The application discloses an arrangement method and
system for automatically executing industrial tasks, and relates to the technical field of automatic execution, which comprises the following steps: an industrial process is disassembled into ability units which can be independently called and encapsulated and registered according to man-
machine-material; based on historical records, step fragments are constructed into a sensor and
actuator time sequence matrix, the contribution strength of calculation parameters to control actions is calculated to form an intensity indicator, a gate is generated through a suppression network, and the strength influence is suppressed in multi-head attention with a penalty term, so that a
time sequence representation representing
work content is obtained; a dimensional vector is output by a
time sequence encoder and clustering is performed to obtain an ability type, and template input parameters, static parameters and dynamic transmission parameters can be divided. A scheduler selects a device node according to a process script and an agent configuration, and issues an action, an output is parsed according to a template and written into a state storage to realize automatic parameter transmission, and a high-availability
daemon guarantees consistency and fault
recovery.