Abstract: A method and an apparatus for exclusive reinforcement learning are provided, comprising: collecting information of states of an environment through the communication interface and performing a statistical analysis on the states using the collected information; determining a first state value of a first state among the states in a training phase and a second state value of a second state among the states in an inference phase based on analysis results of the statistical analysis; performing reinforcement learning by using one reinforcement learning unit of a plurality of reinforcement learning unit which performs reinforcement learnings from different perspectives according to the first state value; and selecting one of actions determined by the plurality of reinforcement learning unit based on the second state value and applying selected action to the environment.

Abstract: An apparatus and method for abnormal situation detection are disclosed. An abnormal situation detection apparatus can map first sensor data among sensor data transmitted from a plurality of sensors into a vector value, convert it into first situation information in the form of an image pattern, and generate a learning model using the first situation information and an abnormal situation reference range. In addition, the abnormal situation detection apparatus can convert second sensor data among sensor data transmitted from a plurality of sensors into a form that can be input to the learning model, and determine whether an abnormal situation occurs by applying the converted second data to the learning model.

Abstract: An optical fiber connection apparatus is disclosed, including a first housing having first receptacle portion receiving and fixating first optical fiber bundle connecting to first optical module on the outside, and a first lens member changing shape or direction of optical signal received from the first optical module and transmitting changed optical signal to the outside or changing shape or direction of optical signal received from the outside and thereby transmitting changed optical signal to the first optical module, and further including a second housing having second receptacle portion receiving and fixating a second optical fiber bundle connecting to a second optical module on the outside, and a second lens member changing shape or direction of optical signal received from the second optical module and thereby transmitting changed optical signal or changing shape or direction of optical signal received from the outside and thereby transmitting changed optical signal to the second optical module.

Abstract: An optical module using an optical assembly for optical transmission and reception is disclosed. At least one embodiment of the present disclosure provides an optical module which can improve the productivity by enabling efficient optical alignment and optical coupling between optical devices and optical fibers in an optical transmission-reception module using a plurality of optical fibers while increasing the data transfer rate per unit module.

Abstract: A method and an apparatus for urban infrastructure management using IoT. The method includes receiving sensing data from a plurality of IoT devices installed in the urban infrastructures; determining health states of the urban infrastructures or predicting occurrence of a disaster based on the received sensing data; and transmitting a warning message according to the predicted disaster occurrence to outside. Thus, the urban infrastructures can be managed efficiently, and the disaster occurrence can be predicted accurately.

Abstract: An active optical cable is disclosed. According to the present disclosure, there is provided an active optical cable, having no complicated structure by obviating the need for a separate monitoring photodetector as was used for a typical optical transceiver, increasing light output-current linearity to improve optical coupling efficiency, generating a library of transmission/reception-related electro-optical characteristics of both optical modules so as to enable light outputted from a light source included in an optical transmitter to maintain high linearity over a wide range of temperatures, thereby reducing power consumption, and being applicable to a multi-level PAM technique involving at least four (4) levels.

Abstract: An active optical cable (AOC) is disclosed. According to the present disclosure, an AOC, when connected to a network equipment, generates, changes or deletes and then transmits new information necessary for the a network equipment to recognize and operate the AOC itself, and thereby enabling a data center provided with the AOC and the network equipment to perform data communication smoothly without failure.

Abstract: An active optical cable is disclosed. According to the present disclosure, there is provided an active optical cable, characterized by: having no complicated structure by obviating the need for a separate monitoring photodetector as was used for a typical optical transceiver, increasing light output-current linearity to improve optical coupling efficiency, generating a library of transmission/reception-related electro-optical characteristics of both optical modules so as to enable light outputted from a light source included in an optical transmitter to maintain high linearity over a wide range of temperatures, thereby reducing power consumption, and being applicable to a multi-level PAM technique involving at least four (4) levels.

Abstract: The disclosed technology generally relates to a tire, and more particularly to a non-pneumatic tire that has handling performance similar to a pneumatic tire, supports the load of a vehicle and improves riding comfort by employing a parametric structure. In one aspect, a non-pneumatic tire includes a tread that comes in contact with the ground, a rim that is connected with an axle, and a spoke unit that functions as a structural support between the rim and the tread, in which the spoke unit is formed by circularly arranging spokes. The spokes have a single closed-loop longitudinal cross-section circumscribed to the rim and around the center of the tire.

