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40results about How to "Avoid maladaptive" patented technology

Transfer learning technology-based facial expression recognition method

The invention discloses a transfer learning technology-based facial expression recognition method. The method includes the following steps that: real-time facial data collection is carried out, facialimages are recognized and intercepted, grayscale processing is performed on the facial images, LBP features are extracted from faces, average faces are compared with each other, so that domains to which each of test samples belong are determined, whether a corresponding transfer model exists in a model library is checked, if the transfer model exists in the model library, an image file is inputted into the model for prediction, otherwise, other steps are further executed; and a transfer learning method for source domain sample sampling is adopted to perform model training and prediction, under a condition samples of a target domain are insufficient, the small number of the samples of the target domain are adopted to guide the source domain sample sampling, if relevant data samples are correctly judged, new samples are marked, and source domain data retained by sampling and target domain data together participate in the next round of the training of a supervised machine learning model,and the newly trained model can be used to predict facial expression categories in the target domain in the future. The method has high recognition accuracy in cross-domain facial expression classification in real environments.
Owner:YUNNAN UNIV

Reinforcement method of TRC for improving anti-seismic performance of multi-piece brick masonry wall

The invention discloses a reinforcement method of TRC for improving an anti-seismic performance of multi-piece brick masonry wall, and belongs to the technical field of repair, reinforcement and construction of masonry walls. The reinforcement method comprises the steps that a plurality of penetrating circular holes are drilled in the wall to be reinforced, and fiber reinforced plastic (FRP) rib anchor rods are used for penetrating through the circular holes; the surface of the wall to be reinforced is coated with high-performance concrete, a fiber woven net is impregnated with epoxy resin, and the surface of the fiber woven net is coated with the high-performance concrete again; If one layer of fiber woven net can not meet the requirement of wall anti-seismic performance improvement, twoor more layers of fiber woven nets can be laid; and wet water curing is carried out until the high-performance concrete age is reached. According to the reinforcement method of TRC for improving the anti-seismic performance of the multi-piece brick masonry wall, in-plane shear resistance and out-of-plane bending resistance of the multi-piece brick masonry wall are improved, the risk of serious damage or even collapse of a masonry structure in earthquake is reduced, the inadaptability of a masonry material caused by the use of the epoxy resin in FRP reinforcement is avoided, deficiency of low reinforcement efficiency of engineered cementitious composite (ECC) reinforcement is effectively improved, and the integrity of multi-piece brick masonry wall is improved.
Owner:CHINA UNIV OF MINING & TECH

High-yield cultivation method for Fengtang plums

The invention discloses a high-yield cultivation method for Fengtang plums. The method comprises the steps of planting land selection and treatment, seedling selection and transplantation, and fruit tree management. According to the invention, through refined daily management, the environmental nutrition requirements of the growth of the for Fengtang plums are met; green manure is buried in planting holes, and base fertilizer is applied at the same time, so nutrient absorption of plants is facilitated, soil hardening leading to premature senility and continuous cropping obstacles can be avoided, and continuous stable yield and high yield of the plants can be achieved; the photosynthesis, respiration, transpiration and other effects of the plants can be guaranteed through pruning and density control; organic fertilizer is mainly applied in the first 1-2 years; a high-yield period starts in the third year, a proper amount of fertilizer is replaced with nitrogen-phosphorus-potassium fertilizer and a small amount of trace elements, so the nutritional requirements of the plants are met; the form of transition fertilization is adopted, namely, fertilization with organic fertilizer as dominant fertilizer is gradually changed until the dominant fertilizer is replaced with a part of the nitrogen-phosphorus-potassium compound fertilizer and a proper amount of trace elements, so fertilizer efficiency and nutritional requirements can be guaranteed, and inadaptability of the plants to fertilizer changing can be avoided; and by applying the organic fertilizer, soil improvement and soil hardening prevention can be achieved, root respiration and nutrient absorption are benefited, and experiments prove that the organic fertilizer can enhance the taste of the plums.
Owner:郑长春

A transcritical CO with precooler 2 Heat pump system and water circuit two-way valve control method

The invention discloses a transcritical CO based on a precooler 2 The heat pump system and the waterway two-way valve control method, the conventional transcritical CO 2 The heat pump system is assisted by a pre-cooler system; the circulating water circuit is divided into two parts in the system through the three-way water diversion valve and the three-way water collection valve, and connected by the two-way water channel regulating valve and the water channel bypass valve; The ambient temperature sensor, evaporator fin temperature sensor and evaporation pressure sensor are used, and the programmable logic controller is used as the core of acquisition, calculation and control. Through the above system configuration and a well-developed joint control method of temperature, pressure and time, transcritical CO 2 The promotion of heat pump systems to the heating field can make up for the impact of high return water temperature on transcritical CO 2 System performance degradation, proper control of units entering and exiting defrost, and addressing transcritical CO 2 The heat pump system stops heating during a relatively long defrosting time, and the average temperature of the circulating water system drops rapidly.
Owner:XI AN JIAOTONG UNIV

Method for constructing drilling fluid formation oil identification plate and drilling oil layer identification method

The invention discloses a method for constructing a drilling fluid formation oil identification plate for drilling oil layer identification and a drilling oil layer identification method. The method for constructing the plate comprises the following steps: adding base oil with different masses into original drilling fluid, and respectively carrying out T1-T2 two-dimensional nuclear magnetic resonance measurement to correspondingly obtain a drilling fluid water signal centroid and a base oil signal centroid; adding formation oil with different masses, densities or viscosities into an original drilling fluid, and respectively carrying out T1-T2 two-dimensional nuclear magnetic resonance measurement to correspondingly obtain a formation oil signal centroid; and projecting the drilling fluid water signal centroid, the base oil signal centroid and the formation oil centroid into a preset rectangular coordinate system in a distinguishable manner, and constructing to obtain a drilling fluid formation oil identification plate. The method overcomes the inadaptability of T2 one-dimensional nuclear magnetic resonance to on-line measurement and an oil-based drilling fluid system, and is simpler to operate, lower in cost, more accurate in identification and wider in application range.
Owner:CHINA PETROLEUM & CHEM CORP +1
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