Algorithms for clustering data
Algorithms for clustering data
Structure identification of fuzzy model
Fuzzy Sets and Systems
Knowledge acquisition: principles and guidelines
Knowledge acquisition: principles and guidelines
The Frisch scheme in dynamic system identification
Automatica (Journal of IFAC) - Identification and system parameter estimation
Neural networks for control systems: a survey
Automatica (Journal of IFAC)
Computer-assisted reasoning in cluster analysis
Computer-assisted reasoning in cluster analysis
Fuzzy sets and fuzzy logic: theory and applications
Fuzzy sets and fuzzy logic: theory and applications
Neurofuzzy adaptive modelling and control
Neurofuzzy adaptive modelling and control
Fuzzy Modeling for Control
Pattern Recognition with Fuzzy Objective Function Algorithms
Pattern Recognition with Fuzzy Objective Function Algorithms
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This paper proposes a fuzzy modelling approach oriented to the design of a fuzzy controller for regulating the fresh airflow of a real diesel engine. This strategy has been suggested for enhancing the regulator design that could represent an alternative to the standard embedded BOSCH controller, already implemented in the Engine Control Unit (ECU), without any change to the engine instrumentation. The air systemcontroller project requires the knowledge of a dynamic model of the diesel engine, which is achieved by means of the suggested fuzzy modelling and identification scheme. On the other hand, the proposed fuzzy PI controller structure is straightforward and easy to implement with respect to different strategies proposed in literature. The results obtained with the designed fuzzy controller are compared to those of the traditional embedded BOSCH controller.