734results about How to "Great application potential" patented technology

The invention relates to the technical field of knowledge questions and answers, in particular to a method and system for detecting and repairing large language model output illusion, which comprises the following steps of: dividing answer content into a plurality of sentences, calculating the confidence coefficient of each sentence, judging whether the confidence coefficient of each sentence exceeds a set threshold value or not, performing fact extraction on the sentences with the confidence coefficient lower than the set threshold value, obtaining triple data of each sentence; generating a subgraph A of each sentence based on the triple data of each sentence; extracting a sub-graph B from the local knowledge graph based on the subject in the triple data of each sentence; calculating the similarity between the sub-graph A and the sub-graph B, and if the similarity is smaller than a set threshold value, repairing the sub-graph A according to the sub-graph B to obtain a repaired sub-graph A; according to the triad data corresponding to the repaired subgraph A, obtaining a repaired sentence; and after all the sentences with the confidence lower than a set threshold value are repaired, final answer content is obtained. And the accuracy and reliability of model output are improved.

The invention relates to bacillus velezensis SMB1 and application thereof in prevention and treatment of plant diseases, and belongs to the technical field of biological prevention and treatment of plant diseases. The strain is preserved in the China Center for Type Culture Collection on November 27, 2024, the preservation address is Luojia mountain, Luojia mountain, eight road, Wuchang District, Wuhan City, Hubei Province, and the preservation number is CCTCC NO: M20242647. The bacillus velezensis SMB1 provided by the invention has a remarkable bacteriostatic effect on plant pathogenic fungi, plant pathogenic oomycetes, plant pathogenic bacteria and animal pathogenic bacteria, has an extremely good broad-spectrum bacteriostatic function, has a great application potential in biological control of plant diseases, can reduce the use of chemical pesticides, and has a good application prospect. The pesticide residue in agricultural products is reduced, the environment is protected, and the urgent demand on pollution-free agricultural product production at present is met.

The invention provides an evolutionary neural architecture searching method and system based on similarity agent assistance, and the method comprises the steps: 1, initializing an architecture population, and selecting an architecture with the best performance as an initial reference architecture; 2, constructing a graph neural network variant as a feature extractor; 3, constructing an agent model, and training the agent model through a joint loss function; 4, the high-potential architecture is reserved according to the fitness value, authenticity performance evaluation is carried out on the high-potential architecture, and an evaluation result is added into the training set; combining the current population with the high-performance architecture predicted and screened by the proxy model, and updating the population through an environment selection strategy; and step 5, repeating the step 3 and the step 4 until the population performance converges, and finally outputting a global optimal architecture. According to the method, the high-performance neural network architecture can be quickly searched under limited computing resources, and an efficient and intelligent novel solution is provided for automatic design and optimization of the neural network.

The invention relates to an electrochemical impedance acquisition method based on a time sequence model and an electrochemical impedance model. The method comprises the following steps: constructing an experimental test matrix taking a battery material system, temperature, SOC and the like as variables; performing charging and discharging test on the battery according to the experimental test matrix; after the battery stands, current excitation is applied through an electrochemical workstation, real electrochemical impedance spectroscopy data are obtained, parameter identification is carried out, and a model training label is extracted; extracting features of the process data of the charging and discharging test, and constructing an electrochemical impedance data set; based on a time sequence pre-training basic model, training by utilizing the electrochemical impedance data set to obtain an electrochemical impedance model; and predicting the electrochemical impedance spectrum of the battery to be detected by adopting the trained electrochemical impedance model. Compared with the prior art, the method has the advantages that the time sequence large model and the electrochemical impedance model are combined, efficient acquisition and accurate analysis of the electrochemical impedance spectrum are realized, and the method has wide application potential in real-time monitoring and dynamic application environments.

