Abstract: According to one embodiment, a method, computer system, and computer program product for activity progress validation is provided. The embodiment may include capturing user movements through one or more IoT devices. The embodiment may also include identifying an activity associated with the captured user movements. The embodiment may further include identifying performance requirements related to the identified activity. The embodiment may also include calculating a quality level metric and a progress-toward-completion metric of the activity based on the performance requirements. The embodiment may further include displaying each metric on a graphical user interface associated with a user device.

Abstract: Provided is a computer-implemented method, system, and computer program product for displaying information to a pedestrian using a visual indicator. A processor may detect that a vehicle is approaching a pedestrian. The processor may determine that the pedestrian is unable to see the approaching vehicle. The processor may display an indication that the vehicle is approaching the pedestrian on an object the pedestrian can currently view.

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: A method is provided for identifying topography in a locality. The topography includes horizontal surfaces and vertical surfaces. Sunlight exposure incident to the identified topography is identified. The intensity of the identified sunlight exposure and variation over time is analysed. Crop types for growing on the topography based on the analysed intensity of sunlight exposure and variation over time are identified.

Abstract: Provided is a computer-implemented method, system, and computer program product for intelligently assigning robotic edge devices to perform a task using an edge computing ecosystem. A processor may identify a plurality of robotic edge devices in a geographic location. The processor may determine attributes for each robotic edge device of the plurality of robotic edge devices. The processor may identify a task to be performed at the geographic location by the plurality of robotic edge devices. The processor may determine, based on the attributes, a subset of robotic edge devices that are capable of completing the task. The processor may assign the subset of robotic edge devices to complete the task.

Abstract: Provided is a computer-implemented method, system, and computer program product for displaying information to a pedestrian using a visual indicator. A processor may detect that a vehicle is approaching a pedestrian. The processor may determine that the pedestrian is unable to see the approaching vehicle. The processor may display an indication that the vehicle is approaching the pedestrian on an object the pedestrian can currently view.

Abstract: A method, computer system, and a computer program product for ontology adaptation is provided. The present invention may include constructing a process ontology for an industrial floor. The present invention may include generating a digital twin of the industrial floor. The present invention may include performing a simulation of the digital twin using the process ontology. The present invention may include generating one or more new process ontologies based on inefficiencies identified during the simulation. The present invention may include providing one or more recommendations to a user.

Abstract: Embodiments provide predictive dynamic caching in edge devices when connectivity may be potentially lost. A technique includes registering devices that require a connectivity to a cloud server via a network and predicting a likelihood of a network outage of the connectivity to the network for the devices having been registered. The technique includes determining data to cache for each of the devices by analyzing traffic for each of the devices to the cloud server, at least one piece of the data being currently in use by at least one of the devices. The technique includes responsive to predicting the likelihood of the network outage, caching the data to edge devices, and responsive to the connectivity to the network being restored, removing the data cached on the edge devices.

Abstract: A method, computer system, and a computer program product for machine maintenance is provided. The present invention may include receiving data for one or more assets of a physical ecosystem. The present invention may include generating a digital twin of the physical ecosystem. The present invention may include simulating a performance of the digital twin of the physical ecosystem. The present invention may include generating a task management plan based on the performance of the digital twin.

Abstract: According to one embodiment, a method, computer system, and computer program product for determining and mapping object properties of virtual reality objects during virtual reality simulation is provided. The present invention may include mapping at least one virtual content object to one or more reference objects; creating at least one virtual reality simulation object based on the mapping of the at least one virtual content object to the one or more reference objects; determining physical properties of the one or more reference objects using behavioral rules; and modifying the at least one virtual reality simulation object based on the determined physical properties of the one or more reference objects.

Abstract: Embodiments provide predictive dynamic caching in edge devices when connectivity may be potentially lost. A technique includes registering devices that require a connectivity to a cloud server via a network and predicting a likelihood of a network outage of the connectivity to the network for the devices having been registered. The technique includes determining data to cache for each of the devices by analyzing traffic for each of the devices to the cloud server, at least one piece of the data being currently in use by at least one of the devices. The technique includes responsive to predicting the likelihood of the network outage, caching the data to edge devices, and responsive to the connectivity to the network being restored, removing the data cached on the edge devices.

