Manufacturing facility and manufacturing method

A method of manufacturing products as specified in a digital manufacturing order, the method comprising:

• a) receiving the digital manufacturing order;
• b) determining manufacturing system units to be used in a process of manufacturing the specified products from supplied materials, the manufacturing system units comprising at least:
• a production unit to produce a production result,
• a routing unit to route the production result or a supplied material, and
• an inspection unit to inspect a production result;
• c) scheduling the manufacturing system units to be used, therewith allocating the manufacturing system units to specific time-slots for the process, the scheduling comprising:
• c1) scheduling the production unit to provide a production result required to manufacture the ordered product;
• c2) scheduling the inspection unit to inspect a production result;
• and
• c3) scheduling the routing unit to transport the production result or the supplied material to the scheduled production unit or to the inspection unit;
• d) preparing control data for the scheduled manufacturing system units;
• e) determining whether inspection data provided by the inspection unit for a production result meets an assessment criterion;
• f) specifying in a derived manufacturing order, in accordance with determining that a production result does not meet an assessment criterion, production step(s) that need to be repeated to obtain a production result in accordance with the assessment criterion;
• and)
• g) proceeding, in case where a derived manufacturing order is specified, with the step c) of scheduling the derived manufacturing order and the subsequent steps,
• wherein at least one production unit is a batch production unit,
• wherein scheduling the batch production unit comprises allocating the batch production unit in a specific time-slot to perform a common batch process as part of a production process of mutually different products,
• wherein the method further comprises performing a neural network training procedure, preceding the step a) of receiving the digital manufacturing order, in which a neural network is trained by supplying training data samples comprising a pair of training input data and training output data,
• wherein the training input data comprises a general description of a product to be manufactured and circumstantial information about a customer, and
• wherein the training output data comprises a detailed specification of the product to be manufactured, therewith training the neural network to perform a mapping from circumstantial information about a customer and a general description of a product specified in a manufacturing order from a customer to a detailed specification of the intended geometry of the product.

A manufacturing facility comprising:

• a control system;
• and
• a manufacturing system comprising a plurality of manufacturing system units controlled by the control system according to a digital manufacturing order comprising a specification of a product to be manufactured,
• wherein the control system is configured to receive the digital manufacturing order and comprises a scheduler and an interpreter to configure the manufacturing system to perform a production process to manufacture the product in accordance with the specification in the digital manufacturing order,
• wherein the scheduler is configured to schedule operation of production units and other manufacturing system units,
• wherein the interpreter is configured to prepare instructions for the scheduled manufacturing system units,
• wherein each of the scheduled production units is configured to perform a respective production step of the production process to provide a respective production result,
• wherein at least one production unit is a batch production unit, and wherein scheduling the batch production unit comprises allocating the batch production unit in specific time-slots to perform a common batch process as part of a production process of mutually different products,
• wherein the control system further comprises an optimizer that is configured to obtain an assessment about a production result from an automated inspection process,
• wherein, upon obtaining an assessment that indicates that a production result does not meet an assessment criterion, the optimizer specifies, in a derived manufacturing order, production step(s) that need to be repeated to improve the production result, such that the control system performs reconfiguring of the manufacturing system so as to repeat one or more of the respective production steps involved in manufacturing the product as specified,
• wherein the scheduler, in accordance with the reconfiguring, reschedules operation of manufacturing system units and the interpreter prepares appropriate instructions for the rescheduled manufacturing system units,
• wherein the manufacturing facility is further configured to receive from a customer a manufacturing order that comprises a general description of a product to be manufactured, and
• wherein the interpreter comprises a neural network that is trained to perform a mapping from the general description of the product and circumstantial information about the customer into a detailed specification of the intended geometry of the product.

A manufacturing facility comprising:

• a control system;
• and
• a manufacturing system comprising a plurality of manufacturing system units controlled by the control system according to a digital manufacturing order comprising a specification of a product to be manufactured,
• wherein the control system is configured to receive the digital manufacturing order and comprises a scheduler and an interpreter to configure the manufacturing system to perform a production process to manufacture the product in accordance with the specification in the digital manufacturing order,
• wherein the scheduler is configured to schedule operation of production units and other manufacturing system units,
• wherein the interpreter is configured to prepare instructions for the scheduled manufacturing system units,
• wherein each of the scheduled production units is configured to perform a respective production step of the production process to provide a respective production result,
• wherein at least one production unit is a batch production unit, and wherein scheduling the batch production unit comprises allocating the batch production unit in specific time-slots to perform a common batch process as part of a production process of mutually different products,
• wherein the control system further comprises an optimizer that is configured to obtain an assessment about a production result from an automated inspection process,
• wherein, upon obtaining an assessment that indicates that a production result does not meet an assessment criterion, the optimizer specifies, in a derived manufacturing order, production step(s) that need to be repeated to improve the production result, such that the control system performs reconfiguring of the manufacturing system so as to repeat one or more of the respective production steps involved in manufacturing the product as specified,
• wherein the scheduler, in accordance with the reconfiguring, reschedules operation of manufacturing system units and the interpreter prepares appropriate instructions for the rescheduled manufacturing system units,
• wherein the control system is configured to reconfigure the manufacturing system to reassemble a production result from constituent parts of the production result,
• wherein the optimizer is configured to provide an optimized specification of the product that differs from the specification in the digital manufacturing order and is based on the specification in the digital manufacturing order and the assessment of the production result, and
• wherein the control system is configured to reconfigure the manufacturing system to repeat all steps of the production process involved in manufacturing the product in accordance with the optimized specification of the product.

