Closed loop print process adjustment based on real time feedback
In some embodiments, a photoreactive 3D printing system and methods comprise providing a system with a resin tub comprising a membrane, wherein the membrane rests on a physical tension element such that increasing downward force on the resin tub induces increasing tension on the membrane. The system also comprises a plurality of sensors comprising a resin bulk temperature sensor, and a print recipe comprising information for each layer in a 3D printed part to be built on the print platform. In some embodiments, a resin bulk temperature is measured, and the information in the print recipe, including information related to the downward force on the resin tub, is updated during a printing run based on the resin bulk temperature measurement. In some embodiments, the print recipe can be updated during a printing run based on input from at least two sensors of the plurality of sensors.
1. A photoreactive 3D printing system, comprising:
a chassis;
an elevator system movably coupled to the chassis, wherein the elevator system comprises elevator arms;
a z-stage coupled to the elevator system;
a print platform mounted to the elevator arms;
a resin tub attached to the chassis, wherein the resin tub comprises a membrane;
a tension apparatus configured to induce a membrane tension on the membrane;
a volume of resin confined by the resin tub and the membrane;
an illumination system;
a plurality of sensors comprising:
a z-stage position sensor;
a resin tub vertical displacement sensor;
an accelerometer; and
a thermal image sensor configured to measure a temperature distribution of the volume of resin; and
a print recipe comprising information for layers in a 3D printed part to be built, wherein the print recipe comprises one or more of build geometry, illumination energy, exposure time per layer, wait time between layers, print platform position, print platform movement, print platform velocity, print platform acceleration, resin tub position, resin tub force, resin chemical reactivity, and resin viscosity,
wherein the photoreactive 3D printing system is configured to update the print recipe during a printing run based on input from at least two sensors of the plurality of sensors.
2. The photoreactive 3D printing system of claim 1 , wherein the tension apparatus further comprises a physical tension element configured to induce the membrane tension on the membrane.
3. The photoreactive 3D printing system of claim 1 , wherein the tension apparatus further comprises a tension ring configured to induce the membrane tension on the membrane.
4. The photoreactive 3D printing system of claim 1 , further comprising a print platform force sensor, wherein the photoreactive 3D printing system is further configured to update the print platform movement in the print recipe during the printing run based on an amount of print platform force on the print platform measured by the print platform force sensor.
5. The photoreactive 3D printing system of claim 1 , wherein the photoreactive 3D printing system is further configured to update the print platform movement in the print recipe during the printing run based on the position of the print platform measured by the z-stage position sensor.
6. The photoreactive 3D printing system of claim 1 , wherein the photoreactive 3D printing system is further configured to update the illumination energy in the print recipe during the printing run based on the temperature distribution of the volume of resin measured by the thermal image sensor.
7. A photoreactive 3D printing system, comprising:
a chassis;
an elevator system movably coupled to the chassis, wherein the elevator system comprises elevator arms;
a z-stage coupled to the elevator system;
a print platform mounted to the elevator arms;
a resin tub attached to the chassis, wherein the resin tub comprises a membrane;
a volume of resin confined by the resin tub and the membrane;
an illumination system;
a plurality of sensors comprising:
a z-stage position sensor;
a z-stage acceleration sensor;
a resin tub vertical displacement sensor;
an accelerometer; and
a thermal image sensor configured to measure a temperature distribution of the volume of resin; and
a print recipe comprising information for layers in a 3D printed part to be built, wherein the print recipe comprises one or more of build geometry, illumination energy, exposure time per layer, wait time between layers, print platform position, print platform movement, print platform velocity, print platform acceleration, resin tub position, resin tub force, resin chemical reactivity, and resin viscosity,
wherein the photoreactive 3D printing system is configured to update the print recipe during a printing run based on input from at least two sensors of the plurality of sensors.
8. The photoreactive 3D printing system of claim 7 , further comprising a print platform force sensor, wherein the photoreactive 3D printing system is further configured to update the print platform movement in the print recipe during the printing run based on an amount of print platform force on the print platform measured by the print platform force sensor.
9. The photoreactive 3D printing system of claim 7 , wherein the photoreactive 3D printing system is further configured to update the print platform movement in the print recipe during the printing run based on the position of the print platform measured by the z-stage position sensor.
10. The photoreactive 3D printing system of claim 7 , wherein the photoreactive 3D printing system is further configured to update the illumination energy in the print recipe during the printing run based on the temperature distribution of the volume of resin measured by the thermal image sensor.
11. The photoreactive 3D printing system of claim 7 , wherein the photoreactive 3D printing system is further configured to update the print platform movement in the print recipe during the printing run based on the print platform acceleration measured by the z-stage acceleration sensor.
12. The photoreactive 3D printing system of claim 7 , wherein the photoreactive 3D printing system is further configured to abort the printing run based on a physical movement of the photoreactive 3D printing system exceeding a predetermined threshold, wherein the physical movement of the photoreactive 3D printing system is measured by the accelerometer during the print run.
13. The photoreactive 3D printing system of claim 7 , further comprising a print platform force sensor and a resin bulk temperature sensor, wherein the photoreactive 3D printing system is further configured to update the resin tub position and the resin tub force during the printing run based on measurements from the resin tub vertical displacement sensor, the print platform force sensor, and the resin bulk temperature sensor.