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64results about How to "High space-time efficiency" patented technology

Fast image retrieval method based on deep learning

An embodiment of the present invention discloses a fast image retrieval method based on deep learning. The method comprises: randomly generating two images from an image database as input of a network, and taking one as a query image and the other as a sample image, wherein each picture comprises a corresponding category tag; constructing a convolutional neural network, wherein the network comprises three sets of convolution pooling layers and two sets of fully connected layers; randomly combining the training sample sets into data pairs to be trained according to the convolutional network, obtaining the corresponding hash code, and calculating the Euclidean distance between two training sample sets; calculating the error function of the output value of the convolutional network, trainingthe convolutional neural network, and updating the network parameters by using the back propagation algorithm and the stochastic gradient descent method; and after obtaining the binary coding of the training data sets, sorting the training data sets according to the Euclidean distances from near to far, and outputting retrieval results in sequence. According to the method disclosed by the embodiment of the present invention, the problems of a slow retrieval speed, a large memory space, and an inaccurate retrieval result in the prior art can be solved, and the space-time efficiency of image retrieval is greatly improved.
Owner:SUN YAT SEN UNIV

Device and technique for indirectly electric oxidation synthesis of organic substance electrolytic regeneration medium

The invention discloses an electrolysis unit and a technology used for indirect electric oxo synthesis of organic matters and electrolytic regeneration of media. The electrolysis unit is formed by compression of a plurality of elementary electrolytic cells which are connected in series through a plate-and-frame filter press, wherein, the elementary electrolytic celles comprise anode chambers and cathode chambers which are separated off by cation diaphragms; the anode chambers and the cathode chambers are respectively provided with electrolyte inlets and electrolyte outlets which are communicated with electrolyte storage tanks; and anodes which are arranged inside the anode chambers adopt granular packed bed electrodes which take titanium baskets or titanium baskets provided with coatings as frame bodies. By adoption of the electrolysis unit, low valence state media which are generated during the process of indirect electric oxo synthesis of the organic matters are reoxidized and regenerated into high valence state media through electrolysis. The electrolysis unit has the advantages of large working current, convenient opening of a pressure filter for replacement of the diaphragms and filling of granules, compact structure and high space-time efficiency and is particularly suitable for indirect electric oxidation regeneration reaction by adoption of Mn<3+>/Mn<2+>, Ce<4+>/Ce<3+> and Cr2O7 <2->/Cr 3+> as media.
Owner:ZHEJIANG UNIV OF TECH

Photocatalysis air purifier using light emitting diode as light source

The invention discloses a photocatalytic air purifier which takes a light-emitting diode as light source, a dust-resistant filter net which is detachable and easy to clean is arranged at an air inlet which is arranged on the lower part of a shell body of a purifier, the dust-resistant filter net which is detachable and easy to clean is arranged at an air outlet which is arranged on the upper part of the shell body; a light-emitting diode array which is taken as the light source and a photocatalytic layer are parallelly arranged in the shell body, the photocatalytic layer is composed of a modified titanium dioxide photocatalyst which is loaded on an activated carbon fiber; the photocatalytic layer of the air purifier simultaneously has the effects of absorption enrichment and photocatalytic degradation of volatile organic compounds, thereby effectively improving the efficiency of the photocatalytic degradation; the light-emitting diode array is adopted as the light source, thereby overcoming the defect of uneven illumination of an ultraviolet lamp tube and being characterized by high optical to electrical conversion rate, long service life and high space and time efficiency, the high-low arrangement of the light-emitting diode array and the photocatalytic layer utilizes the characteristic that gas is raised after heating to realize the effective convection of air without a fan, thereby reducing the energy consumption and simplifying the device.
Owner:GUANGDONG UNIV OF TECH

Three-level flow sequence comparison method based on many-core co-processor

The invention discloses a three-level flow sequence comparison method based on a many-core co-processor. The purpose of increasing the comparison speed of sequence comparison software is achieved. According to the technical scheme, sequence comparison is performed in a multi-threading manner by an MIC (microwave integrated circuit) many-core co-processor; three serial steps of reading sequences from a main memory to an MIC, comparing the sequences and writing a comparison result to the main memory in a sequence comparison process of the MIC are in a three-level flow mode, namely, sequences required for next comparison are read during sequence comparison, a previous comparison result is written into the main memory, and a reading and writing operation and a comparison operation are carried out simultaneously. By the three-level flow sequence comparison method based on the many-core co-processor, three main processes of sequence reading, sequence comparison and comparison result returning are carried out simultaneously, the comparison efficiency is improved, and the comparison time is shortened. Compared with a two-channel eight-core CPU (central processing unit), the three-level flow sequence comparison method has the advantages that the speed of a comparison process can be increased 2.3 times at least, a large amount of memory space is prevented from being copied, and the space-time efficiency of a procedure is improved.
Owner:NAT UNIV OF DEFENSE TECH

