A system and method for a self-contained modular manufacturing device having self-contained modular tools configured to collectively accomplish a specific task or function. In an embodiment, the modular device includes a housing that has a mount configured to engage a robotic arm or other form of maneuvering actuator (such a crane or gantry). The housing may provide a base by which additional modules may be mounted and coupled. The modular device also includes an interface configured to communicate with a remote control system capable of control the robotic arm. The modular device also includes one or more other modules that are configured to accomplish a particular task or function. Such modules are sometimes called end-effectors and work in conjunction with each other to accomplish tasks and functions. In a self-contained modular manufacturing device, individual processors disposed in the housing may be configured to control the functional tools (e.g., each end-effector) independent of the overall manufacturing control system.

An asset class type of a new asset is predicted or determined based upon an evaluation of time series data from the new asset. A predicted asset type is used to identify sensors of the new asset to use for data collection. Using the readings of selected sensors from the new asset, states of the new asset are obtained. The duration at least one of these states of the new asset is determined. This information can be subsequently used to optimize the performance of the new asset.

A robot system includes a robot cell that includes a robot and a cell in which the robot is provided and enables coexistence with a human, and an installation area of the robot cell is less than 637,500 mm.sup.2 and the robot cell is movable. Further, the robot includes an n-th (n is an integer number equal to or more than one) arm rotatable about an n-th rotation shaft and an (n+1)th arm provided on the n-th arm rotatably about an (n+1)th rotation shaft in a shaft direction different from a shaft direction of the n-th rotation shaft, and a length of the n-th arm is longer than a length of the (n+1)th arm and the n-th arm and the (n+1)th arm can overlap as seen from the (n+1)th rotation shaft.

A system and method for a self-contained modular manufacturing device having self-contained modular tools configured to collectively accomplish a specific task or function. In an embodiment, the modular device includes a housing that has a mount configured to engage a robotic arm or other form of maneuvering actuator (such a crane or gantry). The housing may provide a base by which additional modules may be mounted and coupled. The modular device also includes an interface configured to communicate with a remote control system capable of control the robotic arm. The modular device also includes one or more other modules that are configured to accomplish a particular task or function. Such modules are sometimes called end-effectors and work in conjunction with each other to accomplish tasks and functions. In a self-contained modular manufacturing device, individual processors disposed in the housing may be configured to control the functional tools (e.g., each end-effector) independent of the overall manufacturing control system.

Embodiments of the present invention are directed to a customizable bio-manufacturing system which includes a manufacturing space having a first air handling system for providing supply air and a second air handling system for handling exhaust air, the supply air system being optionally provided with at least one of filtration, heating, cooling and or humidity control and a plurality of portable modules provided within the manufacturing space. At least one module having an interior capable of being interconnected with another module interior and each module's interior includes one or more components to perform at least one specific task of a biological, chemical, and/or pharmaceutical manufacturing process. At least one module includes an on-board environmental control system for controlling an environment within the module and a connection means for interconnecting the module interior with another module interior. The system also includes a central controller operating to at least perform one or more of operation and information collection for the operation of at least one of the system and one or more modules.

A system and method for a self-contained modular manufacturing device having modular tools and parts configured to collectively accomplish a specific task or function. In an embodiment, the modular device includes a housing that has a mount configured to engage a robotic arm or other form of maneuvering actuator (such a crane or gantry). The housing may provide a base by which additional modules may be mounted and coupled. The modular device also includes an interface configured to communicate with a remote control system capable of controlling the robotic arm. The modular device also includes one or more other modules that are configured to accomplish a particular task or function. Such modules are sometimes called end-effectors and work in conjunction with each other to accomplish tasks and functions. In a self-contained modular manufacturing device, a processor disposed in the housing may be configured to control the functional tools (e.g., each end-effector) independent of the overall manufacturing control system.

A system and method for a self-contained modular manufacturing device having self-contained modular tools configured to collectively accomplish a specific task or function. In an embodiment, the modular device includes a housing that has a mount configured to engage a robotic arm or other form of maneuvering actuator (such a crane or gantry). The housing may provide a base by which additional modules may be mounted and coupled. The modular device also includes an interface configured to communicate with a remote control system capable of control the robotic arm. The modular device also includes one or more other modules that are configured to accomplish a particular task or function. Such modules are sometimes called end-effectors and work in conjunction with each other to accomplish tasks and functions. In a self-contained modular manufacturing device, individual processors disposed in the housing may be configured to control the functional tools (e.g., each end-effector) independent of the overall manufacturing control system.

Proposed is system and method for modular control system providing a dynamically adaptive process control of a process line of a plant in a Machine-to-Machine network. The process line of the plant comprises a plurality of distributed machine control system with one or more elements interlocked to one or more operational unit of the process line. The operation of an operational unit performing a physical function within the process line is controlled by an associated machine control system by means of the elements interlocked to the operational units. The interlocked elements at least comprise IO-interfaces and actor control devices.