Thank you for your help.
I've changed the category name 2nd part as advised and the url looks better. The double forum/forum/ is no longer in the URL.
Now the URL looks like that :
www.avi-plus.com/categories/repair-tips-forum/page-14.html#1295
I'm trying to replace the /category/ with /repair-tips/forum but to no avail up to now.
The URL should look like this:
www.avi-plus.com/repair-tips-forum/repair-tips-forum/page-14.html#1295
I had also to disable the Joomsef cache in the configuration panel as the forum page generation was completely wrong for new pages.
If you clicked on page 14 on the topic, the forum was showing 27 pages i.o 14 and the user was never able to see the real page 14.
Now with the cache disabled, it's fixed.
In fact I have disabled every cache = Server cache, System cache, Joomsef cache.