239 results about "Batch method" patented technology

A batch processing method for enhancing an appearance of a face located in a digital image, where the image is one of a large number of images that are being processed through a batch process, comprises the steps of: (a) providing a script file that identifies one or more original digital images that have been selected for enhancement, wherein the script file includes an instruction for the location of each original digital image; (b) using the instructions in the script file, acquiring an original digital image containing one or more faces; (c) detecting a location of facial feature points in the one or more faces, said facial feature points including points identifying salient features including one or more of skin, eyes, eyebrows, nose, mouth, and hair; (d) using the location of the facial feature points to segment the face into different regions, said different regions including one or more of skin, eyes, eyebrows, nose, mouth, neck and hair regions; (e) determining one or more facially relevant characteristics of the different regions; (f) based on the facially relevant characteristics of the different regions, selecting one or more enhancement filters each customized especially for a particular region and selecting the default parameters for the enhancement filters; (g) executing the enhancement filters on the particular regions, thereby producing an enhanced digital image from the original digital image; (h) storing the enhanced digital image; and (i) generating an output script file having instructions that indicate one or more operations in one or more of the steps (c)–(f) that have been performed on the enhanced digital image.

The invention relates to methods of improving protein production, e.g., large-scale commercial protein production, e.g., antibody production, utilizing a modified fed-batch cell culture method comprising a cell growth phase and a polypeptide production phase. The modified fed-batch cell culture method combines both cell culture perfusion and fed-batch methods to achieve higher titers of polypeptide products. Because the modified fed-batch cell culture method of the invention produces higher polypeptide product titers than fed-batch culture alone, it will substantially improve commercial-scale protein production. The invention also relates to a perfusion bioreactor apparatus comprising a fresh medium reservoir connected to a bioreactor by a feed pump, a recirculation loop connected to the bioreactor, wherein the recirculation loop comprises a filtration device, e.g., ultrafiltration or microfiltration, and a permeate pump connecting the filtration device to a permeate collection container.

A system and methods for enhancing mass production of algae, diatoms or other photosynthetic organism is described. The system and methods are useful in applications such as energy production, fuels, foods, pharmaceuticals, plastics, and CO₂ fixation. The system and methods involve the use of a submersed rotating pole(s) on which lights are branched out at strategic intervals in order to appropriately increase contact between photosynthetic water-based organisms and light. Rotation can timed so as to disperse light and/or nutrients when the organism is in a receiving mode. A process flow system is also described which can be scaled for the mass production of photosynthetic based organism. This process system makes use of centralized automatable controls and linear or parallel growth tanks. The system can be used for continuous or batch methods of production of bio-mass whose values such as lipids or carbohydrate can be extracted for the production of fuels or other byproducts.

The invention relates to an operation data processing method and system, in particular to an operation data processing method and system based on stream computation and batch computation for a double-engine business analysis system. According to the operation data processing method and system, a stream computation engine (22) is set in a system framework, so that data real-time processing capacity is improved, and a distributed file system (21) and a batch computation engine (24) are integrated based on a data warehouse (23), so that storage and computation of unstructured data and mass data are achieved, big data storage capacity and big data analysis capacity are improved, and the capacity for storing TB-level data and even PB-level data and the capacity for processing big data in a batched mode can be achieved. Meanwhile, due to the fact the data warehouse (23) is adopted for processing structural data, a micro-batch real-time data can be processed with a micro-batch processing method, and thus a real-time data processing mechanism is further perfected.

The invention discloses a gastrointestinal tumor microscopic hyper-spectral image processing method based on a convolutional neural network, comprising the following steps: reducing and de-noising the spectral dimension of an acquired gastrointestinal tissue hyper-spectral training image; constructing a convolutional neural network structure; and inputting obtained hyper-spectral data principal components (namely, a plurality of 2D gray images, which are equivalent to a plurality of feature maps of an input layer) as input images into the constructed convolutional neural network structure using a batch processing method, and by taking a cross entropy function as a loss function and using an error back propagation algorithm, training the parameters in the convolutional neural network and the parameters of a logistic regression layer according to the average loss function in a training batch until the network converges. According to the invention, the dimension of a hyper-spectral image is reduced using a principal component analysis method, enough spectral information and spatial texture information are retained, the complexity of the algorithm is reduced greatly, and the efficiency of the algorithm is improved.

Methods and apparatuses for gently removing embedding media from biological samples at temperatures below the embedding medium melting point with liquid composition using batch methods or automated instruments prior to immunohistochemical (IHC), in situ hybridization (ISH) or other special staining or histochemical or cytochemical manipulations.

