Benchmark problems for nonlinear system identification and control using Soft Computing methods: Need and overview
Collection of 13 benchmark problems described in detail in standardized way. General assessment criteria as well as problem-specific tests specified. Benchmarks span from simple artificial systems to complex entire industrial plants. Many domains covered incl. drives, mechatronics, chemical plants, wind turbines. Examples of use in Soft Computing community are provided for each problem.
benchmarking nonlinear system identification nonlinear control