This paper reviews a variety of problems related to modeling and identification of a BP-1150 boiler proper operating at the "Opole" Electric Power Station. Firstly, we recall a mathematical model based on physical equations governing the process and leading to transfer function descriptions of the boiler proper. Secondly, we refer to new algorithms for frequency-domain identification of the plant. Thirdly, we develop a strategy for effective on-line identification of the plant considered as a classical, linear time-varying multi-input multi-output system. Finally, we present a new methodology for on-line identification of the boiler proper treated as a complex-structure (or interconnected) system.
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