Abstract: The disclosed technology generally relates to a tire and more particularly to a non-pneumatic tire. The non-pneumatic tire that has maneuverability similar to a pneumatic tire even without using air pressure, and can support the load of a vehicle and can guide performance-oriented tire deformation behavior by using a meta structure. In an aspect, a non-pneumatic tire includes a tread that comes in contact with the ground, a rim that is connected with an axle, and a spoke unit that serves as a structural support between the rim and the tread, in which the spoke unit is formed in a meta structure in which unit structures are repeated.

Abstract: The present invention relates to a drying apparatus for drying a canister configured to transport and store spent nuclear fuels, a control method thereof, and a radiation shielding geometry for a radiation dosimeter configured to measure a radiation dose rate. An object of the present invention is to prevent a drying apparatus from being contaminated even in case of a damaged canister loaded with a spent nuclear fuel, by providing a non-contaminated circulation system and a contaminated circulation system, to easily assemble the drying apparatus to have a proper thickness depending upon a radiation dose rate, and to prevent a facility pipeline from being under stress by providing a radiation shielding geometry for a radiation dosimeter for measuring a radiation dose rate.

Abstract: A method and an apparatus for urban infrastructure management using IoT. The method includes receiving sensing data from a plurality of IoT devices installed in the urban infrastructures; determining health states of the urban infrastructures or predicting occurrence of a disaster based on the received sensing data; and transmitting a warning message according to the predicted disaster occurrence to outside. Thus, the urban infrastructures can be managed efficiently, and the disaster occurrence can be predicted accurately.

Abstract: Provided are a braille actuator and a braille outputting device using the same. The braille actuator includes an electromagnet, a rotation member, and a braille protrusion. With this configuration, the actuator applies a current to the electromagnet to allow the electromagnet to exert a repulsive force or attractive force on the permanent magnet of the rotation member, so that the rotation member is rotated, and due to the rotation of the rotation member, the upper surface of the rotation member allows the lower surface of the braille protrusion to be moved upward, and the braille protrusion is protruded. After that, even though the supplying of the current to the electromagnet is blocked, the braille protrusion is supported by the rotation member, and thus, the output state is maintained, so that it is possible to greatly reduce power consumption for output of braille.

Abstract: Embodiments of the present disclosure provide an optical assembly for high speed optical communications by combining a cover assembly including a lens and a cover post with a body assembly including a lens, reflection prism and body hole, which takes only a few passive optical alignments for providing aligned optical elements that have required multiple complex and sophisticated processes.

Abstract: A dummy gate electrode layer and a dummy gate mask layer may be formed on a substrate. The dummy gate mask layer may be patterned to form a dummy gate mask so that a portion of the dummy gate electrode layer is exposed. Ions may be implanted into the exposed portion of the dummy gate electrode layer and a portion of the dummy gate electrode layer adjacent thereto by an angled ion implantation to form a growth blocking layer in the dummy gate electrode layer. The dummy gate electrode layer may be etched using the dummy gate mask as an etching mask to form a dummy gate electrode. A spacer may be formed on side surfaces of a dummy gate structure including the dummy gate electrode and the dummy gate mask. An SEG process may be performed to form an epitaxial layer.

Abstract: Embodiments according to the present disclosure relate to an optical transmitting device and an optical receiving device which can minimize the alignment error between the light source and the photodetector on the substrate, miniaturize the devices, and require no separate guide member reducing manufacturing costs, while satisfying the design requirements for sub-miniaturization, and performing optical transmission and reception more efficiently.

Abstract: Embodiments according to the present disclosure relate to an optical transmitting device and an optical receiving device which can minimize the alignment error between the light source and the photodetector on the substrate, miniaturize the devices, and require no separate guide member reducing manufacturing costs, while satisfying the design requirements for sub-miniaturization, and performing optical transmission and reception more efficiently.

Abstract: A method for operating an electronic device is provided. The method includes receiving information from outside of the electronic device, identifying blocking configuration information on the received information, determining a method for blocking the received information according to the blocking configuration information, and blocking the received information based on the determined blocking method.

Abstract: Chalcogenidometallates of group IIB, IV and V elements and, particularly, alkali metal-containing chalcogenidometallates of cadmium, lead and bismuth are provided. Also provided are methods of using the chalcogenidometallates as molecular solders to form metal chalcogenide structures, including thin films, molded objects and bonded surfaces composed of metal chalcogenides.

Abstract: Embodiments according to the present disclosure relate to an optical transmitting device and an optical receiving device which can minimize the alignment error between the light source and the photodetector on the substrate, miniaturize the devices, and require no separate guide member reducing manufacturing costs, while satisfying the design requirements for sub-miniaturization, and performing optical transmission and reception more efficiently.