4,356 research outputs found

    PRIMJENA NAPREDNIH RAČUNALNIH TEHNOLOGIJA U MODELIRANJU I UPRAVLJANJU POMORSKIH SUSTAVA

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    The paper deals with some application possibilities of advanced computing technologies in marine systems modelling and control. New computing technologies and techniques like fuzzy logic (FL), expert systems (ES), artificial neural networks (ANN), genetic algorithms (GA), object oriented programming (OOP) offer new, extended possibilities to identification, modelling and control of dynamic systems. This paper presents some possibilities of practical use of advanced computing technologies applied to the modelling and control of marine diesel engines. The emphasis is put on two well recognised techniques, fuzzy logic and expert systems. Some application examples are illustrated in the paper to show effectivness of using such methods and techniques in marine diesel engine modelling and control.U radu se daju neke mogućnosti primjena novih računalnih tehnologija u modeliranju i upravljanju sustava u pomorstvu. Nove računalne tehnologije i tehnike kao: neizrazita logika (FL), ekspertni sustavi (ES), umjetne neuronske mreže (ANN), genetički algoritmi (GA), objektno orjentirano programiranje (OOP) pružaju nove proširene mogućnosti za identifikaciju, modeliranje i upravljanje dinamičkih sustava. U ovom radu prezentiraju se neke od mogućnosti praktičnog iskorištenja naprednih računalnih tehnologija s primjenom u svrhe modeliranja i upravljanja drodskih dizelskih strojeva. Naglasak se u radu daje na dvije priznate i dobro prihvaćene tehnike, neizrazite logike i ekspertnih sustava. U radu se daje nekoliko primjera primjene ovih tehnika i metoda, te pokazuje njihova učinkovitost

    Towards marine dual fuel engines digital twins - integrated modelling of thermodynamic processes and control system functions

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    This study aims at developing an integrated model that combines detailed engine thermodynamic modelling and the control system functional modelling paving the way towards the development of fidel digital twins. To sufficiently represent the combustion process, a multi-Wiebe function approach was employed along with a database for storing the Wiebe functions parameters and the use of quadratic interpolation. The developed model was employed for the systematic investigation of a marine four-stroke dual fuel engine response during demanding transient operation with modes switching and load changes. The derived results are analysed for identifying the engine critical components and their effect on the engine operational limitations. The results demonstrate that the developed model can sufficiently represent the engine and its subsystems/components behaviour and effectively capture the engine control systems functionality. The appropriate turbocharger matching along with the sufficient design of the exhaust gas waste gate valve and fuels control systems are crucial for ensuring the smooth engine operation of dual fuel engines

    A comparison of advanced heat recovery power cycles in a combined cycle for large ships

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    Strong motivation exists within the marine sector to reduce fuel expenses and to comply with ever stricter emission regulations. Heat recovery can address both of these issues. The ORC (organic Rankine cycle), the Kalina cycle and the steam Rankine cycle have received the majority of the focus in the literature. In the present work we compare these cycles in a combined cycle application with a large marine two-stroke diesel engine. We present an evaluation of the efficiency and the environmental impact, safety concerns and practical aspects of each of the cycles. A previously validated numerical engine model is combined with a turbocharger model and bottoming cycle models written in Matlab. Genetic algorithm optimisation results suggest that the Kalina cycle possess no significant advantages compared to the ORC or the steam cycle. While contributing to very high efficiencies, the organic working fluids possess high global warming potentials and hazard levels. It is concluded that the ORC has the greatest potential for increasing the fuel efficiency, and the combined cycle offers very high thermal efficiency. While being less efficient, the steam cycle has the advantages of being well proven, harmless to the environment as well as being less hazardous in comparison
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