The invention discloses a Fe-MOF derivative / biochar nano composite material as well as a preparation method and application thereof, and belongs to the field of degradation of organic pollutants in a water body. The invention aims to solve the problems of unstable structure, easy agglomeration and the like at high temperature. The preparation method comprises the following steps: by taking an Fe-MOF derivative as a precursor and charcoal as a carrier material, carrying out in-situ synthesis on Fe-MOF, and carrying out high-temperature calcination on the surface of charcoal (BC). The metal carbon-based composite material prepared by the method shows excellent catalytic performance in catalytic degradation of tetracycline in a water body. Meanwhile, the prepared multiphase composite catalytic material has good stability and cycle performance.

The invention discloses application of an OsNLP3 gene, and relates to the technical field of plant genetic engineering, and an amino acid sequence coded by the OsNLP3 gene is shown as SEQ ID NO.2. By constructing an OsNLP3 gene overexpression plant and comparing the OsNLP3 gene overexpression plant with a wild type of the OsNLP3 gene overexpression plant, the increase of the single gene expression quantity of the OsNLP3 gene overexpression plant causes the significant increase of the total protein content of the rice, the invariable characters of the grain length, the grain width, the yield and the like, the genetic effect is significant, and the OsNLP3 gene overexpression plant has huge application potential and prospects for the improvement of the characters of rice varieties and provides a new gene resource for

The invention discloses a phase change energy storage waterborne polyurethane nanofiber membrane and a preparation method thereof. Lignin-based phase change microcapsules are prepared by combining ultraviolet crosslinking with lignin shell packaging, and then the nanofiber membrane containing the phase change microcapsules is prepared through an electrostatic spinning technology. And finally, constructing the waterborne polyurethane phase change fiber membrane with asymmetric wettability through a low-temperature plasma technology. According to the invention, lignin is self-assembled to form nanoparticles, and ultraviolet light induces free radical polymerization to form a polymer film, so that the packaging capability of the phase change material is improved. The phase change microcapsule prepared by the method is high in packaging efficiency and excellent in phase change performance, the preparation process is green and environment-friendly, the technological operation is simple, the temperature of the prepared phase change energy storage waterborne polyurethane nanofiber membrane conforms to the comfortable temperature range of a human body, and the phase change energy storage waterborne polyurethane nanofiber membrane has excellent temperature regulation, waterproof and moisture permeable performance and is suitable for being used in the field of water treatment. Good application prospects are realized in the field of functional textiles with functions of intelligent temperature regulation, water resistance and air permeability and the like.

The invention discloses bacillus subtilis Gxunw-30 and application thereof, and belongs to the technical field of agricultural microorganisms. The bacillus subtilis Gxunw-30 provided by the invention is preserved in Guangdong Microbial Culture Collection Center on October 12, 2024, and the preservation number of the bacillus subtilis Gxunw-30 is GDMCC No: 65245. The bacillus subtilis Gxunw-30 provided by the invention has the capability of inhibiting plant pathogens in a broad spectrum, and can be used for antagonizing a variety of plant pathogens such as helminthosporium triticum, trichosporon pseudoacaceae, hechiense fusarium, fusarium chlamydosporum, cryphonectria parasitica, fusarium pseudograminearum, botryosphaeria dothidea and the like. The strain has the properties of decomposing organophosphorus, producing protease, producing ammonia, producing indole and fixing nitrogen, and has the biological properties of plant growth promotion and the like. The recombinant bacterium also contains a gene for coding an antibacterial substance, and has the capability of synthesizing the antibacterial peptides of iturin, surfactin, fengmycin and bacilysin, and the recombinant bacterium also contains a gene for coding the antibacterial substance and has the capability of synthesizing the antibacterial peptides of iturin, surfactin, fengmycin and bacilysin. The strain has the effects of preventing diseases and promoting growth, provides a good biocontrol resource for prevention and treatment of plant diseases, and has a relatively good application value for research and development of plant growth-promoting preparations and biocontrol microbial agents.

