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Erschienen in: Soft Computing 10/2023

27.03.2023 | Fuzzy systems and their mathematics

Python-based fuzzy logic in automatic washer control system

verfasst von: K. Raja

Erschienen in: Soft Computing | Ausgabe 10/2023

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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 However, today's technology has advanced greatly, and all manual labor has been replaced by machines.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 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, 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.

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Literatur
Zurück zum Zitat Alshammari M, Al-Smadi M, Arqub OA, Hashim I, Alias MA (2020) Residual series representation algorithm for solving fuzzy duffing oscillator equations. Symmetry 12(4):572CrossRef Alshammari M, Al-Smadi M, Arqub OA, Hashim I, Alias MA (2020) Residual series representation algorithm for solving fuzzy duffing oscillator equations. Symmetry 12(4):572CrossRef
Zurück zum Zitat Arqub OA (2017) Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm-Volterra integrodifferential equations. Neural Comput Appl 28:1591–1610CrossRef Arqub OA (2017) Adaptation of reproducing kernel algorithm for solving fuzzy Fredholm-Volterra integrodifferential equations. Neural Comput Appl 28:1591–1610CrossRef
Zurück zum Zitat Omar Abu Arqub, Jagdev Singh, Banan Maayah and Mohammed Alhodaly (2021) Reproducing kernel approach for numerical solutions of fuzzy fractional initial value problems under the Mittag–Leffler kernel differential operator, Math Methods Appl Sci Omar Abu Arqub, Jagdev Singh, Banan Maayah and Mohammed Alhodaly (2021) Reproducing kernel approach for numerical solutions of fuzzy fractional initial value problems under the Mittag–Leffler kernel differential operator, Math Methods Appl Sci
Zurück zum Zitat Peterson Benjamin. Python 2.7.14 released. Python Insider. The Python Core Developers, 2017. Retrieved 17 September 2017. Peterson Benjamin. Python 2.7.14 released. Python Insider. The Python Core Developers, 2017. Retrieved 17 September 2017.
Zurück zum Zitat George J. Kilr and Bo Yuan, Fuzzy sets and fuzzy logic (India: PHI, 1995) George J. Kilr and Bo Yuan, Fuzzy sets and fuzzy logic (India: PHI, 1995)
Zurück zum Zitat Van Rossum Guido (2009) A brief timeline of python. The History of Python. Google, 2009. Accessed 20 January 2009 Van Rossum Guido (2009) A brief timeline of python. The History of Python. Google, 2009. Accessed 20 January 2009
Zurück zum Zitat Hetland ML (2010) Python algorithms, mastering basic algorithms in the python language, A press Learning Python, Third Edition, O'Reilly Media Hetland ML (2010) Python algorithms, mastering basic algorithms in the python language, A press Learning Python, Third Edition, O'Reilly Media
Zurück zum Zitat Kalyani Adawadkar (2017) Python programming-applications and future, Int J Adv Eng Res Develop, Special Issue Section-2017 Kalyani Adawadkar (2017) Python programming-applications and future, Int J Adv Eng Res Develop, Special Issue Section-2017
Zurück zum Zitat Omar Abu Arqub, Jagdev Singh and Mohammed Alhodaly (2021) Adaptation of kernel functions‐based approach with Atangana–Baleanu–Caputo distributed order derivative for solutions of fuzzy fractional Volterra and Fredholm integrodifferential equations, Math Methods Appl Sci Omar Abu Arqub, Jagdev Singh and Mohammed Alhodaly (2021) Adaptation of kernel functions‐based approach with Atangana–Baleanu–Caputo distributed order derivative for solutions of fuzzy fractional Volterra and Fredholm integrodifferential equations, Math Methods Appl Sci
