The embodiments disclose an integrated knitted textiles system and method including a knitted textile consumer variation website for processing variation knitted garment orders and production, an integrated knitted textiles variation ecommerce web application for consumer use in selecting knitted garment variation and ordering on the knitted textile consumer variation website, a variation order processing server for processing consumer variation selection orders and creating knitted garment variation production instructions, an order tracking processor for consumer variation selection order production sequencing and order tracking, at least one integrated knitted textiles variation knitting machine adaptation for creating interactive processing and knitting machine communications, and at least one production variation instruction processor for converting consumer variation selections into adapted knitted machine instructions.

A manufacturing method of a heart correction net is provided. The method includes: a first step of taking cross-sectional images of a heart in a layer direction, in which an apex and a base of the heart are connected; a second step of extracting outlines of the heart from the cross-sectional images; a third step of defining dividing points with respect to a three-dimensional shape reconstructed based on the outlines, the dividing points being defined on the outlines in a circumferential direction of the heart; a fourth step of dividing a contour of the heart in three-dimensions into divided regions based on the plurality of the dividing points, and creating development data, in which the each of the divided regions is developed on a two-dimensional plane, while an approximate shape of each of the divided regions is maintained; a fifth step of creating paper-pattern data based on the development data; and a sixth step of knitting the heart correction net with a knitting machine based on the paper-pattern data.

A manufacturing method of a heart correction net is provided. The method includes: a first step of taking cross-sectional images of a heart in a layer direction, in which an apex and a base of the heart are connected; a second step of extracting outlines of the heart from the cross-sectional images; a third step of defining dividing points with respect to a three-dimensional shape reconstructed based on the outlines, the dividing points being defined on the outlines in a circumferential direction of the heart; a fourth step of dividing a contour of the heart in three-dimensions into divided regions based on the plurality of the dividing points, and creating development data, in which the each of the divided regions is developed on a two-dimensional plane, while an approximate shape of each of the divided regions is maintained; a fifth step of creating paper-pattern data based on the development data; and a sixth step of knitting the heart correction net with a knitting machine based on the paper-pattern data.

A knitting machine includes a base unit, a plurality of transmission mechanisms, a plurality of spool stands, a collecting mechanism, a driving device and a microcomputer control unit. Each of the transmission mechanisms includes a plurality of driving gears and a plurality of blades. Each of the spool stands is provided with a spool. The collecting mechanism includes a plurality of hubs each provided with a convergent holding device. When the transmission mechanisms are driven, the spool of each of the spool stands is disposed at an operation state. The collecting mechanism collects and guides the lines of the spool of each of the spool stands to perform a knitting work so as to form rope belts. Thus, the rope belts present a thick-and-thin alternating mode, a multi-layer mode or a three-dimensional mode.

Methods of producing a customized garment for a subject are disclosed. The methods include acquiring a plurality of physical parameters of the subject, providing the plurality of physical parameters to an artificial neural network trained to extract measurements and define a shape analysis of the subject to produce a digital body, responsive to the extracted measurements and shape analysis, producing a custom pattern, displaying the custom pattern on the digital body, generating production instructions from the custom pattern, and directing the production instructions to a knitting machine programmed to produce at least a portion of the customized garment in accordance with the production instructions. Systems for producing a customized garment are also disclosed. The systems include a body scanner, a computing unit, and a production subsystem including a knitting machine.

Methods of producing a customized garment for a subject are disclosed. The methods include acquiring a plurality of physical parameters of the subject, providing the plurality of physical parameters to an artificial neural network trained to extract measurements and define a shape analysis of the subject to produce a digital body, responsive to the extracted measurements and shape analysis, producing a custom pattern, displaying the custom pattern on the digital body, generating production instructions from the custom pattern, and directing the production instructions to a knitting machine programmed to produce at least a portion of the customized garment in accordance with the production instructions. Systems for producing a customized garment are also disclosed. The systems include a body scanner, a computing unit, and a production subsystem including a knitting machine.

Disclosed herein are systems and techniques for seamless and scalable piezoresistive matrix-based intelligent textile development using digital flat-bed and circular knitting machines. Disclosed embodiments allow for combining and customizing functional conductive and polyester and spandex yarns, thus allowing for designing the aesthetics and architecting and engineering both the electrical and mechanical properties of the pressure sensing textile. In addition, by incorporating a melting fiber, disclosed embodiments allow for shaping and personalizing a three-dimensional piezoresistive fabric structure that can conform to the human body through thermoforming principles.

Disclosed herein are systems and techniques for seamless and scalable piezoresistive matrix-based intelligent textile development using digital flat-bed and circular knitting machines. Disclosed embodiments allow for combining and customizing functional conductive and polyester and spandex yarns, thus allowing for designing the aesthetics and architecting and engineering both the electrical and mechanical properties of the pressure sensing textile. In addition, by incorporating a melting fiber, disclosed embodiments allow for shaping and personalizing a three-dimensional piezoresistive fabric structure that can conform to the human body through thermoforming principles.

Disclosed herein are systems and techniques for seamless and scalable piezoresistive matrix-based intelligent textile development using digital flat-bed and circular knitting machines. Disclosed embodiments allow for combining and customizing functional conductive and polyester and spandex yarns, thus allowing for designing the aesthetics and architecting and engineering both the electrical and mechanical properties of the pressure sensing textile. In addition, by incorporating a melting fiber, disclosed embodiments allow for shaping and personalizing a three-dimensional piezoresistive fabric structure that can conform to the human body through thermoforming principles.

Disclosed herein are systems and techniques for seamless and scalable piezoresistive matrix-based intelligent textile development using digital flat-bed and circular knitting machines. Disclosed embodiments allow for combining and customizing functional conductive and polyester and spandex yarns, thus allowing for designing the aesthetics and architecting and engineering both the electrical and mechanical properties of the pressure sensing textile. In addition, by incorporating a melting fiber, disclosed embodiments allow for shaping and personalizing a three-dimensional piezoresistive fabric structure that can conform to the human body through thermoforming principles.