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Policy Iteration Approach to Control Residual Gas Fraction in IC Engines Under the Framework of Stochastic Logical Dynamics

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Indexed by:期刊论文

Date of Publication:2017-05-01

Journal:IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Included Journals:SCIE、EI

Volume:25

Issue:3

Page Number:1100-1107

ISSN No.:1063-6536

Key Words:Internal combustion (IC) engines; policy iteration; residual gas; semitensor product; stochastic multivalued logical dynamics

Abstract:This brief investigates the cycle-to-cycle transient behavior of the residual gas fraction (RGF) in terms of systems theory and proposes a multivalued logic-based optimal control strategy for the attenuation of RGF fluctuation. First, an incylinder pressure-based method for measuring RGF is provided, and the stochastic properties of the RGF are examined based on statistical data obtained by conducting experiments on a full-scale internal combustion engine test bench. Based on the observation of the experiment, a stochastic logical transient model is proposed to represent the cycle-to-cycle transient behavior of the RGF. Then, an optimal feedback control law, which targets the rejection of the RGF fluctuation, is derived using the policy iteration algorithm. Finally, the experimental result is demonstrated to show the effectiveness of the proposed optimal control law.

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