Abstract: The invention provides a non-contact indoor thermal environment control system and a method based on reinforcement learning, which adopts a non-contact measurement mode to collect the video information of indoor personnel and judge the hot/cold state of the personnel through the processing of the video information. It can reduce the intrusiveness caused by the use of measuring equipment. At the same time, the invention adopts the reinforcement learning method to train and obtain the optimal thermal environment control strategy according to the environmental information, the hot and cold state of the personnel and the previous regulation strategy, which not only considers the difference of individual thermal comfort, but also satisfies the dynamic thermal comfort of personnel, improves the regulation efficiency of indoor thermal environment. At the same time, it can reduce the energy consumption of HVAC, achieve a sustainable state of energy saving and environmental protection.

Abstract: The present invention generally pertains to methods of identifying sequence variants in a protein of interest. In particular, the present invention pertains to the use of heavy peptide standards with liquid chromatography-mass spectrometry analysis to specifically identify sequence variants of a protein of interest.

Abstract: The present disclosure discloses a gradient single-crystal positive electrode material, which has a chemical formula of LiNixCoyA1-x-yO2@mLiaZbOc, wherein 0<x<1, 0<y<1, 0<x+y<1, 0<m<0.05, 0.3<a?10, 1?b<4, and 1?c<15, A is at least one of Mn, Zr, Sr, Ba, W, Ti, Al, Mg, Y, and Nb, and Z is at least one of B, Al, Co, W, Ti, Zr, and Si. The atomic ratio of the content of Co on the surface of the single-crystal positive electrode material particle to the content of Ni+Co+A on the surface is greater than 0.4 and less than 0.8, and the atomic ratio of Co at a depth 10% of the radius from the surface of the single crystal positive electrode material particle is not less than 0.3; and the single-crystal positive electrode material particle has a roundness of greater than 0.4, and is free from sharp corners.

Abstract: The invention relates to an unmanned inspection system and method for HVAC room based on artificial intelligence, which comprises a patrol robot, a motion unit, a mechanical room inspection unit, a fault diagnosis unit, a fault alarm unit and a terminal report unit. The motion unit is used to realize the automatic driving. The mechanical room inspection unit is used to detect the environmental information and the running status of the equipment in the HVAC room. The fault diagnosis unit is used to receive the environmental information and equipment running status and compare the received information with the preset conditions. According to the comparison results, it is judged whether there is a fault. If there is a fault, the fault alarm unit alert the fault information. The invention can realize unmanned automatic inspection, lighten the workload of personnel, and improve the efficiency and accuracy of patrol work.

Abstract: A connectivity detection session creation method, a network device, and a system, to create a connectivity detection session in an EVPN. The method includes: receiving, by the first network device, a creation message of a connectivity detection session from the second network device, where the creation message of the connectivity detection session carries an inclusive multicast route of the second network device and session information of the second network device; determining, by the first network device, that a local inclusive multicast routing table includes the inclusive multicast route of the second network device; and creating, by the first network device, the connectivity detection session with the second network device based on the session information of the second network device.

Abstract: The invention discloses a spray cooling fan control system and method based on computer vision technology. The data acquisition system monitors person thermal comfort through various non-contact measurement methods, which improves the accuracy and instantaneity and achieves human thermal comfort and energy saving. The information processing system adjusts the air and spray volume based on human skin temperature and thermal sensation and plans the mobile path. The mobile control system moves the spray cooling fan to the optimal location so that the mobility and flexibility are enhanced. The intelligent voice interaction system and the end control system control the opening of the fan intelligently and humanely so that people become the main subject which controls the environmental temperature optimization equipment. Consequently, the invention cools person precisely and meets the thermal environment control and personnel thermal needs quickly.

Abstract: Sunshading louver control system and method based on gesture recognition are provided. Indoor images are collected in real time. Based on the indoor images, an action region of gesture motion is positioned and feature extraction is performed thereon to obtain hand motion parameters. The hand motion parameters are analyzed to obtain gesture information. The gesture information is compared with preset gesture information. When the preset gesture information contains the gesture information, corresponding adjustment is performed on a sunshading louver according to a preset operation logic corresponding to the gesture information. When the preset gesture information does not contain the gesture information, the gesture information is determined to be invalid.

