The short of it is 'yes, asteroids contain the elements needed to make concrete.'
A typical asteroid contains
Oxygen 36%
Iron 26%
Silicon 18%
Magnesium 14%
Aluminum 1.5%
Nickel 1.4%
Calcium 1.3%
And hydraulic cement is made from any of
Belite (2CaO·SiO2);
Alite (3CaO·SiO2);
Tricalcium aluminate (3CaO·Al2O3) (historically, and still occasionally, called 'celite');
Brownmillerite (4CaO·Al2O3·Fe2O3).
And there is overlap between what is needed and what is available.
The long of it is, just because the elements are there, does not mean they can be extracted and then combined into the necessary chemical form.
Cement is a binder, that binds aggregate into a solid structure. We use lime based cements and the above hydraulic cements, mainly because of their abundant availability and ease of extraction. Calcium, in fact, is widely available in the form of limestone throughout the world. But that is not to say that exotic cements could not be formulated using other elements.
The problem, I posit, will not be in the materials, but in the curing. Concrete does not dry, it cures. That is, it depends on oxygen in the atmosphere to complete the chemical reaction. Hydraulic cement depends on water. So building concrete structures in a vacuum presents a considerable challenge.
However, engineers HAVE considered using concrete as a building material on a space station using raw materials shipped up from the moon.
Why would you need to use cement? Metal isn't exactly in short supply on asteroids, and it's stronger and more airtight than concrete. – Gryphon – 2019-02-15T16:35:29.553
If you must have concrete, then some form of geopolymer cement may be more easily made with raw materials available on a common or garden asteroid. And concrete does not contain "dry cement"; when the concrete is made the cement is surely wet, and after it sets it is no longer cement.
– AlexP – 2019-02-15T16:37:25.050You're not going to build structures like Earth and you don't need the same qualities as concrete has. You'll most likely tunnel and seal the resulting tunnel system with airtight materials (far into the future, that could/would be something beyond our current understanding of materials science and engineering. – StephenG – 2019-02-15T19:45:49.493
I removed [space] as a tag because I needed to make room for [asteroids]. It seemed like the best choice. But feel free to fix it if you don't like my choices. – Cyn says make Monica whole – 2019-02-15T23:34:58.690