The invention provides an electricity consumption data batch high speed processing method and system based on distributed offline technology, and relates to a data batch processing method system. At present, there is a lacking of the high speed mass data storage and calculation model, and not all the types and forms of mass data storage and calculation can be fulfilled. The method comprises the steps of (1) an electricity consumption front sampler sending the sampled electricity consumption data to a Kafka data queue for buffering in a real-time mode, (2) Storm cluster reading the electricity consumption information in the Kafka queue, and storing the information in a real-time mode to a Hbase, (3) Spark extracting the electricity consumption information to be processed from the Hbase, and uploading the information to a Hive data sheet, (4) through Spark conducting the offline operation of related Hive data sheet to acquire the electricity consumption of the current period, and processing related abnormalities. The method combines the advantages of both the Storm and the Spark, enhances the overall processing capacity. From the dynamic migration technology of transaction security node, a transaction security protocol of complete task node migration is proposed. On the foundation of the guarantee of no packet loss, no repetition in the migration process, at the same time the execution efficiency of the migration itself is enhanced, and the system stability is elevated.

The invention discloses an order batching method based on an improved K-Means algorithm, and the method is based on data mining. The method comprises the following steps: 1, conducting vectorization of a data set and obtaining an order set X; 2, obtaining a distance threshold T1 and a distance threshold T2 through a cross-validation method; 3, using a Canopy algorithm to obtain a cluster number K and a center point; 4, using the K and the center point obtained in the previous step and the improved K-Means algorithm to conduct clustering; and 5, after obtaining a final clustering result, sorting orders according to the average arrival time of the orders of each cluster, and obtaining a result of order batching. The method can accurately batch a large number of logistics orders, so that the efficiency of sorting operation is improved and the time taken for the sorting step is reduced.

The invention relates to a low-L value (less than 27) inflaming retarding ABS modified resin and a preparation method thereof. The resin comprises the components with the content (based on parts by weight): 100 parts of ABS resin, 10-25 parts of brominated flame retardant, 20-40 parts of inorganic inflaming retarding master batch, 0.1-0.5 part of anti-dripping agent, 0.2-1 part of antioxidant, 0.1-0.5 part of light stabilizer, 1-3 parts of lubricating agent and 1-4 parts of black master batch. Compared with the prior art, the invention has reasonable technique, overcomes the defect of high L value (namely, low degree of blackness) of the existing inflaming retarding ABS resin, and adopts the novel high-efficiency inflaming retarding synergistic effect technology. The invention leads the resin has higher degree of blackness by reasonably selecting the grain diameter of antimony trioxide, a carbon black lubricating dispersion system and the processing technique of a master batch method on the basis of maintaining the excellent performance of the inflaming retarding ABS resin, and has wide application prospect in the field of the requirement of high degree of blackness.

The invention provides a large data quantity batch processing system which comprises a middleware unit, a first-order cache device and a second-order cache device, wherein the middleware unit is used for sending an information request to the first-order cache device, receiving a second-order paging primary key set from the second-order cache device, and sending a persistence data request to a database after querying to-be-processed data to the database according to the second-order paging primary key set and calculating the to-be-processed data; the first-order cache device is used for querying the primary key set according with the information request to the database, generating a first-order paging primary key set according to the primary key set and returning the first-order paging primary key set to the second-order cache device; and the second-order cache device is used for generating the second-order paging primary key set according to the first-order paging primary key set, and returning the second-order paging primary key set to the middleware unit. The invention further provides a large data quantity batch processing method. According to the technical scheme, the processing speed of mass data of the system can be increased greatly, the processing time of the system is shortened, and the combination property of the system is improved.

The invention discloses a production technology of pure-cotton spunlace non-woven fabric by means of the cold-batch method in the technical field of non-woven fabric production. The production technology of the pure-cotton spunlace non-woven fabric by means of the cold-batch method comprises the following steps that S1, raw cotton is subjected to impurity cleaning and opening; S2, card web forming is conducted; S3, spunlace is conducted; S4, immersion and press-rolling are conducted; S5, primary batching is conducted; S6, stacking is conducted at normal temperature; S7, washing is conducted with water; S8, drying is conducted; S9, a finished product is obtained through batching. The process method that the pure-cotton spunlace non-woven fabric obtained after spunlace are directly subjected to cold-batch is adopted, on high temperature or high pressure is needed in the degreasing process, and the pure-cotton spunlace non-woven fabric is degreased at normal temperature; degreasing compositions and the pure-cotton non-woven fabric are combined in the immersion process, and the degreasing aim can be achieve through stacking at normal temperature under the action of the degreasing compositions. The inevitable requirement of a pre-degreasing technology for secondary drying and the inevitable requirement of a post-degreasing technology for high temperature and high pressure are met, energy saving is achieved, and the suitability and interactivity of the production environment are improved.

