With the launch of a new oversight subcommittee focusing on the Obama administration’s energy and environmental policies and House passage of the Regulatory Accountability Act, House lawmakers are putting the Environmental Protection Agency (EPA) and other agencies on notice: Business as usual is over.

In both the Clean Air Act and Clean Water Act,...