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The phrase "by machinery" is grammatically correct and can be used in written English.
It is typically used to describe how something is done or accomplished using machines or mechanical devices. Example: The factory produces its products efficiently and quickly by machinery, reducing the need for manual labor.
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You are surrounded by machinery and piping.
"Nowadays they do it all by machinery.
The baby was unfettered by machinery.
Workers have aching backs and hands warped by machinery.
This was the age of the craftsman makers, but they were to be superseded by machinery.
Meanwhile, other researchers have been building tiny motors inspired by machinery inside living cells.
But this has the feeling of a grand idea kneaded to death by machinery.
Spared regular drenchings in toxic chemicals and disturbance by machinery, weeds, grubs and bugs all thrived.
It remains a symbol of power and pageantry but has been largely supplanted by machinery.
Never would he work in a frigid kitchen chilled by machinery.
Loud noises, such as those produced by machinery and booming stereos, can knock them away.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com