experiment is avoided; compared with visual inspection, leakage points can be detected more accurately and comprehensively, and scientificity and preciseness are enhanced; factory quality can be determined through factory detection, and quality dispute can be avoided; the assembly is flexible, can adapt to various gutters, is high in universality, can be recycled, reduces the detection cost, and improves the economic and social benefits of steel structure manufacturing.

The utility model discloses an aluminum plastic film edge sealing structure for solid-state battery and aluminum plastic film composite production device, and aluminum plastic film includes first unit membrane and second unit membrane along the fold line, and first unit membrane is provided with electric core containing groove, and second unit membrane cover is established in the notching of electric core containing groove, and the side of electric core containing groove is sealed edge, and sealed edge comprises heat seal layer, aluminum foil layer and outer surface layer who are stacked in turn from inside to outside, the surface of heat seal layer away from aluminum foil layer is provided with concave-convex grain, and the surface of outer surface layer away from aluminum foil layer corresponding to first unit membrane is provided with bending groove, and the extension direction of bending groove is consistent with the length direction of sealed edge. Through the surface of heat seal layer away from aluminum foil layer is provided with concave-convex grain, effectively solve the misplacement of folding aluminum plastic film and lead to sealed edge misalignment, not only influence the appearance and size of battery, also influence the tightness of sealed edge, through the setting of bending groove, sealed edge bending resistance improves, is more docile, improves the tightness of sealing and battery size stability.

The utility model provides a kind of foundation beam formwork support system, it is related to building engineering technical field.The system includes formwork, cushion layer, batten, F type steel component, anchor bolt, steel nail.Before construction, multiple F type steel components are distributed horizontally according to reasonable distance, then F type steel component is fixed with cushion layer, F type steel component is fixed on cushion layer using anchor bolt, and firm reliability is guaranteed.Afterwards, formwork is placed into specified position, then batten is inserted to support, and is positioned.After the position is accurately positioned, steel nail is hammered into the perforated place, and batten is fixed with formwork.The utility model effectively solves the technical problems that formwork and cushion layer are not tightly contacted, not firm in foundation beam construction, and formwork is easily displaced or floated when pouring concrete.

The utility model discloses an inspection well cover structure capable of adjusting height to adapt to road surface gradient, which belongs to the technical field of constructional engineering, and comprises a well cover, a plurality of regulator components and a base, the regulator components are fixedly arranged on the base, and the regulator components are fixedly arranged on the base. The bottom of the well lid abuts against the top of the adjuster assembly. Height stepless adjustment and inclination angle adjustment of the well lid are achieved, the requirement of a road cross slope can be met, the well lid and the road surface are kept on the same plane, the travel safety of pedestrians and automobiles is improved, leakproofness is improved, material leakage is reduced in the asphalt paving process and the inspection well lifting process, and holes are prevented from being formed; and sinking around the well caused by long-time repeated rolling of vehicle load is relieved.

The invention discloses a lithium battery moisture prediction method and system based on time and dew point coupling. The method comprises the following steps: acquiring pole piece processing information and recording the pole piece processing information to a data memory; scanning the identification code of the battery pole piece through identity identification equipment to read the pole piece processing information; inputting the pole piece processing information and the battery pole piece type into a pre-trained lithium battery moisture prediction model to obtain a moisture prediction value of the battery pole piece; when the moisture predicted value exceeds a moisture abnormal threshold value, outputting a battery moisture abnormal early warning and drying the battery pole piece, and adjusting the drying time and the drying temperature of the battery pole piece according to the moisture predicted value of the battery pole piece; according to the method, the battery moisture can be accurately tracked, accurate determination and processing of the battery moisture can be realized, and the situation that the moisture battery cannot be detected is avoided.