Abstract: Modular, propelled cable-driven robotic platform systems and methods of operation are disclosed. The system includes a robotic platform suspended by a system of overhead cables, motorized cable reels and pulleys. The robotic platform is configured to be equipped with tool modules for performing respective tasks. Additionally, the tool modules each have a multirotor propulsion system. A master control computer coordinates operation of the motorized cable and propulsion systems as a function of sensor data captured by navigation sensors on-board the platform so as to maneuver the robotic platform inside an industrial plant. The system is configured to maneuver around pipings and avoid obstacles in the plant in order to maximize the effective workspace that the robotic platform can reach to perform operations including inspection or repair.

Abstract: A digital retrofit device comprises a camera, a processor coupled to the camera and configured with computer-executable instructions that cause the processor to activate the camera to capture an image and process the image so as to identify measurement data being displayed on an analog measurement instrument which is within the image captured by the camera, wherein the processing includes: identifying a type of the analog measurement instrument, identifying features of the analog measurement instrument, extract the measurement data displayed on the analog instrument based on the identified type and features of the analog instrument measurement, convert the extracted data into converted digital information, and obtain supplemental information from a database related to the analog instrument.

Abstract: A computer-implemented method for detection of abnormalities in flanges using embedded devices and tiny machine learning is described. The method includes obtaining sensor data associated with at least one flange, wherein the sensor data is captured by at least one sensor communicatively coupled with an embedded device on a mesh network. The method also includes executing a trained tiny machine learning model at the embedded device, wherein the sensor data is input to the trained tiny machine learning model and the trained tiny machine learning model predicts a state of the at least one flange. Additionally, the method includes transmitting the state to a master node across the mesh network, wherein further actions are performed responsive to the state of the at least one flange.

Abstract: An ultrasonic inspection device for a pipe or tube is provided and includes an arcuate shaped housing having an arcuate shaped guide slot. The arcuate shaped housing has a first end and an opposite second end spaced from the first end. A first driving gear assembly is disposed at the first end of the arcuate shaped housing and includes a first driving gear powered by a first motor. A second driving gear assembly is disposed at the second end of the arcuate shaped housing and includes a second driving gear powered by a second motor. An arcuate shaped driven gear, that supports ultrasonic testing (UT) probe assembly, travels within the arcuate shaped guide slot and is engaged at all times with at least one of the first driving gear and the second gear to permit the arcuate shaped driven gear to be driven in a 360 degree path around the pipe.

Abstract: An in-pipe apparatus for pipe inspection or maintenance is provided. The apparatus includes: a rotational deployment mechanism to rotationally deploy a probe or tool about an inner circumference of a pipe with respect to an axis of rotation; a radial deployment mechanism to radially deploy the probe or tool in a radial direction from the axis of rotation toward a target point on the inner circumference; and a passive centering mechanism to passively align the axis of rotation with the axis of the pipe. In some embodiments, the rotational deployment mechanism includes a motor to rotate the radial deployment mechanism about the axis of rotation. In some embodiments, the apparatus further includes a longitudinal deployment mechanism to longitudinally deploy the probe or tool along the pipe axis, with the passive centering mechanism passively maintaining alignment of the axis of rotation with the pipe axis during the longitudinal deployment.

Abstract: A portable system and method deploy a fire blanket to extinguish fires. One embodiment includes a foldable hinged assembly of arc-shaped elongated members configured to retain a fire blanket over a fire, and to pivot the arc-shaped elongated members to move the fire blanket onto the fire to smother and extinguish the fire. Another embodiment has a fire blanket mounted on poles of mobile platforms which are positionable to surround the fire and drop the fire blanket onto the fire to smother and extinguish the fire. Methods implement the portable system of the disclosed embodiments.

Abstract: A fire blanket deployment system includes a fire blanket assembly including a foldable fire blanket that is detachably coupled to a carrier. The foldable fire blanket is initially in a folded state. The system can include a frame having a plurality of vertical supports that are spaced apart from one another and for placement about an asset to be protected. A first suspension system is coupled to the plurality of vertical supports and is configured to move the fire blanket assembly to a target location between the plurality of vertical supports. A second suspension system that is coupled to the plurality of vertical supports and is configured to controllably unfold the fire blanket once the fire blanket assembly in at the target location. The second suspension system has an automatic detachment mechanism that allows the unfolded fire blanket to move downward toward the asset to be protected.

