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Inline noncontact compensation of the declining rolling friction coefficient (fr) of rolling rotating equipment in contaminated conditions is still a challenge. Herein, it is verified that fr of magnetorheological elastomers (MREs) under common industrial pollution can be real‐time contactless compensation by magnetic field. Experimental results show that the MRE–copper ball friction pair in water...