This work investigates the ability of a planning system called Advisor
to satisfy the requirements posed by complex application domains. Thi
s paper concentrates on a complex domain that concerns the planning of
cargo handling operations for chemical carriers, and identifies the k
ey issues of this domain in correspondence to the requirements of comp
lex domains. Advanced expressiveness, representation and handling of t
emporal information in a symbolic and quantitative way, user interacti
on and utilization of appropriate knowledge structures for increasing
efficiency, are among the issues under consideration. Advisor has been
constructed in a three level modular architecture, enabling users to
interact directly with each level. The main module is the TRL-Planner
which is supported by the Symbolic Constraint Solver (SCS) and the Tem
poral Reference Language interpreter (TRLi).