Abstract: Modular, propelled cable-driven robotic platform systems and methods of operation are disclosed. The system includes a robotic platform suspended by a system of overhead cables, motorized cable reels and pulleys. The robotic platform is configured to be equipped with tool modules for performing respective tasks. Additionally, the tool modules each have a multirotor propulsion system. A master control computer coordinates operation of the motorized cable and propulsion systems as a function of sensor data captured by navigation sensors on-board the platform so as to maneuver the robotic platform inside an industrial plant. The system is configured to maneuver around pipings and avoid obstacles in the plant in order to maximize the effective workspace that the robotic platform can reach to perform operations including inspection or repair.

Abstract: A computer-implemented method for flange integrity classification using artificial intelligence is described. The method includes obtaining images of a flange, wherein an image of the images is captured at a predetermined angle of image capture. The method includes classifying a condition of the flange using a trained machine learning model. Further, the method includes rendering an indication of the condition of the flange.

Abstract: An automated system for performing multiple operations on one or more weld joints of a pipe string includes a main controller including a user interface; and a first robotic device that is in communication with the main controller and is configured to controllably travel inside of the pipe string and detect and uniquely identify each weld joint within the pipe string based on a vision-based weld detection module that is executed on a first onboard computer. The vision-based weld detection module provides at least one of: (1) images captured within the pipe string and (2) a live video feed within the pipe string that is displayed on the user interface for allowing a user to review and approve detection of the weld joint, whereupon once the user confirms the approval, the first robotic device automatically positions itself a predefined distance from the detected weld joint and automatically begins to perform at least one operation on the weld joint.

Abstract: Cable-driven robotic platform systems and methods of operation are disclosed. The system includes a robotic platform suspended by a system of overhead cables, motorized cable reels and pulleys. A master control computer coordinates operation of the motorized cable system as a function of sensor data captured by navigation sensors on-board the platform so as to move the robotic platform inside an industrial plant. The system is configured to maneuver around pipings and avoid obstacles in the plant in order to maximize the effective workspace that the robotic platform can reach to perform operations including inspection or repair. Additionally, a robotic “wire jacket” device can be attached to suspension cables and configured to crawl along a cable. The wire-jacket can be selectively positioned on a cable to provide an intermediate cable suspension point that improves platform mobility within congested spaces and avoids obstacles.

Abstract: A method for treating an interior weld joint located along an inner surface of a pipe includes the steps of: (a) advancing an internal grinder device within the pipe to the interior weld joint, wherein the internal grinder device includes a hollow housing that has a first open end and a first grinding implement that is disposed within the hollow housing and coupled thereto with a first biasing member; and (b) controllably rotating the hollow housing to at least a threshold speed at which time and under centrifugal force, the first grinding implement moves from an at rest retracted position to a deployed position in which the first grinding implement extends radially beyond the first open end for contacting and grinding the interior weld joint as the hollow housing and the first grinding implement are rotated.

Abstract: A method according to the disclosure configures a processor to predict metal loss in a structure for remediation. The method uses a machine learning model, trained based upon historical data, to predict metal loss over locations of a structure at a time of the prediction. The method identifies from among the predicted locations a high-risk location on the structure in which a magnitude of metal loss indicates potential remediation being needed, dispatches a robotic vehicle to the high-risk location on the structure and inspects the high-risk location using the robotic vehicle to confirm whether the magnitude of metal loss at the location requires remediation. In further methods, remediation is performed. In still further methods, a three-dimensional visualization of the structure is generated with an overlay which depicts predicted metal loss over the sections of the structure.

Abstract: Systems and methods are provided for aligning a laser scanning device for measurement of a volume of a container. A method includes: causing an autonomous vehicle coupled to the laser scanning device to move to a location at a known distance from a reference circumference; generating data indicative of locations of points along a portion of the reference circumference; determining, based on the data, an alignment angle by which the autonomous vehicle is to steer such that an axis of the laser scanning device that intersects the container passes through a center axis of the container; causing the autonomous vehicle to steer by the alignment angle, such that the laser scanning device is thereby aligned normal to a tangent plane of a wall of the container; and measuring a plurality of horizontal offsets of the wall relative to the reference circumference for use in determining the volume.