Zurück zum Zitat Patel N (2019) Python: an open source programming language. Int J Eng Comput Sci 1(1):12–15 Patel N (2019) Python: an open source programming language. Int J Eng Comput Sci 1(1):12–15
Zurück zum Zitat Python legal statements. Python Software Foundation, 2012. Retrieved January 28 Kuhlman Dave. A Python Book: Beginning Python, Advanced Python, and Python Exercises, 2012. on 23 June Python legal statements. Python Software Foundation, 2012. Retrieved January 28 Kuhlman Dave. A Python Book: Beginning Python, Advanced Python, and Python Exercises, 2012. on 23 June
Zurück zum Zitat Raja K, and Ramathilagam S, (2021c) Automation on washing machine using fuzzy logic controller provided with three inputs and two outputs for setting the temperature of water, Proceedings of the IEEE, ISBN: 978-1-6654-1570-5 Page 1753–1759 (2021c). ISSN NO: 0018–9219 Raja K, and Ramathilagam S, (2021c) Automation on washing machine using fuzzy logic controller provided with three inputs and two outputs for setting the temperature of water, Proceedings of the IEEE, ISBN: 978-1-6654-1570-5 Page 1753–1759 (2021c). ISSN NO: 0018–9219
Zurück zum Zitat Raja K, Ramathilagam S (2019) Paddy growth analysis and disease prediction using fuzzy logic controller system. Turkish J Comput Math Edu 10(02):573–595 (ISSN NO: 1309-4653) Raja K, Ramathilagam S (2019) Paddy growth analysis and disease prediction using fuzzy logic controller system. Turkish J Comput Math Edu 10(02):573–595 (ISSN NO: 1309-4653)
Zurück zum Zitat Raja K, Ramathilagam S (2021a) Smart air conditioning system using fuzzy logic system and simulation using Matlab. Malaya J Matematik 331–333(1):ISSN NO 2321-5666 Raja K, Ramathilagam S (2021a) Smart air conditioning system using fuzzy logic system and simulation using Matlab. Malaya J Matematik 331–333(1):ISSN NO 2321-5666
Zurück zum Zitat Raja K, Ramathilagam S (2021b) Washing machine using fuzzy logic controller to provide wash quality, Soft computing, 24(15). ISSN NO 9957–9965(2021):1433–7479 Raja K, Ramathilagam S (2021b) Washing machine using fuzzy logic controller to provide wash quality, Soft computing, 24(15). ISSN NO 9957–9965(2021):1433–7479
Zurück zum Zitat Srinath KR, (2017) Python—The fastest growing programming language, Int Res J Eng Technol (IRJET) 04(12):e-ISSN: 2395-0056 Srinath KR, (2017) Python—The fastest growing programming language, Int Res J Eng Technol (IRJET) 04(12):e-ISSN: 2395-0056
Zurück zum Zitat More Control flow tools. python 3 documentation python software foundation. 2015 More Control flow tools. python 3 documentation python software foundation. 2015
Zurück zum Zitat Workman M (1996) Hardware requirement for fuzzy logic control systems. Texas Tech University, Lubbock, TX Workman M (1996) Hardware requirement for fuzzy logic control systems. Texas Tech University, Lubbock, TX
Zurück zum Zitat Zadeh LA (1965) Fuzzy sets, information and control, 338–353 Zadeh LA (1965) Fuzzy sets, information and control, 338–353
Zurück zum Zitat Zhen A and Feng RG (2012) The design of neural network fuzzy controller in washing machine, In Proc. 2012 International Conference on Computing, Measurement, Control and Sensor Network (CMCSN), Shanxi, China, 136–139, 2012 Zhen A and Feng RG (2012) The design of neural network fuzzy controller in washing machine, In Proc. 2012 International Conference on Computing, Measurement, Control and Sensor Network (CMCSN), Shanxi, China, 136–139, 2012
Metadaten
Titel
Python-based fuzzy logic in automatic washer control system
verfasst von
K. Raja
Publikationsdatum
27.03.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 10/2023
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-023-07979-3

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