Systems, Methods, and Media for Manufacturing Processes

A multi-step manufacturing method, comprising:

• receiving, by a computing system from a monitoring platform of a manufacturing system, an image of a product at a station of one or more stations, each station configured to perform a step of a multi-step manufacturing process;
• generating, by the computing system, a state encoding for the product based on the image of the product;
• determining, by the computing system, based on the state encoding and the image of the product that a final quality metric of the product is not within a range of acceptable values;
• and
• based on the determining, adjusting by the computing system, control logic for at least a following station, wherein the adjusting comprising a corrective action to be performed by the following station.

A three-dimensional (3D) printing system, comprising:

• a processing station configured to deposit a plurality of layers to form a product;
• a monitoring platform configured to monitor progression of the product throughout a deposition process;
• and
• a control module configured to dynamically adjust processing parameters for each layer of the plurality of layers to achieve a desired final quality metric for the product, the control module configured to perform operations, comprising:
• receiving, from the monitoring platform, an image of the product after a layer has been deposited;
• generating, by the control module, a state encoding for the product based on the image of the product;
• determining, by the control module, based on the state encoding and the image of the product that the final quality metric is not within a range of acceptable values;
• and
• based on the determining, adjusting, by the control module, control logic for depositing at least a following layer of the plurality of layers, wherein the adjusting comprising a corrective action to be performed during deposition of the following layer.