The invention relates to the technical field of pharmaceutical chemicals, and discloses sequential drug release liposome hydrogel and a preparation method and application thereof, and the preparation method of the liposome hydrogel comprises the following steps: step 1, preparation of drug-loaded positive charge liposome; step 2, preparing phenylboronic acid modified polysaccharide; and step 3, carrying out vortex mixing on the drug-loaded positive charge liposome solution, the phenylboronic acid modified polysaccharide hydrogel precursor powder and the spermidine solution to obtain the liposome hydrogel. According to the sequential drug release liposome hydrogel as well as the preparation method and the application thereof, the liposome hydrogel is prepared by taking high-molecular hyaluronic acid and phenylboronic acid as main raw materials, and the liposome hydrogel has microenvironment responsiveness and time-space characteristics of drug release, and can be used for treating osteoarthritis in an environment with active oxygen increase, so that the drug release effect is good, and the drug release effect is good. The functions of early-stage anti-inflammation and continuous cartilage regeneration are achieved by sequentially releasing double drugs, synovitis can be effectively relieved, cartilage regeneration can be promoted, and the compound can be used for preparing drugs for treating osteoarthritis.

The invention discloses application of a compound of paenibacillus polymyxa and a chemical bactericide in preparation of a medicament for preventing and treating wheat stem rot. Belongs to the technical field of plant disease control. The invention studies the control effect of compound seed dressing treatment of paenibacillus polymyxa NPDY05-8 and seven common bactericides on the growth condition of wheat in the seedling stage and the control effect of wheat stem rot in the seedling stage, and the result shows that the compound seed dressing treatment of paenibacillus polymyxa NPDY05-8 and the bactericides can effectively improve the control effect of the bactericides on wheat stem rot; and compared with wheat treated by a single bactericide, wheat treated by mixed seed dressing of the bactericide and the paenibacillus polymyxa NPDY05-8 is thicker in leaf color and thicker in stalk, has the effects of promoting rooting and growth, and has huge application potential.

The invention provides an electrolyte for improving the interface stability of a four-electron aqueous zinc-iodine battery, and belongs to the technical field of zinc-iodine battery electrolyte additives, the electrolyte comprises N, N-dihydroxyethyl glycine, zinc sulfate, an additive and water; in the electrolyte, the concentration of the N, N-dihydroxyethyl glycine is 0.5 + / -0.2 mol / L; the molar ratio of the additive to the zinc sulfate is 1: 3; the additive comprises any one of methyl triethyl ammonium chloride, betaine hydrochloride and triethylamine hydrobromide. The electrolyte can enhance the interface stability of the electrode electrolyte, improve the cycling stability and electrochemical performance of the aqueous zinc-iodine battery, inhibit side reactions, and improve the safety and reliability of the battery. The invention also provides a high-capacity aqueous zinc-iodine battery.

The invention belongs to the technical field of friction catalysis, and particularly relates to application of an aluminum oxide substrate in friction catalytic degradation of high-concentration organic dye wastewater, an aluminum oxide ceramic chip is used as a substrate, titanium dioxide nano powder is used as a catalyst, and the aluminum oxide ceramic chip is fixed at the bottom of a flat-bottom glass beaker; the method comprises the following steps: adding organic dye wastewater, a magnetic turntable and titanium dioxide nano powder into a flat-bottomed glass beaker, then putting the flat-bottomed glass beaker in a dark environment at room temperature, stirring and reacting on a magnetic stirrer for 90-150 minutes, and after the reaction is completed, completely degrading organic dye in the wastewater. According to the method, the aluminum oxide ceramic chip is added into a system for performing friction catalytic degradation on the organic dye wastewater by using the titanium dioxide nano powder as the substrate, so that the degradation rate of the organic dye is greatly improved, the complete degradation time of the organic dye is shortened, and a new thought is provided for performing friction catalytic degradation on the organic dye wastewater by using the titanium dioxide nano powder.

