Abstract: Discloses is a hermetic blower for high-temperature gas, including: a blower unit in which the inside is hermetic so as to prevent an internal working fluid from being leaked to the outside; a motor unit supplying power to the blower unit; and a magnetic coupling unit connecting the blower unit and the motor unit by using a magnetic force.

Abstract: Disclosed is a solid oxide fuel cell power generation system including: a fuel cell module; a blower for supplying a gaseous fuel to the fuel cell module; an air supplier for supplying air to the fuel cell module; and a fuel supplier for supplying the gaseous fuel to the blower. The blower recycles at least a portion of an unreacted gaseous fuel to the fuel cell module.

Abstract: A display apparatus with improved assembility, productivity and quality. The display apparatus includes: a display panel; a rear chassis covering a rear surface of the display panel, and the rear chassis including a coupling protrusion protruding toward the display panel; a reflective sheet including a fixing hole in which the coupling protrusion is inserted, and rested on a front surface of the rear chassis when the coupling protrusion is inserted in the fixing hole; and a substrate coupled to the rear chassis in a front direction of the reflective sheet such that the reflective sheet is prevented from being separated from the rear chassis, wherein a plurality of light sources configured to irradiate light toward the display panel are mounted on the substrate.

Abstract: A method for training a deep learning model according to a disclosed embodiment is performed by a computing device comprising one or more processors and a memory in which one or more programs to be executed by the one or more processors are stored, and the method includes acquiring first training data and extracting training feature vectors from the first training data, classifying the first training data into a plurality of groups based on the extracted training feature vectors, extracting ground-truth feature vectors from ground truths labeled on the first training data, classifying the ground-truth feature vectors into a plurality of groups corresponding to groups of the training feature vectors, calculating group reference information for each group of the ground-truth feature vectors, and setting a quality weight for second training data using the group reference information for each group.

Abstract: Provided are a data processing apparatus and method for merging and processing deterministic knowledge and non-deterministic knowledge. The data processing apparatus and method may efficiently process various real-time and large-scale data to convert the data into knowledge by merging and processing non-deterministic knowledge and also deterministic knowledge perceived by an expert. Thus, it is possible to adaptively operate in accordance with a dynamically changing application service environment by converting a conversion rule for converting collected data generated from an application service system into semantic data, a context awareness rule for perceiving context information from given information, and a user query for searching for knowledge information into knowledge and gradually augmenting the knowledge information in accordance with an application service environment.

Abstract: A workflow engine framework for creating a single-domain adaptive and a cross-domain adaptive workflow performing platform is disclosed. The workflow engine framework includes: a resource management unit configured to manage resources including engine components and workflow property specification components; a system configuration unit configured to create an engine by assembling the property specification components; and a system control unit configured to drive and execute one or more engines. Further the workflow engine framework is allocated to each of two or more different signal domains and forms a cross-domain adaptive workflow engine framework.

Abstract: Discloses is a hermetic blower for high-temperature gas, including: a blower unit in which the inside is hermetic so as to prevent an internal working fluid from being leaked to the outside; a motor unit supplying power to the blower unit; and a magnetic coupling unit connecting the blower unit and the motor unit by using a magnetic force.

Abstract: A method of generating an integrated feature vector according to an embodiment is a method performed in a computing device including one or more processors and a memory for storing one or more programs executed by the one or more processors. The method includes receiving a plurality of images of an object; and generating the integrated feature vector including a feature vector of each of the plurality of images, wherein the plurality of images is generated in a plurality of environments different from each other.

Abstract: The present invention relates to a method of treating cancer by administering allostatine in combination with a chemotherapeutic agent. The combination therapy provides improved therapeutic efficacy for treatment of solid tumors, including pancreatic cancer, colorectal cancer and ovarian cancer. Further provided herein is a pharmaceutical composition for use in the combination therapy.

Abstract: The present invention relates to a method of treating cancer by administering alloferon in combination with a microtubule-stabilizing agent. The combination therapy provides improved therapeutic efficacy for treatment of solid tumors, including pancreatic cancer. Further provided herein includes a pharmaceutical composition for use in the combination therapy.

Abstract: A display apparatus with improved assembility, productivity and quality. The display apparatus includes: a display panel; a rear chassis covering a rear surface of the display panel, and the rear chassis including a coupling protrusion protruding toward the display panel; a reflective sheet including a fixing hole in which the coupling protrusion is inserted, and rested on a front surface of the rear chassis when the coupling protrusion is inserted in the fixing hole; and a substrate coupled to the rear chassis in a front direction of the reflective sheet such that the reflective sheet is prevented from being separated from the rear chassis, wherein a plurality of light sources configured to irradiate light toward the display panel are mounted on the substrate.