A manufacturing facility comprising:

• a control system;
• and
• a manufacturing system comprising a plurality of manufacturing system units controlled by the control system according to a digital manufacturing order comprising a specification of a product to be manufactured,
• wherein the control system is configured to receive the digital manufacturing order and comprises a scheduler and an interpreter to configure the manufacturing system to perform a production process to manufacture the product in accordance with the specification in the digital manufacturing order,
• wherein the scheduler is configured to schedule operation of production units and other manufacturing system units,
• wherein the interpreter is configured to prepare instructions for the scheduled manufacturing system units,
• wherein each of the scheduled production units is configured to perform a respective production step of the production process to provide a respective production result,
• wherein at least one production unit is a batch production unit, and wherein scheduling the batch production unit comprises allocating the batch production unit in specific time-slots to perform a common batch process as part of a production process of mutually different products,
• wherein the control system further comprises an optimizer that is configured to obtain an assessment about a production result from an automated inspection process,
• wherein, upon obtaining an assessment that indicates that a production result does not meet an assessment criterion, the optimizer specifies, in a derived manufacturing order, production step(s) that need to be repeated to improve the production result, such that the control system performs reconfiguring of the manufacturing system so as to repeat one or more of the respective production steps involved in manufacturing the product as specified,
• wherein the scheduler, in accordance with the reconfiguring, reschedules operation of manufacturing system units and the interpreter prepares appropriate instructions for the rescheduled manufacturing system units,
• wherein the control system is configured to reconfigure the manufacturing system to repeat a post-processing step,
• wherein the optimizer is configured to provide an optimized specification of the product that differs from the specification in the digital manufacturing order and is based on the specification in the digital manufacturing order and the assessment of the production result, and
• wherein the control system is configured to reconfigure the manufacturing system to repeat all steps of the production process involved in manufacturing the product in accordance with the optimized specification of the product.

A manufacturing facility comprising:

• a control system;
• and
• a manufacturing system comprising a plurality of manufacturing system units controlled by the control system according to a digital manufacturing order comprising a specification of a product to be manufactured,
• wherein the control system is configured to receive the digital manufacturing order and comprises a scheduler and an interpreter to configure the manufacturing system to perform a production process to manufacture the product in accordance with the specification in the digital manufacturing order,
• wherein the scheduler is configured to schedule operation of production units and other manufacturing system units,
• wherein the interpreter is configured to prepare instructions for the scheduled manufacturing system units,
• wherein each of the scheduled production units is configured to perform a respective production step of the production process to provide a respective production result,
• wherein at least one production unit is a batch production unit, and wherein scheduling the batch production unit comprises allocating the batch production unit in specific time-slots to perform a common batch process as part of a production process of mutually different products,
• wherein the control system further comprises an optimizer that is configured to obtain an assessment about a production result from an automated inspection process,
• wherein, upon obtaining an assessment that indicates that a production result does not meet an assessment criterion, the optimizer specifies, in a derived manufacturing order, production step(s) that need to be repeated to improve the production result, such that the control system performs reconfiguring of the manufacturing system so as to repeat one or more of the respective production steps involved in manufacturing the product as specified,
• wherein the scheduler, in accordance with the reconfiguring, reschedules operation of manufacturing system units and the interpreter prepares appropriate instructions for the rescheduled manufacturing system units,
• wherein the scheduler is further configured to reschedule operation of production units and other manufacturing system units upon receipt of a new digital manufacturing order,
• wherein the optimizer is configured to provide an optimized specification of the product that differs from the specification in the digital manufacturing order and is based on the specification in the digital manufacturing order and the assessment of the production result, and
• wherein the control system is configured to reconfigure the manufacturing system to repeat all steps of the production process involved in manufacturing the product in accordance with the optimized specification of the product.