The invention relates to a method for treating sewage and a device thereof.The method for treating the sewage by integrative sequencing batch botanical bench-scale dynamic membrane is characterized in that the method comprises the following steps: (1) preparation of the device comprises the processes that: a separation bucket is arranged in cavity of a membrane bioreactor; the botanical bench-scale dynamic membrane is arranged in a dynamic membrane filter room which is between a fixed support of the up and under dynamic membrane; (2) sludge is poured into the cavity of the membrane bioreactor to a height of 45 percent to 50 percent of the height of the cavity from an entrance which is on the top of the separation bucket; (3) an outlet valve on a water pipe is closed, and then the sewage is poured into the cavity of the membrane bioreactor to a height of 90 percent to 98 percent of the height of the cavity from the entrance which is on the top of the separation bucket through a sewage inlet pipe; (4) after stirred for 2.0 to 4.0h, aeration is injected into the membrane bioreactor and stirring is kept for 2.0 to 4.0h; (5) after stopping stirring for 1.0 to 2.0h, the outlet valve on the outlet pipe is opened to drain water and aeration supply is stopped; (6) steps (3) to (5) are repeated to carry out the sequencing batch sewage treatment.The invention is characterized by good sewage treatment effect.

The present invention relates to a process for preparing full-dull polyester fibres related to the field of production of synthetic fiber. Common semi-dull or optical polyester chip is selected as main raw materials for production, a composite spinning module of core-skin type or island -type is adopted to perform a melt spinning, the raw material slicers are split into two or more components, full-dull master batches are added only to one of the components during feeding, then conventional manufacturing technique of POY and DTY is utilized to work out full-dull polyester fibres. Said process not only reduces greatly the fabricating cost of full-dull polyester fibres due to that the absolute adding amount of master batch is substantially reduced; but also can effectively overcome spinning technological difficult problems in traditional master batch method, prolong the service lifetime of the prefilter and the spinning module. Therefore, without great reconstruction, the existent composite spinning production chain can be used for exploitation and production of full-dull polyester fibres and satisfies the higher requests of top grade loomages for lustrous surface improvement.

Embodiments of the present invention disclose a batch processing method and apparatus. The method comprises: a task sequence is configured in advance, thereby making a dependence relationship among tasks clear and operation easy and convenient; and moreover, the task inside is flexibly configured according to a dependence sequence executed before and after steps, and data dividing is performed by using a batch processing parameter, so that the purpose of configurable tasks and task sequence is achieved, the modification flexibility of the batch processing method is improved, the later maintenance is simplified, and the modification workload is reduced.

A method of oxygen-free heat treatment of a steel part in an atmospheric pressure furnace is disclosed. The present batch treatment process employs an oxygen-free controlled gas atmosphere including hydrogen gas in concentrations between about 1.0 percent to 10.0 percent, a hydrocarbon gas, such as propylene, in concentrations of between about 0.1 percent and 10.0 percent that varies as a function of time, with the balance of the gas atmosphere being nitrogen. The present continuous furnace treatment process employs a plurality of zones with each zone including an oxygen-free controlled gas atmosphere including hydrogen gas in concentrations between about 1.0 percent to 10.0 percent that varies across the different zones, a hydrocarbon gas, such as propylene, in concentrations of between about 0.1 percent and 10.0 percent that varies across the different zones, with the balance of the gas atmosphere within each zone being nitrogen. The presently disclosed oxygen-free heat treatment processes, preferably carburization processes, use a precisely controlled atmosphere to minimize inter-granular oxidation, eliminate the formation of soot and cementite or other metallic carbides, and avoid hydrogen embrittlement.

A substrate processing apparatus and method which employs the so-called batch processing method of processing a plurality of substrates simultaneously, thereby increasing the throughput, and which can carry out processing, such as electroless plating, stably and securely with a relatively simple apparatus. The substrate processing apparatus includes: a processing bath (14) for holding a processing liquid (12); and a substrate holder (16) which is vertically movable relative to the processing bath (14) and which includes a plurality of substrate holding portions (40) for holding a plurality of substrates (W) in parallel. Each substrate holding portion (40) has a substrate stage (48) and a substrate presser (54), which can move close to or away from each other and can grip therebetween a peripheral portion of a substrate to thereby hold the substrate with its back surface sealed, and has a heating medium flow passage (62) for passing a heating medium therethrough so as to regulate the temperature of the substrate holding portion (40).

