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52 results about "Multi response" patented technology

Multi-response parameter optimization method based on radial basis function neural network prediction model

The invention provides a multi-response parameter optimization method based on a radial basis function neural network prediction model and improved WPCA (weighted principal component analysis). According to the method, a non-linear prediction model of a production process is built by adopting a radial basis function neural network, capacity prediction indexes of the neural network model are introduced, a WPCA algorithm is adjusted, response with high prediction capacity receives priority in improvement in multi-response parameter design, and the optimization effect of technological parameters is improved. The WPCA generally adopts linear regression to establish a relation model between a response variable and a controllable factor variable in the multi-response parameter optimization design, however, the fitting degree of a linear regression model is not high for a complicated non-linear production process, and modeling requirements for parameter design cannot be met. The method is applied to the multi-response parameter optimization design of a thermal polymerization process of an aluminum-metallized polypropylene film capacitor, so that a satisfying comprehensive optimization effect of two responses of capacitance and loss tangent value of the capacitor is realized.
Owner:ZHENGZHOU UNIVERSITY OF AERONAUTICS

Multi-response parameter optimization method based on principal component analysis and neural network

The invention discloses a multi-response parameter optimization method based on principal component analysis and a neural network. The method comprises the following steps: 1) eliminating the correlation of a plurality of responses by principal component analysis; 2) taking the horizontal combination value of influence factor variable temperature and time as an input variable of the neural network, taking a corresponding MPI (Multi-response Performance Index) value as the expected output variable of the neural network, and establishing a RBF (Radial Basis Function) neural network model; and 3) utilizing the RBF neural network model obtained by training to search an optimal technological parameter. A RBF neural network prediction model of a mapping relationship between a production process influence factor and the multiple responses is established, the principal component analysis is applied to convert a multi-response index into an irrelevant index, the multi-response index is converted to a single-response index of comprehensive assessment through weighting, the response with high prediction ability is optimally improved, and the optimization of the integral effect of the plurality of responses is realized.
Owner:ZHENGZHOU UNIVERSITY OF AERONAUTICS

Anti-counterfeiting material based on multi-response platinum lighting-emitting and color-changing complex and application of anti-counterfeiting material

The invention discloses a preparation method of an anti-counterfeiting material based on a multi-response platinum lighting-emitting and color-changing complex and application of the anti-counterfeiting material and belongs to the field of application of visible light lighting-emitting and color-changing materials. After the anti-counterfeiting material is treated with 1,2-dichloroethane and chloroform steam, the colors of two samples are yellow incapable of being distinguished with naked eyes, under irradiation of an ultraviolet lamp, the two samples give out yellow light, and the positions of emission peaks are the positions of 536 nm. When the two samples are heated at the temperature of 50 DEG C, the color of the sample treated with 1,2-dichloroethane is changed into orange red, the color of the emitted light is changed into bright red, and the position of the emission peak is the position of 693 nm. The color and emitted light of the sample treated with chloroform are not affected by heating. The anti-counterfeiting material based on the divalent platinum compound has dual responses to light and heat, the anti-counterfeiting safety performance is improved, the advantages of being low in cost, simple in process, high in reliability, convenient to operate and the like are achieved, and high application value is achieved in the field of anti-counterfeiting materials and technologies.
Owner:DALIAN UNIV OF TECH

Ocean ecologic toxicology research platform based on microfluidic chip

The invention relates to an ocean ecologic toxicology research platform based on a microfluidic chip. The invention provides a microfluidic chemotactic chip. The microfluidic chemotactic chip is formed by the following units: a chip cell culture unit, a chip composite pollution generation unit, a chip pollutant concentration gradient generation unit, a chip control unit and a chip detection system. By integrating various pollutant composite units, the pollutant concentration gradient generation unit, and the array cell culture, cell stress, marking and corresponding detection units on the chip, the multi-index, multi-parameter and multi-response-event analysis for the damage action process of the environmental pollution for the marine organisms can be realized, the toxicity effect of the pollutants can be determined, and a great amount of important toxicology information can be acquired in a single experiment. The ocean ecologic toxicology research platform is significant in functionalcharacteristics in integration and flux compared with the traditional ecologic toxicology toxicity experimental method, and is simple in operation and low in cost; and meanwhile, the platform also has certain universality and can be extensively used for other research fields of the marine environmental sciences.
Owner:DALIAN UNIV

Method for quantitative determination of uronic acid-containing polysaccharide

The invention provides a method for quantitative determination of uronic acid-containing polysaccharide. The method comprises the following specific steps of preparing a uronic acid-containing polysaccharide standard substance solution from trifluoroacetic acid, wherein the uronic acid-containing polysaccharide is the polysaccharide of which a main chain is formed by a hexuronic acid-hexosamine or hexuronic acid-hexose disaccharide repeated disaccharide fragment; carrying out acid hydrolysis and deacidification on a standard substance to obtain a to-be-tested sample acid hydrolysis residue; dissolving a standard sample acid hydrolysis residue, and carrying out analysis by using a high-performance liquid chromatography-tandem triple quadrupole mass spectrometer to obtain a multi-response monitoring chromatogram and a standard curve; processing and detecting the to-be-tested sample acid hydrolysis residue by adopting the same method; and identifying the variety of the uronic acid-containing polysaccharide and obtaining the content of the uronic acid-containing polysaccharide in the to-be-tested sample. The method is simple in operation step, low in reagent price and relatively short in elapsed time, and polysaccharide formed by repeated disaccharide fragments of uronic acid and hexosamine or hexose can be accurately quantified at the same time.
Owner:DALIAN POLYTECHNIC UNIVERSITY

Multi-intelligence responsiveness microcapsule as well as application and preparation method thereof

The invention discloses a multi-intelligence responsiveness microcapsule. The multi-intelligence responsiveness microcapsule is prepared from aliphatic polyamine polyurethane and ferroferric oxide, wherein each of the aliphatic polyamine polyurethane and the ferroferric oxide is of a laminated structure and a plurality of layers of the aliphatic polyamine polyurethane and the ferroferric oxide arearranged; the aliphatic polyamine polyurethane layers and the ferroferric oxide layers are alternately assembled together layer by layer to form the aliphatic polyamine polyurethane/ferroferric oxideintelligence response hollow microcapsule; the surface of the microcapsule is modified by an anti-tumor hydrophilic drug. The invention further discloses application of the microcapsule serving as acarrier for delayed release of the drug, and a preparation method of the microcapsule. The multi-intelligence response microcapsule is prepared by utilizing a layer-to-layer self-assembling method; the method is simple and convenient and low cost; the multi-intelligence response type microcapsule has excellent multi-response performance including pH (Potential of Hydrogen), temperature, near infrared, magnetic response and the like and good biocompatibility; a cancer treatment drug doxorubicin hydrochloride is modified on the surface of the microcapsule so that the target property and the utilization rate of the drug are enhanced; the multi-intelligence responsiveness microcapsule has a good application prospect in the field of controlled release of the multi-intelligence response drugs.
Owner:ZHENGZHOU UNIV +1
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