THe key bit of info here is the intention to install warning signs, (but not doing so before the LTN was established, because this indicates the inadequacy of the signage. If you're prepared to stand your ground and risk the full PCN penalty, take them to adjudication. However, a win is not guaranteed, I'm afraid. Apart from the missing warnings, you look bang-to-rights, frankly.