Abstract: Sunshading louver control system and method based on gesture recognition are provided. Indoor images are collected in real time. Based on the indoor images, an action region of gesture motion is positioned and feature extraction is performed thereon to obtain hand motion parameters. The hand motion parameters are analyzed to obtain gesture information. The gesture information is compared with preset gesture information. When the preset gesture information contains the gesture information, corresponding adjustment is performed on a sunshading louver according to a preset operation logic corresponding to the gesture information. When the preset gesture information does not contain the gesture information, the gesture information is determined to be invalid.

Abstract: The present invention provides an edible blended vegetable oil for reducing blood lipids and cholesterol. The trace elements in the edible blended vegetable oil include 15-300 mg/kg of polyphenols, 290-1700 mg/kg of ?-sitosterol, 260-1500 mg/kg of campesterol, 150-1000 mg/kg of stigmasterol, 140-600 mg/kg of squalene, 50-160 mg/kg of parkerol, 40-120 mg/kg of ?-tocotrienol. The prepared edible blended vegetable oil of the present invention can achieve the effect of reducing blood lipids and cholesterol through a synergistic effect within the trace elements and a reasonable ratio within fatty acids. It is suitable for people with different health needs and has a broad market prospect and application value.

Abstract: A control system and a control method of refrigeration in a closed space based on computer vision are provided. An image of a food, temperature and humidity information in the closed space are collected, and a type of the food is identified according to the image. The image is processed through Euler video amplification when food is not packaged to obtain surface color distribution information of the food, a state of the food is determined according to the surface color distribution information and a historical learning result, and a state prompt corresponding to the state of the food is provided to a user. Temperature and humidity in the closed space are regulated according to the state of the food. The state of the food is determined according to storage time and a known quality guarantee period when the food is packaged, and another state prompt is provided to the user.

Abstract: The present invention provides use of a multi-target protein kinase inhibitor compound A or a pharmaceutically acceptable salt thereof in the manufacture of a medicament for treating leukemia, and provides a method for treating acute myeloid leukemia, especially acute myeloid leukemia with FLT3 mutation, with compound A. In clinical trials, compound A has certain efficacies both on acute myeloid leukemia with FLT3-ITD mutation and/or FLT3-TKD mutation, and on DEK-CAN positive acute myeloid leukemia with FLT3-ITD mutation. Patients with relapsed and/or refractory acute myeloid leukemia who have failed treatment previously with Type II FLT3 inhibitors (e.g., sorafenib) can still clinically benefit from the treatment with compound A.

Abstract: A method for designing a power network is provided and includes: initializing via widths and power-trace widths; determining whether utilization rates of first, second and third routing tracks are respectively equal to first, second and third values; when said utilization rate of said first routing tracks is not equal to said first value, adjusting said distance between first and second power traces until said utilization rate thereof is equal to said first value; when said utilization rate of said second routing tracks is not equal to said second value, adjusting said distance between third and fourth power traces until said utilization rate thereof is equal to said second value; and when said utilization rate of said third routing tracks is not equal to said third value, adjusting said distance between fifth and sixth power traces until said utilization rate thereof is equal to said third value.

Abstract: A method for designing a power network is provided and includes: initializing via widths and power-trace widths; determining whether utilization rates of first, second and third routing tracks are respectively equal to first, second and third values; when said utilization rate of said first routing tracks is not equal to said first value, adjusting said distance between first and second power traces until said utilization rate thereof is equal to said first value; when said utilization rate of said second routing tracks is not equal to said second value, adjusting said distance between third and fourth power traces until said utilization rate thereof is equal to said second value; and when said utilization rate of said third routing tracks is not equal to said third value, adjusting said distance between fifth and sixth power traces until said utilization rate thereof is equal to said third value.