Equipment for treating organic wastewater through joint of electrolyzation and oxidant

The invention discloses equipment for treating organic wastewater through the joint of electrolyzation and oxidants. The equipment comprises an electrolysis bath, a circulating system and a storage tank, wherein a water inlet and a drainage outlet are formed on the storage tank, one end of the electrolysis bath is connected with the storage tank through the circulating system, the other end of the electrolysis bath is directly connected with the storage tank, the circulating system comprises a circulating pump and a pipeline, and the equipment is characterized in that the oxidants are added into the electrolysis bath, an electrode is arranged in the electrolysis bath, and the electrode is connected with direct current; during operation, waste water firstly enters into the storage tank and then flows into the electrolysis bath from one end of the electrolysis bath through the circulating pump, in case of making current, electrolytic reaction and oxygenolysis reaction occur in the electrolysis bath, waste water flowing through the electrolysis bath flows out from the other end of the electrolysis bath and then returns to the storage tank; and the process is repeated until organic matters in waste water are degraded to meet the required level.
Owner:刘伟

Device for preparing high-purity tetrapropylammonium hydroxide (TPAOH) through three-chamber two-membrane electrolytic method

The invention discloses a device for preparing high-purity tetrapropylammonium hydroxide (TPAOH). The device is a plate-and-frame repolarization type electrolytic device improved from a plate-and-frame filter press. The device comprises a filter press, a filter press beam, a filter press thrust plate, a filter press pressing plate and a repolarization type electrolytic cell. The repolarization type electrolytic cell is composed of 1-50 electrolytic cell units in a tight pressing manner. Each electrolytic cell unit is a three-chamber two-membrane electrolytic cell body, that is, an anionic membrane, a cationic membrane, a cathode and an anode are used for forming an anode chamber, a raw material chamber and a cathode chamber. The device effectively separates non-electrolytic TPAOH, avoids sodions brought in by exchanging column regeneration and improves the product quality; expensive bipolar membranes are avoided, large current density can be adopted for electrolysis, current efficiency higher than that of an electrodialysis method is achieved, and the current efficiency is close to 100 %; and continuous electrolysis can be adopted, a market TPAOH solution with the concentration being about 7.5wt% can be directly obtained through the product, and the concentration working procedure is reduced.
Owner:JIANGSU SANJILI CHEM

Three-dimensional electrochemical-ozonation coupling treatment device for wastewater difficult to treat, and wastewater treatment method

The invention relates to the technical field of wastewater treatment, in particular to a three-dimensional electrochemical-ozonation coupling treatment device for wastewater difficult to treat, and a wastewater treatment method. The device comprises a three-dimensional electrochemical-ozonation coupling reactor, and the three-dimensional electrochemical-ozonation coupling reactor comprises a reactor tank body; and a cathode and an anode which are connected with each other through a direct-current power supply are arranged in the reactor tank body, a particle electrode is also filled in the reactor tank body, the particle electrode is positioned between the cathode and the anode, a microbubble ozone distributor is arranged at the bottom of the reactor tank body, and the microbubble ozone distributor is connected with an ozone generator. The method comprises the following steps: after being subjected to electric flocculation and primary filtration, wastewater difficult to treat enters the three-dimensional electrochemical-ozone coupling reactor and is treated. The particle electrode is filled between the cathode and the anode, so that the mass transfer effect under the electrifying condition is improved, and the current efficiency, the electrochemical reaction rate and the treatment effect of the wastewater treatment method adopting the device are greatly improved.
Owner:CHINA UNIV OF PETROLEUM (EAST CHINA)

Micro-reaction system and method for continuously preparing 2-methyl-4-amino-5-aminomethylpyrimidine by using same

The invention belongs to the technical field of pharmaceutical engineering, and particularly relates to a micro-reaction system and a method for continuously preparing 2-methyl-4-amino-5-aminomethylpyrimidine by using the micro-reaction system. The method comprises the following steps: modifying a Raney nickel catalyst by using formalin, filling a micro-channel reactor with the modified Raney nickel catalyst; simultaneously conveying hydrogen and a substrate solution containing both 2-methyl-4-amino-5-cyanopyrimidine and an alkaline agent into the micro-reaction system comprising a micro-mixerand the micro-channel reactor which communicate with each other in sequence; and carrying out a continuous catalytic hydrogenation reaction to obtain the 2-methyl-4-amino-5-aminomethylpyrimidine. Compared with the prior art, the method provided by the invention has the advantages that reaction time is only several minutes, the yield of the product 2-methyl-4-amino-5-aminomethylpyrimidine is greater than 99%, a technological process is continuous, an automation degree is high, space-time yield is high, operation is simple and convenient, the separation steps of reaction liquid and a catalyst is not needed, cost is low, and industrial production is easy.
Owner:FUDAN UNIV
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