Abstract:
This application relates to a magnetic field sensing-based noncontact button apparatus, an elevator control panel, and an operating method thereof. In one aspect, the operating method includes collecting a magnetic field sensor value corresponding to each of a plurality of buttons based on an action of a user for button manipulation. The method also includes assigning a weight value, used for activating a button, to a Z-axis value of the magnetic field sensor value corresponding to a button input direction of the user for each button and collecting number of uses of each button. The method further includes adjusting a variation width of a weight function based on the Z-axis value based on the number of uses of each button to construct a surface data set corresponding to each button, and setting the surface data set to learning data to learn an algorithm for activating the button.
Abstract:
Direct mapping method and system for converting MODBUS data into IEC61850 data based on machine learning are provided. The data direct mapping method according to an exemplary embodiment includes: generating a simulation value based on external information; estimating a parameter indicated by a measurement value through machine learning using the measurement value outputted from a generating device and the generated simulation value; and converting a data structure of the measurement value with reference to the estimated parameter. Accordingly, the MODBUS data can be directly converted into the IEC61850 data without data reconversion using a data gateway.
Abstract:
Proposed is a continuous result collection system of license-independent computational fluid dynamics (CFD) simulation and data-driven machine learning for hybrid modeling. The continuous result collection system may include a user input processor configured to receive a 3D resource, a CFD simulation result, and structured data. The system may also include a framework processor configured to establish a database by accumulating data received from the user input processor and to perform hybrid modeling of the CFD simulation and a machine learning model.
Abstract:
An audio system based on an in-vehicle optical network and a broadcasting method thereof are provided. The audio system according to an exemplary embodiment includes: a multi-channel router which is connected to an in-vehicle optical network to receive a multi-channel audio signal from audio signals received from the optical network; and a plurality of speakers which are connected to the multi-channel router to receive the multi-channel audio signal through the multi-channel router. Accordingly, the speakers can operate by interworking with a network even when they have no function as network devices.
Abstract:
Provided herein is a vehicle side camera system and control method thereof. The vehicle side camera system according to the exemplary embodiment of the present disclosure controls the photographing direction and angle of a left/right side camera mounted on a left/right side mirror location of the vehicle based on driving information of the vehicle. Accordingly, it is possible to provide driver's convenience and safe driving, and especially, to remove dead zones occurring due to pillars when the driver makes a turn.
Abstract:
Proposed is a system for managing a multi-service for smart navigation aids based on microservice architecture. The system may include a smart navigation aid integrated platform, and a main operating system (OS) that operates on the smart navigation aid integrated platform. The system may also include a lightweight virtual OS manager based on a docker engine, which operates on the main OS, a plurality of lightweight virtual OSs that operate on a container basis by the lightweight virtual OS manager. The system may further include service applications that operate to correspond to the plurality of lightweight virtual OSs, respectively.
Abstract:
Provided are a system and method for managing a neuromorphic memory. The system includes a memory having a multi-dimensional lattice structure, a prescience estimator (PSE) configured to separately estimate memory use of two or more data sets and determine a sequence of inputting the two or more data sets to the memory, and a prescience manager (PSM) configured to allocate memory regions in which the two or more data sets will be stored according to estimation results of the PSE, store the data sets, and perform learning and inference.
Abstract:
An occupant safety system using an optical fiber grid sheet and a method thereof are provided. The occupant safety system applies light to optical fibers constituting an optical fiber grid which is attached to a moving body and in which the optical fibers are arranged in a grid pattern; receives the applied light through the optical fibers; grasps a location of impact on the moving body based on the received light receiving signals; and controls operations of safety devices provided in the moving body based on the grasped location of the impact. Accordingly, the occupant safety system can sense impacts on the moving body everywhere through the optical fiber grid, and can exactly grasp the location of the impact and can drive an appropriate safety device timely. Therefore, the occupant can be protected safely.