Abstract: A computer-implemented method, a computer system and a computer program product project incident information within an augmented reality environment based on vehicle movements. The method includes determining a predicted path of a vehicle based on telemetry data associated with the vehicle. The method also includes obtaining driving conditions associated with a surrounding environment using a sensor. In addition, the method includes identifying an object in the predicted path of the vehicle. The method further includes determining a collision zone on the object and a corresponding collision zone on the vehicle based on physical attributes of the object and the predicted path of the vehicle. Lastly, the method includes generating a display of the driving conditions using an augmented reality device, where the display indicates the collision zone on the object and includes a virtual model of the vehicle that indicates the corresponding collision zone on the vehicle.

Abstract: A method for configuring beamforming for a network device is disclosed. In one embodiment, such a method includes creating a map of an area in which a network device that supports beamforming is placed. The method shows, on an interactive display device, the network device on the map. The method shows, on the interactive display device, one or more beams emanating from the network device on the map. The method enables a user to manipulate the beams on the interactive display device to create a desired beamforming pattern that takes into account the map and receiving devices located in the area. The claimed method is advantageous in that it may enable a user to establish or modify a beamforming pattern in a more intuitive, visual way. A corresponding system and computer program product are also disclosed.

Abstract: Managing machine layouts to improve machine activity workflows is provided. An analysis of a digital twin simulation of an environment is performed in accordance with a machine activity workflow corresponding to a plurality of machines located in the environment. A machine layout is generated for the environment that includes at least one of a particular set of machines having a determined amount of computational capability needed to analyze a type, volume, and frequency of data generated in each logical group of machines within the environment based on the analysis of the digital twin simulation. The machine layout is implemented automatically in the environment by positioning the at least one of the particular set of machines having the determined amount of computational capability needed to analyze the type, volume, and frequency of the data generated in each logical group of machines within the environment.

Abstract: According to one embodiment, a method, computer system, and computer program product for 3D printing is provided. The present invention may include analyzing a digital model of a 3D object; identifying stresses expected to be applied to the 3D object; performing digital twin simulation of the 3D object; simulating the identified stresses on the 3D object; determining one or more reinforcement materials for the 3D object based on the simulating of the identified stresses on the 3D object; modifying the digital model of the 3D object to include the one or more determined reinforcement materials; and printing the one or more determined reinforcement materials on and/or in the 3D object.

Abstract: A computer-implemented method generates and updates a dashboard display on an augmented reality display within a vehicle. The method includes identifying a driver of a vehicle, where the vehicle is at least partially automated. The method further includes determining a set of conditions for the vehicle. The method also includes determining a driving mode for the vehicle, where the driving mode represents a level of automation for the vehicle. The method includes analyzing, by a learning model, the set of conditions and the driving mode. The method further includes determining, in response to the analyzing, a subset of components to add to a display, where each component is selected from a set of available components associated with the vehicle. The method also includes rendering the subset of components on the display on a user interface.

Abstract: An embodiment for augmented reality (AR)-based visualization of an activity with collaboration amelioration is provided. The embodiment may include receiving real-time and historical data relating to an activity. The embodiment may also include identifying each step of the activity and a time to complete each step. The embodiment may further include executing a plurality of digital twin simulations of avatars of different types of workers performing each step of the activity. The embodiment may also include in response to determining a current distribution of human and robotic workers is not optimized, prompting a manager with an AR overlaid slider bar. The embodiment may further include generating a knowledge corpus including an optimized distribution. The embodiment may also include creating a visual animation of the optimized distribution. The embodiment may further include displaying the visual animation to at least one human worker via an AR device.

Abstract: A computer-implemented method allocates screen space to two or more voice commands concurrently. The method includes receiving, by a voice controlled device (VCD), two or more voice commands including a first voice command and a second voice command, where a result for each of the voice commands can be displayed on a screen associated with the VCD. The method further includes allocating a portion of the screen for each command including, a first allocation for a first result of the first command and a second allocation for a result of the second command. The method also includes displaying, based on the allocating, the first result and the second result simultaneously on the screen.

Abstract: Aspects of the present disclosure relate to gesture-based one-time password (OTP) authentication for transactions. Initiation of a transaction can be detected. Contextual information associated with the transaction can be received. In response to detecting the initiation of the transaction and based on the contextual information associated with the transaction, a one-time password (OTP) comprising one or more gestures to be performed by a user can be generated. A command can be transmitted to display the one or more gestures to be performed on an extended reality (XR) device worn by the user. In response to validating user performance of the one or more gestures displayed via the XR device, the transaction can be authorized.

Abstract: A computer-implemented method, a computer system and a computer program product optimize a hybrid workforce to complete tasks in an environment. The method includes identifying a task to be completed by the hybrid workforce in the environment, where the hybrid workforce includes both humans and robots. The method also includes classifying the task according to suitability for human completion or robot completion. The method further includes obtaining a profile for each worker in the hybrid workforce and determining a capability of each human and each robot to perform the task from the profile. In addition, the method includes associating the task with a robot having the highest capability when the task is suitable for robot completion. Lastly, the method includes displaying an assignment of the task on a device associated with the environment, where the assignment includes a classification of the task and an association with the hybrid workforce.

