Construction of a Virtual Washing Machine
-
, , and
Abstract
In the past years some researches were conducted to model laundry washing in the automatic washing machine. The most studies, however, were focused to some aspects of the automatic laundry washing (e. g. spinning cycle) and not on the washing process as whole. In this paper a model of a washing machine is presented that is based on measured data of 9 different washing machines with rated capacity between 5 kg and 11 kg, which are produced by six different manufacturers. The proposed approach is based on multiple linear regression analysis to extract the systematic, model independent behavior of washing machines and is used to calculate the consumption of the water, energy and detergent in dependence of the rated capacity, washing temperature, duration of the main wash, load size and washing performance.
Kurzfassung
In den letzten Jahren begannen einige Forscher damit, den Waschvorgang in automatischen Waschmaschinen zu modellieren. Die meisten Untersuchungen befassten sich mit ausgewählten Aspekten der Maschinenwäsche (z. B. mit dem Spülvorgang) und nicht mit dem gesamten Waschprozess. Diese Untersuchung präsentiert ein Modell einer Waschmaschine, das auf den Messdaten von 9 verschiedenen Waschmaschinen mit Beladungskapazitäten von 5 kg bis 11 kg basiert. Die Maschinen stammten von sechs verschiedenen Herstellern. Der vorgestellte Ansatz basiert auf der multiplen linearen Regressionsanalyse, um das systematische, modellunabhängige Verhalten der Waschmaschinen herauszuarbeiten. Es wird eingesetzt, um den Wasser-, Energie- und Waschmittelverbrauch in Abhängigkeit von der Nennkapazität, der Waschtemperatur, der Dauer der Hauptwäsche, der Beladungsgröße und der Waschleistung zu berechnen.
References
1. Bacon, O. C. and Smith, J. E.: Detergent action-mechanical work as a measure of efficiency of surface active agents in removing soil. Industrial & Engineering Chemistry40 (12) (1948) 2361–2370. 10.1021/ie50468a028Search in Google Scholar
2. Kind, W.: Das Waschen mit Maschinen. Fette und Seifen47 (2) (1940) 55–58. 10.1002/lipi.19400470205Search in Google Scholar
3. Schnyder, A.: Untersuchungen über die Einflüsse von Wasch-und Bleichprozessen auf Baumwoll-und Leinengewebe. Buchdruckerei Ch. Gassmann (1941).Search in Google Scholar
4. Vaughn, T. H., VittoneJr., A. and Bacon, L. R.: Properties of detergent solutions. Industrial & Engineering Chemistry33 (8) (1941) 1011–1019. 10.1021/ie50380a011Search in Google Scholar
5. Harwood, F. C. and Hill, F.: The development of a laundry washing process. Journal of the Textile Institute Proceedings40 (7) (1949) P689–P699. 10.1080/19447014908664693Search in Google Scholar
6. Uhl, O.: Verbessernde Faktoren im Waschprozeß. Fette und Seifen52 (4) (1950): 226–229. 10.1002/lipi.19500520410Search in Google Scholar
7. Sinner, H.: Über das Waschen mit Haushaltwasmaschinen: in welchem Umfange erleichtern Haushaltwaschmachinen und -geräte das Wäschehaben im Haushalt?Hamburg: Haus und Heim-Verlag (1960).Search in Google Scholar
8. Ward, D.: Modelling of a horizontal-axis domestic washing machine. Journal of The Textile Institute91 (2) (2000) 207–234. 10.1080/00405000008659501Search in Google Scholar
9. Terpstra, P.: Assessment of the cleaning efficiency of domestic washing machines with artificially soiled test cloth. Springer (2001).10.1007/978-3-642-56531-1_15Search in Google Scholar
10. Park, J. and Wassgren, C. R.: Modeling the dynamics of fabric in a rotating horizontal drum using the discrete element method. Particulate Science and Technology21 (2) (2003) 157–175. 10.1080/02726350307491Search in Google Scholar
11. Rüdenauer, I., Gensch, C. O., Grießhammer, R. and Bunke, D.: Integrated environmental and economic assessment of products and processes. Journal of Industrial Ecology9 (4) (2005) 105–116. 10.1162/108819805775248061Search in Google Scholar
12. Lazarević, M. P. and Vasić, V.: Mathematical modelling and simulation of a washing machine: a robotic approach. In: Procedings of The Sixth International Conference on Engineering Computational Technology. Stirlingshire, UK: Civil-Comp Press (2008). 10.4203/ccp.89.115Search in Google Scholar
13. Ramasubramanian, M. K. and Tiruthani, K.: A capacitive displacement sensing technique for early detection of unbalanced loads in a washing machine. Sensors9 (12) (2009) 9559–9571. 10.3390/s91209559Search in Google Scholar PubMed PubMed Central
14. Mac Namara, C., Gabriele, A., Amador, C. and Bakalis, S.: Dynamics of textile motion in a front-loading domestic washing machine. Chemical Engineering Science75 (0) (2012) 14–27. 10.1016/j.ces.2012.03.009Search in Google Scholar