The invention provides a targeted giant salamander iridovirus nano antibody as well as a preparation method and application thereof. The invention discloses a giant salamander iridovirus targeting nano antibody, and aims to provide a giant salamander iridovirus targeting nano antibody which is low in expression cost, low in difficulty and stable in source, can be effectively combined with giant salamander iridovirus, and specifically realizes immunoassay of the giant salamander iridovirus. The amino acid sequences of the nano antibody are shown as SEQ ID NO.1-6, and the nano antibody belongs to the technical field of biological science.

The invention relates to an unmanned aerial vehicle cluster formation decision making and hunting method based on reinforcement learning, and belongs to the technical field of multi-agent formation control and decision making. The expected position corresponding to each agent and the control instruction of the dynamic model of the multi-agent are obtained, the central node does not need to quickly realize the expected formation configuration given by the decision-making system in a distributed mode, and the formation control problem of the multi-agent is solved; secondly, the formation of the multiple agents can be visually manipulated to adapt to dynamically changing tasks, and the formation manipulation problem of the multiple agents is solved; according to an actual confrontation task, learning and evolutionary online autonomous decision-making of the multi-agent system is realized, and the formation autonomous decision-making problem of the multi-agent system is solved; and finally, the interpretability and safety of learning decision are enhanced by utilizing a control model mechanism, and the interpretability and safety problems in the formation strategy learning process are considered.

The invention provides a slow-release antibacterial enhanced composite film for fruit and vegetable preservation and a preparation method thereof, and the preparation method comprises the following steps: performing sulfonation modification treatment on nano cellulose powder to obtain sulfonated nano cellulose; carrying out quaternization modification treatment on the sulfonated nano-crystalline cellulose to obtain quaternary ammonium sulfonated nano-crystalline cellulose; adding gelatin and sodium carboxymethyl cellulose into deionized water to obtain a wall material solution, and adding curcumin into the wall material solution to obtain a prepolymer solution; stirring and emulsifying the prepolymer solution at a high speed to obtain a prepolymer suspension; adding a chitosan solution into the prepolymer suspension to obtain a microcapsule solution, adding tannic acid into the microcapsule solution to obtain a microcapsule suspension, and performing spray drying to obtain double-layer microcapsule powder; the preparation method comprises the following steps: uniformly mixing polylactic acid, quaternary ammonium sulfonated nanocellulose, the double-layer microcapsule powder, a plasticizer, a lubricant and an antioxidant to obtain a mixed material, and sequentially carrying out melt extrusion, cooling, pelletizing and film blowing.

According to the method, a one-pot copolymerization method is adopted, MBAA and borax serve as cross-linking agents, zwitterionic polyelectrolyte hydrogel containing SBMA, PVA, THMA and AMPS is prepared, and the zwitterionic polyelectrolyte hydrogel has excellent adhesion performance and biocompatibility and is suitable for the field of biological medicine. According to the method, the physical characteristics of the hydrogel are enhanced due to crosslinking sites and hydrogen bonds of polyvinyl alcohol. The cationic and anionic groups of SBMA improve the adhesion performance, and the reaction monomer THMA provides hydrogen-bond interaction to further promote adhesion, so that the prepared hydrogel adhesive shows excellent adhesion performance and biocompatibility, and is suitable for biological medicine application of wound dressing, drug release systems, tissue engineering and the like.

The invention provides a preparation method of a Janus material for simultaneous screening of protein phosphorylation and palmitoylation modification, and belongs to the technical field of magnetic material synthesis. The method comprises the following steps: firstly, preparing MCeO2; the preparation method comprises the following steps: mixing MCeO2, hexadecyl trimethyl ammonium bromide and ammonia water to obtain a mixed solution, adding 1, 2-bis (triethoxysilane) ethane into the mixed solution for reaction to obtain a product, and dispersing the product into an NH4NO3 solution for reflux reaction to obtain Janus MCP; the preparation method comprises the following steps: reacting Janus MCP with a silane coupling agent, dissolving aminated Janus MCP and 4-ethylene sulfonyl benzoic acid in a buffer solution containing EDC and NHS, and reacting to obtain the Janus material. The preparation method is reliable, the material performance is stable, and the enrichment efficiency of the magnetic Janus on target peptide fragments (phosphorylated peptide fragments and palmitoylated peptide fragments) is remarkably improved.

