Proposed is an industrial smart extruder and extrusion method, the industrial, intelligent extruder acting as a conveying device that uniformly squeeze solid to viscous masses out of a forming orifice under high pressure and temperature according to the operating principle of the Archimedean screw. Material is processed by hot extrusion or cold extrusion or warm extrusion or friction extrusion or micro extrusion by the extruder, and the material extruded by the extruder at least includes food products or metals or polymers or ceramics or concrete, or modelling clay. The industrial, intelligent extruder includes a smart device with a ML- or AI-based core engine controlling and/or steering and/or optimizing the operation of the extruder automatically.

It is provided an extrusion device for a plastic profile, in particular a hollow chamber profile, with an extruder, an extrusion nozzle arranged at the exit of the extruder for forming the plastic profile the plastic profile subsequently being guided through a calibration device, a downstream removal device for the plastic profile, a cutting device for cutting off parts of the extruded plastic profile and a weighing device for measuring the profile weight. A profile monitoring device is provided for detecting at least one profile parameter of the plastic profile in the extrusion direction after it has emerged from the extrusion nozzle and/or a process monitoring device is provided for detecting at least one process parameter in and/or before of the extruder, the extrusion nozzle, the calibration device, the removal device and/or the cutting device.

A method for producing a resin composition according to the present invention comprises: a management step for performing management by recovering non-standard products generated in a manufacturing process of a thermoplastic resin and classifying the products according to grades based on a design factor A; a regeneration step for obtaining regenerated products by collectively regenerating the non-standard products classified under each grade; and a compound step for screening the regenerated products obtained in the regeneration step, on the basis of a design factor B for compounded products, and carrying out compounding on the resulting products.

A signal acquisition unit of an abnormality detection device for a twin-screw extrusion molding machine, when the twin-screw extrusion molding machine that melts and kneads a fed resin raw material is in operation, acquires an AE output of an AE sensor installed on a surface of a housing of the twin-screw extrusion molding machine. A determination unit determines whether an abnormality occurs in the twin-screw extrusion molding machine, based on a relationship between the AE output and a first threshold and a second threshold.

An apparatus for marking and scoring an insulated wire or cable is disclosed. The apparatus includes a housing enclosing a portion of a wire path, wherein the insulated wire or cable moves along the wire path through the housing; an upper splined gear rod and a lower splined gear rod within the housing; an actuator connected to the upper splined gear rod, wherein the actuator raises and lowers the upper splined gear rod; and wherein the actuator when lowered presses the insulated wire or cable between the upper and lower splined gear rods.