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Biomedical Engineering and Bioengineering

Cleveland State University

Kalman filtering

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Full-Text Articles in Engineering

State Estimation Based On Nested Particle Filters, Swathi Srinivasan Jan 2013

State Estimation Based On Nested Particle Filters, Swathi Srinivasan

ETD Archive

In reality many processes are nonlinear and in order to have a knowledge about the true process conditions, it is important to make decisions based on the state of the system. Process measurements such as pressure, temperature, and pH, are available at time instances and this information is necessary in order to obtain the state of the system. Filtering is a state estimation technique by which the estimate is obtained at a time instant, given the process measurements at their respective time instances. Several lters have been developed so far for the estimation of the states of the system. Kalman …


Nonlinear State Estimation In Polymer Electrolyte Membrane Fuel Cells, Uma Tumuluri Jan 2008

Nonlinear State Estimation In Polymer Electrolyte Membrane Fuel Cells, Uma Tumuluri

ETD Archive

Research on alternative and renewable energy sources which are amicable to the environment has gained momentum because of the growing concern about the tremendous increase in the concentration of toxic and green house gases and scarcity of the fossil fuels. Among the available renewable sources, fuel cell technology has received a high research attention due to their high efficiency and superior reliability. Among the various fuel cells available, Polymer electrolyte membrane fuel cell is promising source for both stationary and mobile applications because of its high efficiency and low operating temperatures. The performance of the fuel cell depends on the …