The invention discloses a petroleum pipe microscopic fracture morphology identification method, system and device and a medium, and belongs to the technical field of failure analysis image process.The method comprises the steps that a deep learning classification network with a residual module is constructed and trained, and a deep learning classification network loaded with a network connection weight matrix is obtained; and finally, the deep learning classification network is utilized to efficiently and accurately identify the to-be-tested object region image. According to the method, massive data sets can be quickly processed and analyzed by using the high-speed processing capability of a modern computer, so that the efficiency is greatly improved. Compared with a traditional method, the automatic fracture classification method can reduce subjective interference of people and enhance reliability and consistency of results. And meanwhile, the identification method is simple, engineering application integration is facilitated, and good practicability and expansibility are achieved.

The invention discloses a temperature sensing material based on dual-mode thermal response up-conversion luminescence and a preparation method and application thereof, and belongs to the technical field of optical temperature sensing. The chemical formula of the material is Bi (4-y) Ti (0.5) M (0.5) O8X: REy, wherein M is W or Mo, X is Cl or Br, RE is Er or Yb / Er, and a hydrothermal-molten salt method series synthesis strategy is adopted for preparation. Different from a traditional thermal quenching material, according to the dual-mode thermal response up-conversion luminescence temperature sensing material Bi4Ti0. 5M0. 5O8X, visible light is weakened along with temperature rise, and meanwhile 800 nm near-infrared luminescence is enhanced. By utilizing the characteristic that the up-conversion luminescence intensity has opposite response to temperature change, the up-conversion temperature sensing material disclosed by the invention has relatively high optical temperature sensitivity in a fluorescence intensity mode and a fluorescence lifetime mode, and is an optical temperature sensing material with a wide temperature measurement range, which can be used for high-temperature environment detection; the method has great application potential in the field of optical temperature sensing.

The invention relates to the technical field of epoxy splicing adhesives, in particular to a high-performance prefabricated part epoxy splicing adhesive and a preparation method thereof.The epoxy splicing adhesive comprises a component A and a component B. The component A is prepared from 3%-8% of polyether polyol, 2%-4% of hydrophobic fumed silica, 0.1%-1% of a silane coupling agent, 0.01%-0.5% of a defoaming agent, 50%-75% of modified quartz sand, 1%-5% of color paste and the balance epoxy resin; the modified quartz sand is prepared by grafting an amino silane coupling agent on the surface of quartz sand, then reacting with polychlorophosphazene, and then reacting with glycidol; the component B comprises the following components in percentage by weight: 0.2-4% of color paste, 1-5% of hydrophobic fumed silica, 0.1-1% of an amino silane coupling agent, 10-25% of 0.5 mm quartz sand, 40-60% of 0.1 mm quartz sand and the balance of a modified amine curing agent; the preparation method has the advantage that the mechanical strength and the bonding strength of the epoxy splicing adhesive are improved.

The invention discloses application of a mineralized carbon sequestration strain, the mineralized carbon sequestration strain is classified and named as Halomonas sulfidaeresis. ZN2 #, the mineralized carbon sequestration strain is preserved in the China General Microbiological Culture Collection Center (CGMCC), and the preservation number is CGMCC No.32033. The invention further discloses a preparation method of the mineralized carbon sequestration strain. The mineralization carbon sequestration strain can metabolize to generate urease and carbonic anhydrase at the same time, the two enzymes are subjected to a dual mineralization reaction in combination with a microorganism-induced calcium carbonate precipitation technology, the crystal form of a mineralization product is improved, the mineralization strength is improved, meanwhile, carbonic anhydrase can absorb carbon dioxide in the environment, high-strength soil reinforcement is achieved, meanwhile, carbon dioxide emission is reduced, and the soil quality is improved. Therefore, the dual effects of biomineralization remediation and improvement and carbon sequestration and emission reduction of the soil are achieved, and sustainable development of a soil bioremediation and improvement technology is achieved.