Abstract: A computer-implemented method, a computer program product, and a computer system for dynamically altering a code execution workflow using augmented reality (AR). A computer receives, from an AR device of a user, virtual modification of a source code, where the user virtually alters the source code on the augmented realty device. A computer generates an altered execution workflow, based on a virtually altered source code created in the virtual modification. A computer overlays the altered execution workflow on the AR device. A computer executes the altered execution workflow, in response to receiving from the AR device a user request for testing the virtually altered source code. A computer displays on the augmented realty device a result of executing the altered execution workflow. A computer physically alters the source code according to the virtually altered source code, in response to receiving from the AR device satisfactory user feedback about the result.

Abstract: In an approach to improve the management and execution of a task, embodiments receive, by a computing device, the task, divide the task into a plurality of steps, and assign the plurality of steps to an end user and a robotic system. Further, embodiments identify a sequence of predetermined or anticipated motions that will be performed by the robotic system to carry out the plurality of steps, and output a virtual display, by an augmented reality device associated with the end user, the identified predetermined or anticipated motions of the robotic system. Additionally, embodiments communicate guidance, based on the virtual display, to the augmented reality device associated with the end user to guide the end user, and dynamically adjust the guidance based on an identified performance of the end users or the robotic system.

Abstract: A computer-implemented method, a computer program product, and a computer system for dynamically altering a code execution workflow using augmented reality (AR). A computer receives, from an AR device of a user, virtual modification of a source code, where the user virtually alters the source code on the augmented realty device. A computer generates an altered execution workflow, based on a virtually altered source code created in the virtual modification. A computer overlays the altered execution workflow on the AR device. A computer executes the altered execution workflow, in response to receiving from the AR device a user request for testing the virtually altered source code. A computer displays on the augmented realty device a result of executing the altered execution workflow. A computer physically alters the source code according to the virtually altered source code, in response to receiving from the AR device satisfactory user feedback about the result.

Abstract: Aspects of the present disclosure relate to haptic effect management. A haptic effect that is captured using a vibration sensor can be obtained, the haptic effect defined by a waveform. The haptic effect can be saved to a haptic effect library, the haptic effect library containing a plurality of captured haptic effects. The haptic effect can be mapped to at least one software feature, wherein the haptic effect is generated in response to the at least one software feature being activated.

Abstract: One or more environmental vibrations that originate from a vibration source are detected by a wearable display device. The wearable display device is worn by a user. The vibration source is located in an environment that is proximate to the wearable display device. An alert condition related to the vibration source is identified, based on the one or more environmental vibrations. An augmented notification for the wearable display device is generated in response to the alert condition. The augmented notification provided, by the wearable display device, to the user.

Abstract: The present invention may include a processor that monitors location of a robot in an environment. The processor captures the environment with one or more environment sensors. The processor analyzes the captured environment to determine an exit location. The processor validates an exit route based on historical data and the exit location and communicates the exit route to the robot.

Abstract: An approach for moving materials from one location to another is disclosed. The approach includes a mobility platform comprising of a lower construct comprising of mechanism for locomotion, a platform dispose on top of and adjacent to the lower construct and an upper construct dispose and adjacent to the platform, wherein the upper construct comprising of a mechanism for securing materials. Furthermore, the approach includes loading one or more materials onto the mobility platform from a first location, moving the mobility platform from the first location to a second location and unloading the one or more materials from the mobility platform at the second location.

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: A computer-implemented method, a computer program product, and a computer system for design adaptation. One or more computing devices receive images provided by a user, receive form a designer one or more designer provided what-if scenarios of a design related to the images, receive form the user one or more user selected what-if scenarios from the one or more designer provided what-if scenarios, and retrieve information about influencing factors form an artificial intelligence (AI) knowledge corpus, where the influencing factors affect qualities of the images. One or more computing devices input the retrieved information into a generative adversarial network (GAN) module. One or more computing devices change the images by the GAN module to generate adapted images for the one or more user selected what-if scenarios, based on the retrieved information.