Use URI.escape
require 'uri'enc_uri = URI.escape("http://example.com/?a=\11\15")p enc_uri# => "http://example.com/?a=%09%0D"
require 'uri'enc_uri = URI.encode_base64("http://example.com/?a=\11\15")p enc_uri