One possible solution is as follows
(declare-fun x00 () Real)
(declare-fun x01 () Real)
(declare-fun x10 () Real)
(declare-fun x11 () Real)
(declare-fun t0init () Real)
(declare-fun z0init0 () Real)
(declare-fun z0init1 () Real)
(define-fun conjecture () Bool
(and (>= t0init 0) (= (+ x00 z0init0) x10) (= (+ x01 z0init1) x11)))
(assert (exists ((x00 Real) (x01 Real)) conjecture))
(check-sat)
and the corresponding output is
sat
I am not sure if the quantifier elimination that you need will work with Z3. Maybe for your problem "Redlog" of "Reduce" is the better option. All the best.