Well, there are indeed many "rules" regarding the usage of those conjunctive particles, e.g., のに is hardly used when the main clause is a strong mood such like order, invitation or determination, ため(に) is only used for a fixed fact (an event that already happened or that will no doubt happen), but it's not that simple something like から is for this case, and て is for that case, as already pointed out. Think about if you are asked by an English learner about the difference between 'because', 'since' and 'so' in English. How do you explain "'since' means 'because' in these cases, whereas it's 'from' in these cases" or "'while' means 'during' in these cases, and it's an adversative conjunction in these cases". Your request equals to ask us for writing an entire chapter of a grammar textbook (and that's exactly why I asked if you have a textbook).