Resin viscosity detection in additive manufacturing
A method of measuring the viscosity of a resin in a bottom-up additive manufacturing apparatus, includes the steps of: (a) providing an additive manufacturing apparatus including a build platform and a light transmissive window, said build platform and said window defining a build region there between, with said window carrying a resin; (b) advancing said build platform and said window towards one another until said build platform contacts said resin; (c) detecting the force exerted on said build platform by said resin; and (d) generating in a processor a viscosity measure of said resin from said detected force.
1. A method comprising the steps of:
(a) providing a bottom-up additive manufacturing apparatus including a build platform and a light transmissive window, said build platform and said window defining a build region there between, with said window carrying a resin;
(b) advancing said build platform and said window towards one another until a surface of said build platform facing said window contacts said resin;
(c) detecting the force exerted on said build platform by said resin using a force sensor arranged against a side of said build platform opposing said surface; and
(d) generating in a processor a viscosity measure of said resin using said detected force and position time series data of said platform.
2. The method of claim 1 , wherein said generating is carried out with an empirical model.
3. The method of claim 1 , wherein said generating is carried out with a regression model.
4. The method of claim 1 , wherein said generating is carried out with a machine learned model.
5. The method of claim 1 , wherein said apparatus further includes a force sensor operatively associated with said light transmissive window, and said detecting step includes detecting force exerted on said force sensor operatively associated with said window.
6. The method of claim 1 , wherein said force sensor comprises a strain gauge.
7. The method of claim 1 , wherein said window is stationary in the lateral (X, Y) dimensions.
8. The method of claim 1 , wherein said window is permeable to oxygen.
9. The method of claim 1 , further comprising:
(a) recording said viscosity measure in association with a resin batch identity; and
(b) producing an object on said build platform of said additive manufacturing apparatus, wherein said producing is modified based on said viscosity measure.