Consumable part monitoring in chemical mechanical polisher
A polishing apparatus includes a polishing station to hold a polishing pad, a carrier head to hold a substrate in contact with a polishing pad at the polishing station, a camera positioned to capture an image of a lower surface of a consumable part when the consumable part moves away from the polishing pad, and a controller configured to perform an image processing algorithm on the image to determine whether the consumable part is damaged. The consumable part can be a retaining ring on a carrier head, or a conditioner disk on a conditioner head.
1. A polishing apparatus, comprising:
a polishing station;
a carrier head to hold a substrate in contact with a polishing pad at the polishing station, the carrier head including a retaining ring;
a camera positioned to capture an image of a lower surface of the retaining ring when the carrier head moves away from the polishing pad; and
a controller configured to perform an image processing algorithm on the image to determine whether the lower surface of the retaining ring is damaged, wherein damage comprises one or more of i) cracks, ii) chips, iii) stains, and iv) scratches.
2. The polishing apparatus of claim 1 , wherein the image processing algorithm comprises a trained machine learning algorithm.
3. The polishing apparatus of claim 1 , comprising a substrate transfer station to load and/or unload the substrate from the carrier head, wherein the carrier head is movable between the polishing station and the transfer station.
4. The polishing apparatus of claim 3 , wherein the camera is positioned to capture the image of the lower surface of the retaining ring as the carrier head moves between the polishing station and the transfer station.
5. The polishing apparatus of claim 3 , wherein the camera is positioned adjacent a platen in the polishing station.
6. The polishing apparatus of claim 3 , wherein the camera is positioned adjacent the substrate transfer station.
7. The polishing apparatus of claim 1 , wherein the camera is configured to take multiple images of the lower surface of the retaining ring as the carrier head moves.
8. The polishing apparatus of claim 7 , wherein the controller is configured to stitch the multiple images into a single image that captures an entirety of the lower surface of the retaining ring.
9. The polishing apparatus of claim 1 , wherein the controller is configured to generate an alert to an operator if the controller detects that the retaining ring is damaged.
10. A polishing apparatus, comprising:
a polishing station;
a carrier head to hold a substrate in contact with a polishing pad at the polishing station, the carrier head including a retaining ring;
a camera positioned to capture an image of a lower surface of the retaining ring when the carrier head moves away from the polishing pad wherein the camera has a field of view that captures an entirety of the lower surface of the retaining ring in a single image; and
a controller configured to perform an image processing algorithm on the image to determine whether the lower surface of the retaining ring is damaged.