Can aluminum and hydrochloric acid be used to generate hydrogen gas?
Yes. See this video for a demonstration. 

The reaction is:
$$\ce{ 2Al (s) + 6 HCl (aq) -&gt; 2AlCl3 (s) + 3H2(g)}$$

You can capture the hydrogen and proceed with your experiments.