Abstract: A workflow engine framework for creating a single-domain adaptive and a cross-domain adaptive workflow engine platform is disclosed. The single-domain adaptive workflow engine framework is allocated to each of two or more different signal domains and forms a cross-domain adaptive workflow engine framework. Here, the single-domain adaptive workflow engine framework includes a resource management unit configured to manage resources including engine components and workflow property specification components; a system configuration unit configured to create an engine by assembling the property specification components; and a system control unit configured to drive and execute one or more engines.

Abstract: Methods and formulations are provided for treating or preventing arthritis, in particular osteoarthritis, where the formulation to be administered to a subject for treating or preventing arthritis comprises carvacrol, curcumin, epigallocatechin-3-gallate and oligomeric procyanidins. The invention provides methods of treating or preventing arthritis, such as osteoarthritis, in a subject in need thereof comprising administering to the subject a formulation or composition comprising carvacrol, curcumin, epigallocatechin-3-gallate and oligomeric procyanidins in an amount effective to treat or prevent arthritis.

Abstract: The present invention relates to a separator for a lithium-sulfur battery having a composite coating layer including polydopamine, and a method for preparing the same, and in particular, to a lithium-sulfur battery suppressing lithium polysulfide elution by using a composite coating layer including polydopamine and a conductive material on one surface of a separator. In the lithium-sulfur battery according to the present invention, a porous structure of polydopamine adsorbs lithium polysulfide eluted from a positive electrode preventing elution and diffusion, and by providing additional electric conductivity, a reaction site of a positive electrode active material is provided, and therefore, battery capacity and life time properties are enhanced.

Abstract: The present invention relates to an electrolyte containing a polydopamine and a lithium-sulfur battery including the same and, more particularly, to a technique in which polydopamine contained in an electrolyte adsorbs a lithium polysulfide eluted from a positive electrode of a lithium-sulfur battery. When using an electrolyte, according to the present invention, to which polydopamine particles are added, the polydopamine particles dispersed in the electrolyte act to adsorb lithium polysulfide eluted from a positive electrode during the charging and discharging, and thus can suppress the diffusion thereof, i.e., suppress a shuttle reaction, thereby improving the capacity and lifetime characteristics of the lithium-sulfur battery.

Abstract: The present invention relates to a separator for a lithium-sulfur battery having a composite coating layer including polydopamine, and a method for preparing the same, and in particular, to a lithium-sulfur battery suppressing lithium polysulfide elution by using a composite coating layer including polydopamine and a conductive material on one surface of a separator. In the lithium-sulfur battery according to the present invention, a porous structure of polydopamine adsorbs lithium polysulfide eluted from a positive electrode preventing elution and diffusion, and by providing additional electric conductivity, a reaction site of a positive electrode active material is provided, and therefore, battery capacity and life time properties are enhanced.

Abstract: Provided are an apparatus and method for detecting an anomaly in a plant pipe using multiple meta-learning. When a multi-sensor data stream about a plant pipe is received, each of a plurality of meta-learning modules for processing different packet section ranges, extracts one or more preset types of features from sensor data of packet section ranges set according to trend from an arbitrary reception time point, generates 2D image features of the features according to multi-sensor-specific times, generates 3D volume features by accumulating the 2D image features in a depth direction according to multiple sensors, and learns the 3D volume features in parallel through multi-sensor-specific learning modules. Results of the learning of the meta-learning modules are aggregated, and it is determined whether there is an anomaly in a plant pipe according to a learning result selected based on an optimal combination of multiple features, multiple sensors, and multiple packet sections.

Abstract: A motor driving apparatus includes a first module on which an inverter circuit configured to supply a driving current to a motor is mounted, a second module on which a control circuit configured to control the inverter circuit is mounted, and a third module on which a power circuit configured to supply direct-current (DC) power to at least one of the inverter circuit and the control circuit. The first module and the second module are attachable to and detachable from the third module.

Abstract: The present invention provides a reception apparatus for receiving data from a transmission apparatus in one direction, and a transmission apparatus for transmitting data with regards to the reception apparatus in one direction. If the reception apparatus detects an error in the received data, the reception apparatus informs the transmission apparatus about the error in the received data by switching over one or more communication lines forming a connection with the transmission apparatus. If the transmission apparatus detects a switchover of the one or more communication lines, the transmission apparatus re-transmits the data in which the error occurred to the reception apparatus. According to the present invention, the occurrence of data errors in one-direction data communication is easily recognized, and the reliability of the one-direction data communication is improved.

Abstract: It is an aspect of the present disclosure to provide a motor driving apparatus, and a method of controlling the same. In accordance with one aspect of the present disclosure, the motor driving apparatus includes an inverter configured to supply driving power to a motor; a sensing unit configured to sense a DC voltage supplied to the inverter and a driving current supplied from the inverter to the motor; and a controller configured to compensate for an iron loss and a copper loss by calculating a loss of the motor based on the sensed DC voltage and driving current and controlling the inverter to adjust the driving current based on the calculated loss of the motor.