Abstract: The present invention provides an edible blended vegetable oil for reducing blood lipids and cholesterol. The trace elements in the edible blended vegetable oil include 15-300 mg/kg of polyphenols, 290-1700 mg/kg of ?-sitosterol, 260-1500 mg/kg of campesterol, 150-1000 mg/kg of stigmasterol, 140-600 mg/kg of squalene, 50-160 mg/kg of parkerol, 40-120 mg/kg of ?-tocotrienol. The prepared edible blended vegetable oil of the present invention can achieve the effect of reducing blood lipids and cholesterol through a synergistic effect within the trace elements and a reasonable ratio within fatty acids. It is suitable for people with different health needs and has a broad market prospect and application value.

Abstract: A connectivity detection session creation method, a network device, and a system, to create a connectivity detection session in an EVPN. The method includes: receiving, by the first network device, a creation message of a connectivity detection session from the second network device, where the creation message of the connectivity detection session carries an inclusive multicast route of the second network device and session information of the second network device; determining, by the first network device, that a local inclusive multicast routing table includes the inclusive multicast route of the second network device; and creating, by the first network device, the connectivity detection session with the second network device based on the session information of the second network device.

Abstract: A method for predicting an operation parameter of an integrated circuit includes the following steps. A plurality of cells used by the integrated circuit are provided. A voltage-frequency sweep test is performed on each of cells through a test model to generate a plurality of parameters, wherein the parameters correspond to a voltage value. A lookup table is established according to the parameters. A timing signoff corresponding to the integrated circuit is obtained. A timing analysis is performed on a plurality of timing paths of the integrated circuit according to the timing signoff and the parameters of the lookup table to obtain a critical timing path, and the operation parameter of the integrated circuit is predicted according to the critical timing path.

Abstract: A method for predicting an operation parameter of an integrated circuit includes the following steps. A plurality of cells used by the integrated circuit are provided. A voltage-frequency sweep test is performed on each of cells through a test model to generate a plurality of parameters, wherein the parameters correspond to a voltage value. A lookup table is established according to the parameters. A timing signoff corresponding to the integrated circuit is obtained. A timing analysis is performed on a plurality of timing paths of the integrated circuit according to the timing signoff and the parameters of the lookup table to obtain a critical timing path, and the operation parameter of the integrated circuit is predicted according to the critical timing path.

Abstract: The present disclosure provides a method for cleaning a lanthanum gallium silicate wafer which comprises the following steps: at a step of 1, a cleaning solution constituted of phosphorous acid, hydrogen peroxide and deionized water is utilized to clean the lanthanum gallium silicate wafer with a megahertz sound wave; at a step of 2, the cleaned lanthanum gallium silicate wafer is rinsed and dried by spinning; at a step of 3, a cleaning solution constituted of ammonia, hydrogen peroxide and deionized water is utilized to clean the lanthanum gallium silicate wafer with the megahertz sound wave; at a step of 4, the cleaned lanthanum gallium silicate wafer is rinsed and dried by spinning; and at a step of 5, the rinsed and dried wafer is placed in an oven to be baked.

Abstract: A POSS-based non-isocyanate polyurethane modified poly(propylene carbonate) and a method of making are described. The POSS-based non-isocyanate polyurethane modified poly(propylene carbonate) includes a poly(propylene carbonate) and 1 to 20 wt % of a POSS-based non-isocyanate polyurethane. The method includes subjecting a POSS-based epoxy compound to a cycloaddition reaction with CO2 to obtain a POSS-based cyclic carbonate under an action of a catalyst, and subjecting the POSS-based cyclic carbonate to a ring-opening reaction with a monoamino compound to obtain the POSS-based non-isocyanate polyurethane. Polyurethane bonds and hydroxyl in the POSS-based non-isocyanate polyurethane serve as proton donors and forms a high-density of hydrogen bonds with carbonate units of the poly(propylene carbonate), enhancing the compatibility of the POSS-based non-isocyanate polyurethane with the poly(propylene carbonate).