Method and system for topographical based inspection and process control for additive manufactured parts
US-2018099333-A1 · Apr 12, 2018 · US
US11712852B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11712852-B2 |
| Application number | US-202117164430-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 1, 2021 |
| Priority date | Jun 23, 2016 |
| Publication date | Aug 1, 2023 |
| Grant date | Aug 1, 2023 |
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A device for an adjustment of a heater control includes a nominal parameter provision unit designed such that it provides at least one nominal parameter value, an actual parameter detection unit designed such that it is able to detect for at least one of the nominal parameter values the corresponding actual parameter value in a heater control or in an additive manufacturing device, wherein an actual parameter value is the actual value of a controlled variable and/or the actual value of its change with time and/or the actual value of a heater parameter and/or the actual value of its change with time, and a control change unit that automatically changes at least one control parameter value, if a predefined difference between the nominal parameter value and its corresponding actual parameter value is exceeded.
Opening claim text (preview).
The invention claimed is: 1. A control device for adjusting a heater control in an additive manufacturing apparatus that builds one or more objects at a time through a layer-wise application of building material, each new layer being on top of and solidified to a previous underlying layer, with a plurality of building material layers corresponding to cross-sections of the one or more objects, the building material being heated prior to solidifying by a heating device controlled by the heater control, a functioning of the heater control being defined by at least one control parameter, wherein the control device comprises: a nominal parameter provision unit for providing at least one nominal parameter value selected from one or more of a setpoint of a controlled variable of the heater control, a setpoint of a change of the controlled variable with time, a setpoint of a heater parameter, and/or a setpoint of a change in the heater parameter with time, the at least one nominal parameter value being predetermined and stored in and/or input into the heating device; an actual parameter detection unit for detecting at least one actual parameter value corresponding to the at least one nominal parameter value during the heating process, the at least one actual parameter value being one or more of an actual value of the controlled variable, an actual value of a change of the controlled variable with time, an actual value of the heater parameter, and/or an actual value of a change in the heater parameter with time; a control change unit adapted to change the at least one control parameter value by: comparing the at least one nominal parameter value to the at least one actual parameter value; determining that the at least one actual parameter value falls outside a deviation from the at least one nominal parameter value; and automatically changing the at least one control parameter value to bring the temperature of a building material layer being solidified within a control region Tactual+−deltaT, where Tactual is a working temperature and deltaT is a change in temperature over a specific period of time, the at least one control parameter being a maximum heating power of the heater device, a maximum or minimum change of the heating power of the heater device with time, the deviation, or a control type of a PID controller. 2. The device according to claim 1 , wherein the at least one control parameter is the control type of the PID controller and includes a P gain, a reset time or a derivative time of a proportional, integral or derivative term of the heater control. 3. The device according to claim 1 , wherein the at least one nominal parameter is at least one of the following quantities: a work temperature, a maximum and/or minimum change of a temperature of the building material with time, a maximum duration for the heating of the building material up to the work temperature from a start of the application of a new building material layer, and a control accuracy. 4. The device according to claim 1 , wherein the actual parameter detection unit detects a time needed for heating a newly applied building material layer up to a work temperature and the control change unit automatically changes the at least one control parameter value if a predetermined maximum heating-up time is exceeded. 5. The device according to claim 1 , wherein the control change unit includes a fuzzy control for changing the at least one control parameter value. 6. The device according to claim 1 , wherein the control change unit includes a neural network and/or an evolutionary algorithm that are/is used for changing the at least one control parameter value, wherein the neural network and/or evolutionary algorithm access actual parameter values that were previously detected. 7. An additive manufacturing apparatus that builds one or more objects at a time through a layer-wise application of building material, each new layer being on top of and solidified to a previous underlying layer, with a plurality of building material layers corresponding to cross-sections of the one or more objects, the apparatus comprising: a heating device that heats the building material; an irradiation unit that solidifies the building material after the building material is heated; a heater control that controls the heating device according to at least one control parameter; and a control unit including: a nominal parameter provision unit for providing at least one nominal parameter value selected from one or more of a setpoint of a controlled variable of the heater control, a setpoint of a change of the controlled variable with time, a setpoint of a heater parameter, and/or a setpoint of a change in the heater parameter with time, the at least one nominal parameter value being predetermined and stored in and/or input into the heating device; an actual parameter detection unit for detecting at least one actual parameter value corresponding to the at least one nominal parameter value during the heating process, the at least one actual parameter value being one or more of an actual value of the controlled variable, an actual value of a change of the controlled variable with time, an actual value of the heater parameter, and/or an actual value of a change in the heater parameter with time; a control change unit adapted to change the at least one control parameter value by: comparing the at least one nominal parameter value to the at least one actual parameter value; determining that the at least one actual parameter value falls outside a deviation from the at least one nominal parameter value; and automatically changing the at least one control parameter value to bring the temperature of a building material layer being solidified within a control region Tactual+−deltaT, where Tactual is a working temperature and deltaT is a change in temperature over a specific period of time, the at least one control parameter being a maximum heating power of the heater device, a maximum or minimum change of the heating power of the heater device with time, the deviation, or a control type of a PID controller. 8. The apparatus according to claim 7 , wherein the at least one control parameter is the control type of the PID controller and includes a P gain, a reset time or a derivative time of a proportional, integral or derivative term of the heater control. 9. The apparatus according to claim 7 , wherein the at least one nominal parameter is at least one of the following quantities: a work temperature, a maximum and/or minimum change of a temperature of the building material with time, a maximum duration for the heating of the building material up to the work temperature from a start of the application of a new building material layer, and a control accuracy. 10. The apparatus according to claim 7 , wherein the actual parameter detection unit detects a time needed for heating a newly applied building material layer up to a work temperature and the control change unit automatically changes the at least one control parameter value if a predetermined maximum heating-up time is exceeded. 11. The apparatus according to claim 7 , wherein the control change unit includes a fuzzy control for changing the at least one control parameter value. 12. The apparatus according to claim 7 , wherein the control change unit includes a neural network and/or an evolutionary algorithm that are/is used for changing the at least one control parameter value, wherein the neural network and/or evolutionary algorithm access actual parameter values that were previously detected.
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