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41results about How to "Poor solution" patented technology

Electrocardiosignal atrial fibrillation detection method based on one-dimensional dense connection convolutional network

The invention discloses an electrocardiosignal atrial fibrillation detection method based on a one-dimensional dense connection convolutional network. The method comprises the following steps: step 1,acquiring a plurality of electrocardiosignal segments containing atrial fibrillation labels; 2, preprocessing the electrocardiosignal segments in the step 1 and taking the electrocardiosignal segments as training data for training a one-dimensional dense connection convolutional network model; 3, building the one-dimensional dense connection convolutional network model by utilizing a deep learning framework; 4, randomly selecting the size of an initial parameter, continuously sending the training data to the model in batches, and performing back propagation to update the network parameter toobtain an optimal parameter; 5, carrying out lightweight processing on the trained network, wherein the lightweight processing comprises parameter quantification and network pruning; and 6, collectingelectrocardiosignals of the patient, sending the signal waveform as input into the one-dimensional dense connection convolutional network model, outputting a result, and pre-judging whether the patient has atrial fibrillation or not.
Owner:BEIHANG UNIV

Jitter detection processing system and method for miniature motor

The present invention provides a jitter detection processing system and a method for a miniature motor. The jitter detection processing system for the miniature motor comprises an STM32 control chip, a detecting unit, a first signal processing unit, a sampling module, a second signal processing unit, a first oscilloscope, a current amplification circuit, a second oscilloscope, a vector signal analyzer, a computer LABVIEW module and a power supply. The detection unit comprises a current sensor and a displacement sensor. The first signal processing unit comprises a first follower circuit, a first controllable amplifying circuit, a second follower circuit, a first band-pass filtering module and a first A/D module. The second signal processing unit comprises a multi-path PWM module, a second controllable amplifying circuit, a second band-pass filtering module and a second A/D module. Based on the above-described techniques, the jitter parameter signal of the motor is compared with a reference signal, so that the jitter degree of the motor is determined. Furthermore, whether an anti-phase current needs to be applied to the stator winding of the motor to eliminate the internal noise harmonic influence of the motor or not can be determined.
Owner:HARBIN UNIV OF SCI & TECH

Slurry shield slurry cabin pressure prediction method based on multiple influence factors

PendingCN113935545ATo achieve the purpose of balance controlPurpose of Auxiliary Balance ControlForecastingCharacter and pattern recognitionGenetics algorithmsTest set
The invention discloses a method for predicting the pressure of a slurry cabin of a slurry shield based on multiple influence factors. The method comprises the following steps: step 1, acquiring data acquired by a PLC system of the slurry shield; step 2, carrying out muddy water bin pressure influence factor analysis, and obtaining influence factors; step 3, performing cleaning, feature extraction and sample division on the data according to the influence factors to obtain training set data and test set data; step 4, based on the training set data, optimizing a neural network topological structure by adopting a genetic algorithm in combination with K-fold cross validation, obtaining optimal network topological structure information and constructing an optimal model; step 5, training the optimal model based on the training set data to obtain a fitting model, evaluating the fitting model based on the test set data, and if the fitting model does not reach the standard, repeating the step 4 to the step 5 until the model prediction effect reaches the standard; and step 6, predicting the pressure of the muddy water bin at the next moment by using the standard model, analyzing whether a predicted value is in a proper range or not, and giving feedback information.
Owner:广东粤海珠三角供水有限公司 +1

Combined type natural gas purifying device

The invention discloses a combined type natural gas purifying device with simple structure, low cost and good effect. The combined type natural gas purifying device is provided with a twin-tower adsorption purifying system, a precooler, a liquid storage tank I, a pre-filter, a post-filter and a refrigeration mechanism comprising a refrigerant compressor, a cooler and an evaporator, wherein the precooler is provided with a tube pass, a shell pass and a gas inlet; the gas inlet is communicated with an inlet of the tube pass; an outlet of the tube pass is communicated with an inlet of the evaporator; a liquid outlet of the evaporator is communicated with an inlet of the liquid storage tank I; an outlet of the liquid storage tank I is communicated with a blowdown return pipe; a gas outlet of the evaporator is communicated with an inlet of a shell layer of the precooler; an outlet of the shell layer of the precooler is communicated with an inlet of the pre-filter; a liquid outlet of the pre-filter is communicated with the blowdown return pipe; a gas outlet of the pre-filter is communicated with an adsorption gas inlet of the twin-tower adsorption purifying system; an adsorption gas outlet of the twin-tower adsorption purifying system is communicated with an inlet of the post-filter; a gas outlet of the post-filter is communicated with a gas outlet. The device disclosed by the invention is applied to natural gas purification.
Owner:杭州正高气体科技有限公司

Energy-saving and environment-friendly paint production wastewater recycling device

The invention discloses an energy-saving and environment-friendly paint production wastewater recycling device which comprises a fixing box, wherein a fixing plate is fixedly connected between the two sides of the inner wall of the fixing box; one side of the fixing box is fixedly connected with a motor through a base; a motor output shaft is fixedly connected with a rotating shaft through a coupling; the surface of the rotating shaft is fixedly connected with a first bevel gear, the surface of the first bevel gear is meshed with a second bevel gear and a threaded rod penetrates through the middle of the second bevel gear; the two ends of the surface of the threaded rod are in threaded connection with mobile blocks; and the bottom of each mobile block is fixedly connected with a sterilization device through a support rod. The invention relates to the technical field of environmental protection. According to the energy-saving and environment-friendly paint production wastewater recycling device, the problem of a poor effect of an existing wastewater treatment device of environment-friendly paint is solved, the wastewater treatment rate is improved, the wastewater is thoroughly treated and the unnecessary trouble to people is avoided.
Owner:GUANGDONG HAIXIANG EDUCATION TECH CO LTD
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