Abstract: Described are techniques for optimizing collaborative work performed by robotic machines in an industrial environment. The techniques include obtaining industrial activity data comprising steps of industrial activities performed by robotic machines on an industrial floor. The techniques further include obtaining robotic machine data comprising configuration information of the robotic machines associated with performing the steps of the industrial activities. The techniques further include inputting the industrial activity data and the robotic machine data to a machine learning model to analyze the steps of the industrial activities in view of the configuration information of the robotic machines to generate a production plan that aggregates performance of selected steps by the robotic machines, and configuring the robotic machines on the industrial floor according to the production plan generated by the machine learning model.

Abstract: According to an embodiment, shipment splitting and variable delivery is provided. The embodiment may include identifying a consumption rate of a user for an item. The embodiment may also include identifying one or more future user locations. The embodiment may further include calculating a consumption quantity of the item at each location based on the identified consumption rate. The embodiment may also include calculating a usage time and date at which each calculated quantity is needed by a user at each location. The embodiment may further include calculating a shipment time for each quantity to be received at each location by each calculated usage time and date. The embodiment may also include performing one or more shipments, at each calculated shipment time, of packages, each containing a quantity of the item based on each calculated consumption quantity, to each location corresponding to each calculated consumption quantity.

Abstract: According to one embodiment, a method, computer system, and computer program product for synchronizing a physical environment with a virtual environment is provided. The present invention may include analyzing a virtual environment to determine one or more physical movements required for a user to navigate within the virtual environment; scanning, with one or more sensors, a physical environment to identify one or more physical movements required for the user to navigate within the physical environment; responsive to determining that the one or more physical movements required for a user to navigate within the virtual environment do not match the one or more physical movements required for a user to navigate within the physical environment, identifying how the physical environment must be modified to incorporate the physical movements of the virtual environment; and communicating the identified modifications to the physical environment to the user.

Abstract: Computer technology where predictive analytics are used in connection with a digital twin simulation to predict an issue with a target (that is, environment, physical object and/or process). Based on the predicted issue, a machine learning algorithm is used to reconfigure the sensor set that monitors the target to more accurately, precisely and/or quickly detects a real world occurrence of the predicted issue.

Abstract: Computer-implemented methods for dynamic sensor printing and deployment. Aspects include receiving, from one or more symptom tracking sensors disposed on an apparatus, data regarding a condition of the apparatus and analyzing the data regarding the condition of the apparatus. Aspects also include determining, based on the analysis, one or more required additional measurements of the apparatus and creating, by a three-dimensional printer, one or more sensors configured to measure the one or more required additional measurements. Aspects further include placing the one or more sensors on the apparatus.

Abstract: The exemplary embodiments disclose a method, a computer program product, and a computer system for transcribing media. The exemplary embodiments may include collecting media, extracting one or more features from the media, and transcribing the media based on the extracted one or more features and one or more models.

Abstract: An approached is disclosed that selectively replaces physical objects with virtual objects viewable in augmented reality. Selective replacement is based on user location and corresponding preferences mapped to location clusters. AI systems learn user preferences for location clusters and derive object preferences for users depending on location. Preferences and priorities for objects within each location cluster are derived using location data, purchase histories, IoT data, social media, communication data and other data sources. AI systems implement algorithms to predict levels of engagement between users and objects of a particular location cluster and as objects around the user are predicted to be uninteresting to the user, uninteresting objects may be replaced within AR environments using AR image overlay techniques with new objects having an interest rating above a threshold level.

Abstract: A processor may receive an object dataset based on an object. The processor may generate an interactive model of the object to display to a user using the object dataset. The processor may receive an interaction dataset associated with the user interacting with the interactive model. The processor may analyze the interactive data to identify one or more modifications to the one or more parameters of the object, based on the user interacting with the interactive model.

Abstract: A computer system, computer program product, and computer-implemented method for enhancing offboarding of occupants associated with autonomous vehicles through augmented reality (AR). The method includes identifying that a first vehicle is approaching an occupant offboarding station, where the first vehicle is an autonomous vehicle. The method also includes determining a location of one or more second vehicles proximate to the occupant offboarding station. The method further includes determining, subject to the one or more second vehicles location determinations, an occupant offboarding location for the first vehicle proximate to the occupant offboarding station. The method also includes stopping the first vehicle proximate to the occupant offboarding location, including providing vehicular AR-based guidance to the first vehicle to stop.

Abstract: A method establishes a virtual reality environment for simulating operation of the digital twin model and operates the digital twin model in the virtual reality environment. The digital twin model receives operational parameters from the virtual reality environment in order to determine operational effectiveness of the digital twin model in operating within the virtual reality environment. The method further enables a user to visualize the operation of the digital twin model in the virtual reality environment. In certain embodiments, the method provides a second digital twin model of a second physical object and operates the second digital twin model in the virtual reality environment along with the first digital twin model. This may enable assessment of the interaction between the two digital twin models and/or how operation of one digital twin model may affect operation of the other digital twin model. A corresponding system and computer program product are also disclosed.

Abstract: A computer system, computer program product, and computer-implemented method for using augmented reality (AR) to enhance parking of autonomous vehicles. The method includes capturing, through one or more sensors, the physical characteristics of a parking facility, and identifying, through the one or more sensors, the physical characteristics of vehicles therein. The method also includes generating, subject to the capturing and identifying, an augmented reality (AR) representation of the parking facility and the vehicles. The method further includes presenting, through a display device, the AR representation of the parking facility and the vehicles. The method also includes receiving, subject to the presenting, potential parking locations at least partially based on presently vacant parking locations indicated within the AR representation of the parking facility and the vehicles.