The invention relates to a single cell capturing method, which comprises the following steps that a single cell to be captured is injected into a micro-fluidic chip containing a micropore coupling micro-cavity through fluid, the chip comprises a base material and a main channel arranged on the base material, the surface of the main channel is provided with a plurality of micropores and micro-cavities corresponding to the micropores, and the micro-cavities are communicated with the main channel; after the main channel is filled with the fluid, the fluid in the main channel is kept static, so that the single cells fall into the micropores under the action of gravity; after the single cells are captured by the micropores, the fluid is introduced again to discharge the uncaptured single cells; and the chip is overturned and inclined after being discharged, so that the single cells enter the micro-cavity. The technical problems that in the prior art, single cell capture efficiency is low, capture precision is insufficient, complex external equipment is needed for control, and single cell capture, culture and the like cannot be completed in the same chip are solved.

The invention discloses high-toughness low-swelling ionic conductive hydrogel and a preparation method and application thereof, and belongs to the technical field of polymer hydrogel, and the preparation method comprises the following steps: dissolving acrylic acid, acrylamide, phytic acid and sodium carboxymethyl cellulose in deionized water, and uniformly mixing to obtain a precursor solution; removing bubbles in the precursor solution to prepare a bubble-removed precursor solution; adding an initiator and a cross-linking agent into the bubble-removed precursor solution, and stirring until the initiator and the cross-linking agent are completely dissolved to obtain a pre-polymerized solution; and carrying out free radical polymerization on the pre-polymerized solution under a preset condition to obtain the high-toughness and low-swelling ionic conductive hydrogel. Through the synergistic enhancement effect of phytic acid and carboxymethyl cellulose, the multifunctional ionic conductive hydrogel is developed, and the hydrogel has excellent mechanical properties, can realize low swelling in water and artificial seawater, and also has good conductivity. The preparation method is simple, controllable in operation and easy for industrial production.

The invention relates to an SERS (Surface Enhanced Raman Scattering) substrate based on a silver-covalent organic framework heterojunction as well as a preparation method and application of the SERS substrate, and belongs to the technical field of analysis and detection. The SERS substrate based on the silver-covalent organic framework heterojunction comprises an amidoxime group modified covalent organic framework material and silver nanoparticles adsorbed on the amidoxime group modified covalent organic framework material. The COF-TpDb-AO with semiconductor characteristics can improve the Raman signal intensity through a chemical enhancement effect, the silver nanocluster generates a strong electromagnetic enhancement effect, the SERS substrate significantly improves the detection sensitivity (the detection limit is as low as 7.4 * 10 <-9 > mol / L) through the cooperation of electromagnetism and the chemical enhancement effect, and the enhancement factor (EF) is 1.26 * 10 < 6 >.

The invention relates to the technical field of flexible stimulation response self-drivers, in particular to a preparation method of an electricity-temperature dual stimulation deformation reversible composite material driver, which comprises the following steps: firstly, carrying out chemical modification and solution ultrasonic dispersion on conductor particles to improve interface cohesiveness and improve interface bonding between a conductor and a polymer; melting, blending and compounding polyethylene vinyl acetate free radical double-group coupling by using a double-screw mixer to prepare a shape memory hemicrystalline and carbon-carbon single bond net-shaped cross-linked molecular network structure; uniformly doping and embedding conductor unit particles into a molecular network to construct a conductive three-dimensional network, and forming a conductive blend with a bicontinuous phase structure; and finally, thermally pressing the conductive blend to initiate a macromolecular free radical cross-linking reaction to prepare the electric-temperature dual-stimulation deformation reversible composite material driver with a conductive-semi-crystalline-cross-linked three-dimensional network structure. According to the invention, electric and thermal dual stimulation reversible deformation response of the shape memory composite material can be realized.

