Abstract: Disclosed herein is a catalyst for an upgrading reaction of biomass pyrolysis oil, a method for preparing the same, and a method for upgrading biomass pyrolysis oil using the same. The catalyst is a composite inorganic oxide, and the composite inorganic oxide includes lanthanum, nickel, titanium, and cerium. When a metal catalyst supported on carbon is used as a catalyst for a first step reaction, by using the catalyst as a catalyst for a second step reaction, the efficiency of the upgrading reaction of bio-oil is increased and a continuous reaction is possible without clogging of a continuous reactor.

Abstract: An assembly for mounting an electronic device, includes: a base, a mounting support for mounting the electronic device, and an arm connecting the base and the mounting support, wherein the arm includes: a front locker configured to be coupled to a joint of the mounting support; a rear locker configured to be coupled to the base; a pusher having a front inclined surface in contact with the front locker and a rear inclined surface in contact with the rear locker; and a housing accommodating the front locker, the rear locker, and the pusher.

Abstract: Disclosed herein are a catalyst for hydrocracking reaction of high molecular weight components in bio-oil, a method for preparing the same and a method for bio-oil upgrading using the same. The catalyst includes a zeolite carrier; and at least one metal selected from the group consisting of nickel (Ni), ruthenium (Ru) and cerium (Ce) supported on the carrier. The catalyst promotes the hydrocracking of high molecular weight compounds contained in the bio-oil, but also inhibits the polymerization reaction of the decomposed product, thereby more effectively enhancing the hydrocracking reaction of the bio-oil.

Abstract: A dishwasher having a structure to prevent deformation of an accommodating container includes a main body, a tub provided inside the main body and including an opening, a door provided to open and close the opening of the tub, a guide rail mounted on an inner wall of the tub, an accommodating container provided to accommodate tableware and be movable along the guide rail, and including a front portion facing the opening and a rear portion, at least one roller rotatably mounted on the rear portion of the accommodating container so that the accommodating container is movable along the guide rail, and a support holder formed on the front portion of the accommodating container to be supported on at least one of the guide rail and the inner wall of the tub.

Abstract: A method of reinforcement learning of a neural network device for generating a verification vector for verifying a circuit design comprising a circuit block includes inputting a test vector to the circuit block, generating one or more rewards based on a coverage corresponding to the test vector, the coverage being determined based on a state transition of the circuit block based on the test vector, and applying the one or more rewards to a reinforcement learning.

Abstract: A belt includes a rubber core covered with a cover fabric including conductivity filaments oriented in warp and weft yarn directions. The method of preparing the belt comprises (i) preparing a cover fabric by orienting conductivity filaments in warp and weft yarn directions, and (ii) covering the cover fabric on a rubber core. The belt is environment-friendly because carbon black, which may produce environmentally hazardous substances, is excluded from the belt. The conductivity filaments are oriented in canvas of the belt with a predetermined interval, so that electrical conductivity can be represented on the entire surface of the belt.