15. Stamminger, R.: Modelling resource consumption for laundry and dish treatment in individual households for various consumer segments. Energy Efficiency4 (4) (2011) 559–569. 10.1007/s12053-011-9114-xSearch in Google Scholar
16. Jungbluth, N.: Vergleich der Umweltbelastungen von Hahnenwasser und Mineralwasser. Gas Wasser Abwasser3 (2006) 215–219.Search in Google Scholar
17. Icha, P.: Entwicklung der spezifischen Kohlendioxid-Emissionen des deutschen Strommix in den Jahren 1990 bis 2012. Climate Change, Umweltbundesamt, 2013. 07/2013.Search in Google Scholar
18. Henkel 2012: private communication.Search in Google Scholar
19. Jakobi, G. and Löhr, A.: Detergents and textile washing: principles and practice. VCH Publishers. Weinheim – Basel – Cambridge – New York (198).Search in Google Scholar
20. Stamminger, R., Barth, A. and Dörr, S.: Old washing machines wash less efficiently and consume more resources. Haushalt und Wissenschaft3 (2005) 2005.Search in Google Scholar
21. Wagner, G., Waschmittel-Chemie, Umwelt, Nachhaltigkeit. Wiley – VCH Verlag GmbH & Co. KGaA. Weinheim (2010).10.1002/9783527635412Search in Google Scholar
22. Kutsch, T., Piorkowsky, M.-B. and Schätzke, M.: Einführung in die Haushaltswissenschaft: Haushaltsökonomie, Haushaltssoziologie, Haushaltstechnik. Stuttgart 1997.Search in Google Scholar
23. Smulders, E.: Laundry Detergents. Wiley – VCH Verlag, Weinheim (2002).10.1002/3527600450Search in Google Scholar
24. Janczak, F., Stamminger, R., Nickel, D. and Speckmann, H.-D.: Energy savings by low temperature washing. SÖFW-Journal136 (4) 2010.Search in Google Scholar
25. Lasic, E.: Sustainable use of washing machine: modelling the consumer behavior related resources consumption in use of washing machines. In: Landwirtschaftlichen Fakultät, Institut für Landtechnik. Rheinischen Friedrich-Wilhelms-Universität Bonn. Bonn (2014).Search in Google Scholar
26. ATLETE II (2014), Appliance Testing for Energy Label & Evaluation – Washing Machines. Online: https://www.atlete.eu/2/final-results/2-non-categorizzato/58-full-individual-results [last accessed: 25.02. 2015].Search in Google Scholar
© 2015, Carl Hanser Publisher, Munich
Articles in the same Issue
- Contents/Inhalt
- Contents
- Review Article
- Polyphenolics-Phospholipid Complexes as Natural Cosmetic Ingredients: Properties and Application
- Cleaning and Hygiene
- Construction of a Virtual Washing Machine
- Larger Washing Machines and Smaller Household Size – How Can They Fit Together? Simulation of a Sustainable Use of Washing Machines
- Development of a Method for the Analysis of Microbial Load Reduction Factors on Dishes Cleaned by Hand and by Machine
- Environmental Chemistry
- A new Iodobismuthate Method with a Low Volume Filtration Device as a New Tool for the Determination of Microgram Oxyethylate Amounts
- Synthesis
- Hybrid Biosurfactant: Syntheses of Hybrid Corynomycolic Acid and its Monolayer Formation
- Efficient Synthesis of Nanostructured Poly(aniline-co-m-aminobenzoic acid) Copolymer in Presence of DBSA Surfactant
- Physical Chemistry
- Study of Mixed Micelles of Promethazine Hydrochloride (PMT) and Nonionic Surfactant (TX-100) Mixtures at Different Temperatures and Compositions
- Application
- Study of Underwater Contact Angles for Formulation of Fatliquoring Emulsions Using Green Surfactants
- Interfacial Properties of Alkylbenzene Sulfonates Ternary Mixtures
Articles in the same Issue
- Contents/Inhalt
- Contents
- Review Article
- Polyphenolics-Phospholipid Complexes as Natural Cosmetic Ingredients: Properties and Application
- Cleaning and Hygiene
- Construction of a Virtual Washing Machine
- Larger Washing Machines and Smaller Household Size – How Can They Fit Together? Simulation of a Sustainable Use of Washing Machines
- Development of a Method for the Analysis of Microbial Load Reduction Factors on Dishes Cleaned by Hand and by Machine
- Environmental Chemistry
- A new Iodobismuthate Method with a Low Volume Filtration Device as a New Tool for the Determination of Microgram Oxyethylate Amounts
- Synthesis
- Hybrid Biosurfactant: Syntheses of Hybrid Corynomycolic Acid and its Monolayer Formation
- Efficient Synthesis of Nanostructured Poly(aniline-co-m-aminobenzoic acid) Copolymer in Presence of DBSA Surfactant
- Physical Chemistry
- Study of Mixed Micelles of Promethazine Hydrochloride (PMT) and Nonionic Surfactant (TX-100) Mixtures at Different Temperatures and Compositions
- Application
- Study of Underwater Contact Angles for Formulation of Fatliquoring Emulsions Using Green Surfactants
- Interfacial Properties of Alkylbenzene Sulfonates Ternary Mixtures