A robot apparatus according to an embodiment of the present technology includes a first robot and a second robot. The first robot includes a first hand section and a first control section. The first hand section is configured to be capable of holding one part of a work. The first control section is configured to be capable of controlling the first hand section and generating a reference signal including information about an action of the first hand section. The second robot includes a second hand section and a second control section. The second hand section is configured to be capable of holding another part of the work. The second control section is configured to be capable of selectively executing a first control mode that controls the second hand section and a second control mode that controls the second hand section by cooperating with the first hand section on the basis of the reference signal.

A method is provided that includes controlling a robotic gripping device to cause a plurality of digits of the robotic gripping device to move towards each other in an attempt to grasp an object. The method also includes receiving, from at least one non-contact sensor on the robotic gripping device, first sensor data indicative of a region between the plurality of digits of the robotic gripping device. The method further includes receiving, from the at least one non-contact sensor on the robotic gripping device, second sensor data indicative of the region between the plurality of digits of the robotic gripping device, where the second sensor data is based on a different sensing modality than the first sensor data. The method additionally includes determining, using an object-in-hand classifier that takes as input the first sensor data and the second sensor data, a result of the attempt to grasp the object.

A human-like tactile perception apparatus for providing enhanced tactile information (feedback data) from an end-effector/gripper to the control circuit of an arm-type robotic system. The apparatus's base structure is attached to the gripper's finger and includes a flat/planar support plate that presses a pressure sensor array against a target object during operable interactions. The pressure sensor array generates pressure sensor data that indicates portions of the array contacted by surface features of the target object. A sensor data processing circuit generates tactile information in response to the pressure sensor data, and then transmits the tactile information to the robotic system's control circuit. An optional mezzanine connector extends through an opening in the support plate to pass pressure sensor data to the processing circuit. An encapsulating layer covers the pressure sensor array and transmits pressure waves generated by slipping objects to enhance the tactile information.

A robotic network includes multiple work cells that communicate with a cloud server using a network bus (e.g., the Internet). Each work cell includes an interface computer and a robotic system including a robot mechanism and a control circuit. Each robot mechanism includes an end effector/gripper having integral multimodal sensor arrays that measure physical parameter values (sensor data) during interactions between the end effector/gripper and target objects. The cloud server collects and correlates sensor data from all of the work cells to facilitate efficient diagnosis of problematic robotic operations (e.g., accidents/failures), and then automatically updates each work cell with improved operating system versions or AI models (e.g., including indicator parameter value sets and associated secondary robot control signals that may be used by each robot system to detect potential imminent robot accidents/failures during subsequent robot operations.

A flex-rigid sensor apparatus for providing sensor data from sensors disposed on an end-effector/gripper to the control circuit of an arm-type robotic system. The apparatus includes piezo-type pressure sensors sandwiched between lower and upper PCB stack-up structures respectively fabricated using rigid PCB (e.g., FR-4) and flexible PCB (e.g., polyimide) manufacturing processes. Additional (e.g., temperature and proximity) sensors are mounted on the upper/flexible stack-up structure. A spacer structure is disposed between the two stack-up structures and includes an insulating material layer defining openings that accommodate the pressure sensors. Copper film layers are configured to provide Faraday cages around each pressure sensor. The pressure sensors, additional sensors and Faraday cages are connected to sensor data processing and control circuitry (e.g., analog-to-digital converter circuits) by way of signal traces formed in the lower and upper stack-up structures and in the spacer structure. An encapsulation layer is formed on the upper PCB stack-up structure.

A gripper includes at least one first gripper finger adjustably mounted to a gripper main body by a gripping finger mount, at least one second gripper finger cooperating with the first gripper finger, and a motor-drivable transmission configured to adjust the at least one first gripper finger relative to the gripper main body and the at least one second gripper finger such that a clamping force is generated, whereby an article can be held in a clamped manner by the gripper. The transmission includes a first transmission member connected to the first gripper finger, and a second transmission member mounted on the gripper main body by a transmission-member bearing arrangement having a first transmission member bearing configured to absorb the transmission-bearing reaction force that acts in a direction of the clamping force. The transmission-member bearing arrangement includes a sensor configured to sense the transmission-bearing reaction force.

A device, a method and a program, by which a weight and a horizontal position of a gravity center of a load attached to a movable part of a robot can be estimated by a simple configuration. The device has: two torque sensors configured to detect a first torque applied to a first axis of a robot, and a second torque applied to a second axis of the robot; and a calculation section configured to calculate a weight and a horizontal position of a gravity center of a workpiece, by using two detection values of the torque sensors in one posture in which a hand attached to a movable part of the robot holds the workpiece.

A robot hand controller is provided for controlling operations of a robot (e.g., an industrial robot), which is configured to be held with a position and posture of an arm being changed by a user, and a hand mounted on the arm and held with an open/closed position being changed by a user. In the controller, the position and posture of the arm and the open/closed position of the hand are detected. A gripping force of the hand is detected. A reception unit receives an operation of recording a state of the arm and the hand, and a recording unit records, as state information in time series, the position and the posture, the open/closed position, and the gripping force, which are detected when the operation is received by the reception unit. Operations of the arm and the hand are controlled to reproduce the recorded state information recorded in time series.

Sensing systems as well as their methods of operation and training are described. In some embodiments, a sensing system may include a compliant contact pad configured to contact an environment, and a plurality of sensors configured to detect a physical parameter associated with deformation of the compliant contact pad. A processor configured to receive signals from the plurality of sensors may determine a magnitude, direction, and/or contact location of a force applied to the compliant contact pad.

The present invention relates to a robot system, a device, and a method for applying a process force (F.sub.P) to an object within the scope of a task to be performed by a robot in relation to the object, the robot system allowing an amplification of the input force (F.sub.EIN) input by a user with simultaneous feedback control, so as to thus enable a sensitive control of tasks.