Abstract: An apparatus, method, and system for dynamic pod autoscaling in a serverless computing environment are disclosed. A dynamic pod autoscaling apparatus in a serverless computing environment comprises a processor; and a memory connected to the processor, wherein the memory stores program instructions for performing operations comprising registering, if there is a service request, a predefined first target value, collecting concurrency/rps (request per second) information of a first number of pods corresponding to the number of replica sets that is pod autoscaled according to the first target value, calculating the first target value as a second target value using the concurrency/rps information and average resource usage of the pod, dynamically changing the number of replica sets from the first number to a second number through the second target value.

Abstract: Disclosed herein are a system and a method including receiving a request for changing a delivery date of a purchased vehicle, and selecting, among a plurality of planned vehicles for which production planning and delivery dates have been previously determined, a target vehicle. Exchanging the delivery date of the purchased vehicle with a delivery date of the target vehicle may not affect delivery dates of other planned vehicles of the plurality of planned vehicles. The system and method may further include exchanging the delivery date of the purchased vehicle with the delivery date of the target vehicle, and adjusting a vehicle production schedule according to the exchanged delivery dates.

Abstract: An integrated production planning system of a vehicle includes an information storage unit configured to accumulate and store basic information and work history information of each of a plurality of workers, the work history information including a type of a work performed by the worker in the past and required time for the work. The integrated production planning system also includes a production plan establishment unit configured to establish a vehicle production plan constituted of a work type and a work sequence, to calculate expected hours required for work for each worker based on the basic information and work history information for each worker of the information storage unit, and to establish the vehicle production plan or modify a previously generated production plan by reflecting the calculated expected hours required for the work.

Abstract: The present disclosure relates to an apparatus and a method for personal identification based on a deep neural network. According to an exemplary embodiment of the present disclosure, a personal identification method includes receiving a plurality of wireless signals including spatial information and identification information of an object to be identified, by means of a plurality of receivers in different positions, by a wireless signal collecting unit, generating a manipulation signal from the wireless signal by processing the spatial information by means of a first deep neural network model which is trained in advance, by a manipulation signal generating unit, and identifying the object to be identified in a specific space with identification information of the object to be identified of the manipulation signal as an input of the second deep neural network model, by a personal identification processing unit.

Abstract: An embodiment method of operating a cell-based mobility production system for producing various types of mobilities includes assigning works required in each cell of a plurality of cells connected in series or in parallel that vehicle bodies need to go through based on the type of the mobility to be produced, determining a feeding order of the vehicle bodies based on the assigned works, and reassigning the works required in each cell that the vehicle bodies to be fed need to go through based on the determined feeding order, wherein each of assigning the works, determining the feeding order, and reassigning the works is performed by a processor.

Abstract: A calibration apparatus for a wheelchair dynamometer include a body, a motor, a sensor, a wheel and a controller. The motor may be installed at the body to generate a torque. The sensor may be configured to measure a torque or a revolution per minute (RPM) generated from the motor. The wheel may be rotated by the torque. The controller may be configured to control the torque or the RPM generated from the motor and display a torque or a RPM measured by the sensor.

Abstract: Provided is a control moment gyroscope, in which a pair of momentum wheels are symmetrically disposed, thereby reducing torque noise and vibration, increasing output torque, and reducing its size. The control moment gyroscope includes a gimbal rim, a wheel frame having a first wheel frame located inside the gimbal rim and a second wheel frame having the same structure as the first wheel frame and symmetrically coupled with the first wheel frame, a first momentum wheel coupled to the first wheel frame, a second momentum wheel coupled to the second wheel frame corresponding to the first momentum wheel, a gimbal motor installed on an outer circumference of the gimbal rim and connected with first ends of the first and second wheel frames, and an angular velocity sensor installed on the outer circumference of the gimbal rim, connected with second ends of the first and second wheel frames.

Abstract: An apparatus and method for interconnecting pipes, and a method for manufacturing a jaw of a jaw holder An apparatus/method are provided. The pipe connecting apparatus includes a pipe connecting member installed at a location where two pipes are interconnected, one or more jaw holder that are fixedly inserted into respective opposite end portions of the pipe connecting member in a state where they are respectively interposed between the pipe connecting member and the pipe and between the pipe connecting member and the pipe and provided with a plurality of jaw mounting holes that are formed along an outer circumference and spaced apart from each other at predetermined intervals, one or more jaws that are pivotally inserted into the respective jaw mounting holes and press and fix the pipes inserted into the jaw holders by being depressed by an inner wall of the pipe connecting member, and one or more elastic members that are installed in the pipe connecting member to elastically support the jaws.

Abstract: Provided is a control moment gyroscope, in which a pair of momentum wheels are symmetrically disposed, thereby reducing torque noise and vibration, increasing output torque, and reducing its size. The control moment gyroscope includes a gimbal rim, a wheel frame having a first wheel frame located inside the gimbal rim and a second wheel frame having the same structure as the first wheel frame and symmetrically coupled with the first wheel frame, a first momentum wheel coupled to the first wheel frame, a second momentum wheel coupled to the second wheel frame corresponding to the first momentum wheel, a gimbal motor installed on an outer circumference of the gimbal rim and connected with first ends of the first and second wheel frames, and an angular velocity sensor installed on the outer circumference of the gimbal rim, connected with second ends of the first and second wheel frames.