Abstract: A system for performing multiple operations on one or more weld joints of a pipe string includes a robotic scanning device that is configured to controllably travel inside of the pipe string and detect, scan and uniquely identify each weld joint within the pipe string. The system further includes a plurality of secondary robotic devices that are each configured to controllably travel inside of the pipe string and perform one or more specific operations on the one or more weld joints of the pipe string. The robotic scanning device includes a processor that is configured to generate a work plan for the plurality of secondary robotic devices. The robotic scanning device transmits work plan commands to each of the plurality of secondary robotic devices and receive transmissions from the plurality of secondary robotic devices.

Abstract: An in-pipe apparatus for pipe inspection or maintenance using a probe or tool includes: a lateral deployment mechanism including a perpendicular deployment mechanism and a linear actuator configured to deploy the perpendicular deployment mechanism in a lateral direction toward a target point to contact an inner wall of the pipe and passively deploy a probe or tool perpendicularly on or at the target point; and a rotational deployment mechanism coupled to the lateral deployment mechanism and including a motor configured to rotationally deploy the lateral deployment mechanism about the inner circumference with respect to a rotation axis that differs from the pipe axis, to align the lateral deployment mechanism in the lateral direction. The perpendicular deployment mechanism includes: a pivot member to pivot the perpendicular deployment mechanism about a pivot axis parallel to the rotation axis; and a probe or tool holder coupled to the pivot member.

Abstract: An apparatus for automated inspection or maintenance is provided. The apparatus includes a dual slider mechanism for deploying a probe. The dual slider mechanism comprises: a frame; a probe slider configured to attach the probe; a probe linear guide coupled to the frame and configured to guide the probe slider and attached probe in a linear direction; a spring having one end attached to the probe slider; a spring slider attached to another end of the spring; and a spring linear guide coupled to the frame and configured to guide the spring slider and attached spring in the linear direction, in order to guide the probe slider and attached probe in the linear direction along the probe linear guide using the guided spring.

Abstract: Systems and methods are provided for predictive volumetric and structural evaluation of petroleum product containers. The system includes a computing device in communication with data input devices and implementation tools including calibration devices for measuring tank volume among other physical parameters bearing on tank volume. The computing device receives sets of historical physical parameter data for a plurality of tanks and, using machine learning (ML), generates predictive ML models for estimating volumetric parameters of tanks. The predictive model is applied by the system to historical and current data values to estimate current volumetric parameters for a given tank and, based on the results, the system performs or coordinates further operations for the given tank using an implementation tool. The further operations can include inventory management, physical calibration, maintenance and inspection as well as system evaluation and control operations.

Abstract: Systems and methods for securing a remotely operated vehicle (ROV) to a subsea structure during cleaning, maintenance, or inspection of the structure surface are provided. In one or more embodiments, an attachment mechanism includes a pair of grasping hooks that are raised and lowered when driven by a motorized drive. In one or more embodiments, an attachment mechanism includes a rigid holder having a mechanical stop and connected to a swing arm, the swing arm configured to rotate inward, but not outward beyond the mechanical stop. In one or more embodiments, an attachment mechanism includes a plurality of linked segments in series, each connected at a plurality of pivot points. A pair of wires passes through the plurality of linked segments and connects to a pair of pulleys that extend or retract the wires, thereby rotating the plurality of linked segments.

Abstract: Cable-driven robotic platform systems and methods of operation are disclosed. The system includes a robotic platform suspended by a system of overhead cables, motorized cable reels and pulleys. A master control computer coordinates operation of the motorized cable system as a function of sensor data captured by navigation sensors on-board the platform so as to move the robotic platform inside an industrial plant. The system is configured to maneuver around pipings and avoid obstacles in the plant in order to maximize the effective workspace that the robotic platform can reach to perform operations including inspection or repair. Additionally, a robotic “wire jacket” device can be attached to suspension cables and configured to crawl along a cable. The wire-jacket can be selectively positioned on a cable to provide an intermediate cable suspension point that improves platform mobility within congested spaces and avoids obstacles.