Disclosed embodiments demonstrate batch processing methods for producing optical windows for micro-devices. The windows protect the active elements of the micro-device from contaminants, while allowing light to pass into and out of the hermetically sealed micro-device package. Windows may be batch produced, reducing the cost of production, by fusing multiple metal frames to a single sheet of glass. In order to allow windows to be welded atop packages, disclosed embodiments keep a lip of metal without any glass after the metal frames are fused to the sheet of glass. Several techniques may accomplish this goal, including grinding grooves in the glass to provide a gap that prevents fusion of the glass to the metal frames along the outside edges in order to form a lip. The disclosed batch processing techniques may allow for more efficient window production, taking advantage of the economy of scale.

The invention relates to the technical field of computer virtualization service and discloses a data batch processing method and device based on cluster computing, an electronic device and a medium. The data batch processing method based on cluster computing comprises the following steps of: obtaining data to be processed in batch; sending each data to be processed in the obtained batch of data tobe processed to a corresponding cache server according to a preset distribution rule, so that each cache server performs parallel processing on the batch of data to be processed; receiving data processing results returned by each cache service. According to the method of an embodiment of that present application, as that cache server carry out parallel processing on the batch of data to be processed, not only the use efficiency of the cache server is improve, but also the data processing response speed under the condition of large batch of data is greatly improved, the problem of response delay caused by processing the batch of data by the central server is effectively avoided, and the user experience is greatly improved.

The invention discloses a multiterm operation batching method based on a mobile terminal. The multiterm operation batching method based on a mobile terminal comprises the following steps that (1) a recording function is started; (2) an operation sequence is generated by recording operation terms of users in sequence and batching files are generated according to operation sequence; (3) an analyzing function is started; (4) the batching files are analyzed to obtain the operation sequence; (5) operation terms in the operation sequence are executed in sequence to achieve a application function. Compared with the prior art, the multiterm operation batching method based on the mobile terminal achieves the batching of the mobile terminal multiterm and simplifies operation steps of the mobile terminal application function. The multiterm operation batching method based on the mobile terminal is used conveniently by users. The invention further discloses a mobile terminal at the same time, wherein the mobile terminal has a multiterm operation batching function.

A batching method for banking up a large-scale blast furnace comprises the following steps: adding manganese ore within 72 hours before damping-down and banking-up of the blast furnace; charging materials layer by layer within 6-8 hours before damping-down, wherein a hearth, a bosh and all parts above a furnace stack are full of the materials respectively at the time of damping-down; opening a tap hole 65-70 minutes before all the damping-down and banking-up materials are charged, discharging all iron slag so that the whole furnace is filled with the banking-up materials, and performing damping-down and banking-up. According to the method, under the premise of guaranteeing the total coke ratio, the slag-coke ratio, the furnace slag alkalinity, the furnace slag Al2O3 and MgO content and the like of blow-in burden, the Al2O3 weight concentration in furnace slag is controlled below 14.5, the reducibility is good, powder in materials entering the furnace is reduced, the air permeability is improved, and the furnace condition is stable, so that blowing-in after damping-down is facilitated.

A batch processing method for fabrication of diffractive optics is disclosed, having applicability to high resolution ultra-high aspect ratio Fresnel Zone Plates for focusing of X-rays or gamma-rays having energies up to hundreds of keV. An array of precursor forms comprising columns is etched into a planar substrate. After sidewall smoothing, a nanolaminate, comprising a sequence of alternating layers of different complex refractive index, is deposited on the sidewall of each column by atomic layer deposition (ALD), to define a specified diffractive line pattern around each column, to form a binary or higher order diffractive optic. After front surface planarization and thinning of the substrate to expose first and second surfaces of the diffractive line pattern of each diffractive optic, the height h in the propagation direction provides a designed absorption difference and/or phase shift difference between adjacent diffractive lines. Optionally, post-processing enhances mechanical, thermal, electrical and optical properties.

This invention discloses a biodegradable resin composition, which comprises starch, polyol, ethylene-acrylate copolymer, salt additive, polyolefin resin and copolymer of olefin and unsaturated alcohol carboxylate. The composition can be prepared by direct method or master batch method. The composition can be used to produce blow-molded products, press-molded products, injection-molded products and foam products. The products have good heat-sealing performance, good heat resistance and high biodegradability.