US 11,887,825 B2
Control method and plasma processing apparatus
Mikio Sato, Nirasaki (JP); Eiki Kamata, Nirasaki (JP); and Taro Ikeda, Nirasaki (JP)
Assigned to TOKYO ELECTRON LIMITED, Tokyo (JP)
Filed by Tokyo Electron Limited, Tokyo (JP)
Filed on Oct. 21, 2020, as Appl. No. 17/076,463.
Claims priority of application No. 2019-195656 (JP), filed on Oct. 28, 2019.
Prior Publication US 2021/0125814 A1, Apr. 29, 2021
Int. Cl. H01L 21/26 (2006.01); H01J 37/32 (2006.01); H01L 21/67 (2006.01); C23C 16/50 (2006.01); C23C 16/52 (2006.01); H01L 21/66 (2006.01)
CPC H01J 37/32972 (2013.01) [C23C 16/50 (2013.01); C23C 16/52 (2013.01); H01J 37/3222 (2013.01); H01L 21/67069 (2013.01); H01L 21/67253 (2013.01); H01L 22/26 (2013.01); H01J 2237/332 (2013.01); H01J 2237/334 (2013.01)] 11 Claims
OG exemplary drawing
 
1. A method of controlling a scanning-type plasma processing apparatus using a phased array antenna, the method comprising:
observing light emission of plasma generated inside a processing container through observation windows provided at multiple positions in the processing container;
calculating an in-plane distribution of values representing characteristics of the plasma on a substrate, based on data on the observed light emission of the plasma; and
correcting at least one or more of a scanning pattern or a plasma density distribution of the plasma based on the calculated in-plane distribution of the values representing the characteristics of the plasma on the substrate,
wherein the correcting the at least one or more of the scanning pattern or the plasma density distribution of the plasma includes: predicting a change in an objective function representing the plasma density distribution and determining a result of the correcting the at least one or more of the scanning pattern or the plasma density distribution of the plasma, by inputting, to an inference device incorporating a learning-completed model obtained by learning a change in the objective function according to an elapsed time of the plasma processing apparatus, power and phase output from at least one antenna part of the phased array antenna, the elapsed time, and the objective function.