Abstract: A vehicle configured for container-swapping, includes: a main frame including a pair of drive modules spaced in a forward/backward direction of the vehicle, and a connecting portion extending in the forward/backward direction of the vehicle to connect the pair of drive modules so that a coupling space is formed therebetween; a container module selectively inserted into the coupling space of the main frame; and a coupling portion configured to couple the main frame and the container to each other while the container module is inserted into the coupling space of the main frame, wherein a driving portion operates and moves the main frame so that the container module is inserted into the coupling space of the main frame.

Abstract: An apparatus for predicting a traffic speed and a method thereof are provided. The apparatus includes an input device that receives traffic speed sequences of a plurality of links and a controller that detects a spatio-temporal relationship between traffic speeds of the plurality of links and predicts a future traffic speed of a target link based on the spatio-temporal relationship between the traffic speeds of the plurality of links.

Abstract: Provided is an apparatus for automatically classifying an input sound source according to a preset criterion and are an apparatus and method for automatically classifying a sound source according to a set criterion by using deep learning. The apparatus for classifying a sound source includes a processor and a memory connected to the processor and storing a deep learning algorithm and original sound data, wherein the memory stores program instructions executable by the processor to generate n pieces of image data corresponding to the original sound data according to a preset method, generate training image data corresponding to the original sound data by using the n pieces of image data, train the deep learning algorithm by using the training image data, and classify target sound data according to a preset criterion by using the deep learning algorithm, wherein the n is a natural number greater than or equal to 2.

Abstract: The present invention relates to a Bacillus subtilis JCK-1398 strain (Accession No. KCTC 14084BP) having induced resistance activity in pine trees and various plants, a pesticidal or antibacterial composition comprising same as an active ingredient, a composition for controlling plant diseases or pests, and a control method using same. The Bacillus subtilis JCK-1398 strain of the present invention was experimentally confirmed to have control activity against pests, nematodes, and fungi, which cause various plant diseases, by inducing resistance in a host. Thus, the Bacillus subtilis JCK-1398 strain of the present invention can be effectively used to control related plant diseases and can be spread over a wide area through foliar spraying, and therefore is expected to be able to prevent the spread of pine wilt disease at low cost.

Abstract: A water-filter mounting structure for a refrigerator has a filter receiving section provided below a dispenser that is mounted at a door for selectively opening and closing a storage space and discharges water or ice to the outside. A water filter mounted in the filter receiving section purifies water supplied from a water supplying source. It is possible to minimize reduction in a storage capacity, loss in cold air and damage to the water filter and improve product compatibility.

Abstract: The present invention relates to a water-filter mounting structure for a refrigerator. A water-filter mounting structure for a refrigerator according to the present invention comprises a filter receiving section provided below a dispenser that is mounted at a door for selectively opening and closing a storage space and discharges water or ice to the outside; and a water filter mounted in the filter receiving section to purify water supplied from a water supplying source. According to the present invention, there are advantages in that it is possible to minimize reduction in a storage capacity, loss in cold air and damage to the water filter and to improve product compatibility.

Abstract: In a refrigerator using a evaporator, and particularly in an apparatus and a method for controlling a refrigerating cycle of a refrigerator which is capable of easily switching a three-way stepping motor valve, by adjusting a flow of a refrigerant in a refrigerating cycle by using a three-way stepping motor valve, noise occurred in the conventional valve switching can be reduced, a power consumption of a three-way stepping motor valve can be reduced.

Abstract: In a refrigerator using a evaporator, and particularly in an apparatus and a method for controlling a refrigerating cycle of a refrigerator which is capable of easily switching a three-way stepping motor valve, by adjusting a flow of a refrigerant in a refrigerating cycle by using a three-way stepping motor valve, noise occurred in the conventional valve switching can be reduced, a power consumption of a three-way stepping motor valve can be reduced.