The invention belongs to the field of gene engineering, and particularly relates to an ecdysone receptor gene LvECR and application thereof. The base sequence of the ecdysone receptor gene LvECR is as shown in SEQ ID NO: 1. The amino acid sequence of the protein encoded by the LvECR gene is as shown in SEQ ID NO: 2. The invention also discloses an application of the ecdysone receptor gene LvECR in inhibition of pathogenic vibrio infection. It is verified for the first time that the prawn ecdysone receptor gene LvECR plays an important role in prawn acute hepatopancreatic necrosis, disease occurrence can be aggravated by inhibiting expression of the coding gene of the prawn ecdysone receptor gene LvECR, disease symptoms can be reduced by injecting in-vitro recombinant protein of the factor, and the huge application potential of the prawn ecdysone receptor gene LvECR in disease prevention and control is shown.

The invention discloses a dental pulp stem cell-derived exosome photocuring hydrogel and a preparation method and application thereof in treating severe periodontitis, and the dental pulp stem cell-derived exosome photocuring hydrogel has better biocompatibility and capability of promoting periodontal tissue regeneration by utilizing the dental pulp stem cell-derived exosome; the sustained-release effect of the hydrogel is beneficial to continuously providing treatment components and reducing the treatment times; through local administration, systemic side effects are reduced, and the safety and effectiveness of treatment are improved.

The invention relates to the technical field of soil improvement, and discloses a carbon-based material as well as a preparation method and application thereof. The carbon-based material is electron shuttle modified lignin. According to the carbon-based material provided by the invention, the lignin is subjected to surface modification by using the electron shuttle, the lignin is rich in resource, easily available in raw material, low in cost, good in stability and harmless, and high electron shuttle activity fragments are introduced on the surface by combining with the electron shuttle, so that the electron shuttle capability is greatly improved; the carbon-based material has the capability of promoting reduction and dissolution of soil minerals, and can be applied to soil improvement, improvement of electron transfer rate between microorganisms and minerals, acceleration of mineral dissolution and activation of soil mineral elements, effective regulation and control of soil iron circulation process so as to improve soil trophism, and guarantee for healthy growth of plants. Compared with a small-molecule shuttle, the shuttle is not easy to deteriorate or lose in the environment, can play a role in soil for a long time, and has great application potential for carbon sequestration and quality improvement of soil and guarantee of crop nutrition.

The present invention discloses a method and application of preparing a freshness indicator label by electrostatic spinning, which is obtained by the following steps: S1: adding bayberry anthocyanin to a matrix solution to obtain a spinning solution; S2: after ultrasonic filtration of the matrix solution, taking part of the solution and putting it into a 10ml syringe, fixing it on a propulsion pump, spinning using a high-voltage electrostatic spinning device under a specific voltage, receiving distance, flow rate, temperature and humidity to prepare a nanofiber membrane; S3: balancing the prepared nanofiber membrane for 48 hours, and cutting it into a specific size to prepare a freshness indicator label. The freshness indicator label prepared by the method of the present invention has a large specific surface area and porosity, and is sensitive to pH response. The bayberry anthocyanin freshness indicator label based on pullulan / polyvinyl alcohol has great application potential in the freshness monitoring and intelligent packaging of white shrimp.

The invention discloses a switch cabinet fault diagnosis method and device based on deep learning, and belongs to the technical field of power equipment. The method comprises the following steps: S1, acquiring PD data; s2, pre-processing the PD data; the preprocessing content comprises the following steps: performing global statistical feature extraction on the PD data to obtain global statistical features; carrying out data type conversion on the PD data to obtain a grayscale image; s3, processing the grayscale image by adopting a ResNet model combined with a CBAM attention mechanism, and extracting key potential features as key local discrimination features; s4, performing feature splicing on the global statistical features and the key local discrimination features to obtain multi-scale features; and S5, performing classification processing by using an MLP classifier to obtain a switch cabinet fault diagnosis result. According to the method, signal features can be analyzed from different levels and scales through multi-scale feature fusion, and the fault diagnosis precision and adaptability are improved.