Python-based fuzzy logic in Automatic Washer control system

preprint OA: closed CC-BY-4.0
📄 Open PDF View at publisher

Abstract

We all wash our clothes on a daily basis. Traditionally, washing has been done by hand. However, today's technology has advanced greatly, and all manual labor has been replaced by machines. The washing machine is one such invention that allows consumers to conserve time, energy, and water. A fuzzy logic control system has been designed in response to human needs. A form of reasoning system known as fuzzy logic justifies YES or NO dependent on the input. These days, artificial intelligence (AI) is primarily used in automated products to mimic human thought. Many of the devices we use every day, including washing machines, air conditioners, satellites, unmanned aerial aircraft, traffic control systems, transmission systems, anti-lock brake systems (ABS), etc., utilize fuzzy logic problems. Python provides a straightforward answer to the fuzzy logic issue for the washing machine context. Until now, MATLAB was used to construct fuzzy logic problems for washing machines. However, Python logic is used in this, which mitigates the drawbacks of fuzzy logic in MATLAB. The type of clothing, level of grime, and load of clothing are the inputs for this procedure, and the wash time, RPM, dry time, and temperature are the outputs. This goal is used to cut down on the amount of time, energy, and water needed to wash clothes. The outcome of this simulation demonstrates that this washing machine offers a high-quality wash.

My notes (saved in your browser only)

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. The paper's references may be in our DB but unresolved to ``paper_id`` (resolution happens at ingest when the cited DOI matches a row we already have). Run the cross-source citation reconcile pass to retry.

Source provenance

europepmc
last seen: 2026-05-19T01:45:01.086888+00:00
unpaywall
last seen: 2026-05-22T02:00:06.705733+00:00
License: CC-BY-4.0