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This work investigates the characteristics of cyclic combustion dynamics of lean/diluted SI, HCCI, and
RCCI engines. Nonlinear dynamical and chaotic methods such as bifurcation diagrams, phase space
reconstruction, recurrence plots, and symbolization, along with statistical methods, are employed to
analyze the cyclic dynamics represented by cycle-resolved combustion data. At first, methods are used
to test their ability to reveal the inherent determinism in cyclic combustion dynamics of SI engines as
represented by a discrete noisy nonlinear dynamic model. Later these methods are used to investigate
the deterministic characteristic underlying cyclic combustion dynamics of HCCI and RCCI engines.
More than four periods are observed in bifurcation diagrams corresponding to a lean and diluted charge
operation of the SI engine which is hidden by the noisy components. At highly lean/diluted operation,
the complex chaotic behavior is observed in bifurcation diagrams and phase space trajectories.
Recurrence plot-based analysis successfully captures the determinism underlying the cyclic combustion
dynamics of SI engines as represented by the nonlinear model. Effects of changing intake charge
temperature, relative air-fuel ratio, and engine speed are observed on the dynamical transitions in the
HCCI engine, while for the RCCI engine, it is done for changing diesel injection timings and mass of
the port-injected fuel at a constant engine speed. Deterministic features in combustion dynamics are
improved whenever combustion phasing is retarded. Retarded combustion phasing can be due to
reduced intake temperature or increased relative air-fuel ratio in HCCI engine or advanced diesel
injection timing, or increased low reactivity port-injected fuel mass. Deterministic periodic-2 and 4
behaviours are observed in HCCI and RCCI engines when the charge becomes overall or locally lean.
The shift from conventional dual-fuel to RCCI mode was coupled with the onset of period-2
bifurcations. Deterministic features of the location of maximum in-cylinder pressure are also
investigated and compared with combustion phasing. Also, the changes in interactions between
combustion phasing and location of maximum pressure are investigated for changing operating
conditions to understand the applicability of the latter as a feedback signal in model-predictive control
due to its low computation cost. Although deterministic features dominate, the correlation between
combustion phasing and location of maximum pressure is reduced when the charge is made highly
leaner. HCCI operation with a moderately lean charge and RCCI operation with a moderately advanced
diesel injection timing is suitable for getting the benefits of using a computationally cheap parameter,
i.e., location of maximum pressure as a feedback signal for model predictive control applications. |
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