Skip to main content

Advertisement

Log in

Modelling and analysis of energy consumption in glass molding process for smartphone covers using different heating strategies

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

In recent years, the glass molding process (GMP), as an alternative technology of traditional glass processes, has been widely used in curved glass production industry. However, the high energy consumption issue that resulted in the strong thermo-mechanical coupling and high temperature (more than 700 C) in GMP has now emerged as one of the factors impeding the further advancement of it. This study models and examines the energy usage in smartphone covers using various heating methodologies. Numerical model of heat flow between heating plates, heat-conducting plates and molds is established to investigate the energy flow and energy consumption in GMP. The effects of heating rate and heat flux density on energy consumption are studied, respectively. In addition, different strategies are adopted to estimate the effectiveness, and the desired energy consumption of GMP can be reduced from 614 to 594.4 kJ (reduce 3.19%) by the proposed model under the desired optimized process parameters. The molding time is reduced from 148.8s to 139.2 s, with a reduction rate of 6.45%. The verification experiment confirms that the predicted error is less than 15%. Finally, this paper analyzes the impact of energy consumption and carbon emissions on energy sustainability and environment in GMP.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19
Fig. 20
Fig. 21
Fig. 22

Similar content being viewed by others

Abbreviations

GMP:

Glass molding process

IDC:

International Data Corporation

SPDT:

Single point diamond turning technology

IBP:

Ion beam polishing

ELID:

Electrolytic in-process dressing

MRF:

Magneto rheological finishing technology

IEA:

International Energy Agency

EGM:

Energy Gap Method

SEC:

Specific energy consumption

UVAG:

Ultrasonic vibration-assisted grinding

UNFCCC:

United Nations Framework Convention on Climate Change

NDRC:

National Development and Reform Commission

References

  1. IDC (2019) Global smartphone market data report for the third quarter of 2019. https://www.idc.com/getdoc.jsp?containerId=prUS45115119. Accessed: 01.11.2019

  2. Analytics S (2019) By 2024, the global smartphone sales forecast of 88 countries is divided by technology. http://baijiahao.baidu.com/s?id=1646794500249234067&wfr=spider&for=pc. Accessed: 08.10.2019

  3. Ohmori H (1993) Electrolytic in-process dressing (elid) grinding method for ultra-precision mirror surface grinding. Int J Jpn S Prec Eng 59:1451–1454

    Article  Google Scholar 

  4. Prokhorov I, Kordonski W, Gleb L (1992) New high-precision magnetorheological instrument-based method of polishing optic. Osa of & T Workshop Digest 24:134–136

    Google Scholar 

  5. Zhang X (2014) Review on manufacture and measurement method of aspheric surface optical part. Ordnance Mater Sci Eng 37:106–111

    Article  Google Scholar 

  6. Zhang Z, Zhang Y, Liu D, Zhang Y, Zhao J, Zhang G (2022) Bubble behavior and its effect on surface integrity in Laser-Induced Plasma Micro-Machining Silicon Wafer. J Manuf Sci Eng 144 (9):091008

    Article  Google Scholar 

  7. Ming W, Chen Z, Du J, Zhang Z (2020) A comprehensive review of theory and technology of glass molding process. Int J Adv Manuf Tech 107:2671–2706

    Article  Google Scholar 

  8. Zhang Z, Ming W, Zhang Y, Yin L, Xue T, Yu H, Chen Z, Liao D, Zhang G (2020) Analyzing sustainable performance on high-precision molding process of 3d ultra-thin glass for smart phone. J Clean Prod 255:120196

    Article  Google Scholar 

  9. Estrada O (2018) Energy gap method (egm) to increase energy efficiency in industrial processes: successful cases in polymer processing. J Clean Prod 176:7–25

    Article  Google Scholar 

  10. Tsai Y, Hung J, Yin L, Hung C (2012) Ultrasonic vibration-assisted optical glass hot embossing process. Int J Adv Manuf Technol 6:1207–1213

    Article  Google Scholar 

  11. Hung J, Tsai Y, Hung C (2013) Development of a new apparatus for ultrasonic vibration-assisted glass hot embossing process. Precis Eng 37:222–227

    Article  Google Scholar 

  12. Nguyen L, Wu M, Wu C (2017) Finite element analysis of ultrasonic vibration-assisted microstructure hot glass embossing process. Aust J Mech Eng 18:1–10

    Google Scholar 

  13. Wang F, Wang L, Zang S, Yu D, Jiao Y (2011) High-frequency microwave heating technology for automobile windshield. Adv Mater Res 287-290:2221–2224

    Article  Google Scholar 

  14. Kato H, Yuki K, Nakaoka E (2004) Improvement of heating uniformity of glass sheet on the millimeter-wave heating. (pp. In International Congress on Glass, Proceedings, 20th, Kyoto, Japan, Sept)

  15. Vandal R. (2006) Apparatus and method for bending glass using microwaves. U.S. Paten, 7, 140, 204 B2

  16. Wang B. (2015) Temperature field analysis and research on cooling system for glass bottle mold. Harbin Engineering University

  17. Zhong D, Mustoe G, Moore J (2001) Finite element analysis of a coating architecture for glass-molding dies. Surf Coat Tech 146:312–317

    Article  Google Scholar 

  18. Hock M, Schaffer E, Doll W, Kleer G (2003) Composite coating materials for the moulding of diffractive and refractive optical components of inorganic glasses. Surf Coat Tech 163:689–694

    Article  Google Scholar 

  19. Kluczek A, Olszewski P (2017) Energy audits in industrial processes. J Clean Prod 142:3437–3453

    Article  Google Scholar 

  20. May G, Stahl B, Taisch M, Kiritsis D (2017) Energy management in manufacturing: from literature review to a conceptual framework. J Clean Prod 167:1464–1489

    Article  Google Scholar 

  21. He W, Chen Z, Ming W (2019) Multi-objective optimization of glass multi-station bending machining for smartphone curved screen. J Brazil Soc Mech Eng 41:476–497

    Article  Google Scholar 

  22. Jiang C, Wu T, Ye H, Cheng J, Hao Y (2019) Estimation of energy and time savings in optical glass manufacturing when using ultrasonic vibration-assisted grinding. Int J Pr Eng Man-GT 6:1–9

    Google Scholar 

  23. Muthuramalingam T (2019) Effect of diluted dielectric medium on spark energy in green edm process using tgra approach. J Cleane Prod 238:117894,1–117894,8

    Article  Google Scholar 

  24. Pellegrini G, Ravasio C (2019) A sustainability index for the micro-edm drilling process. J Clean Prod 247:119136

    Article  Google Scholar 

  25. Zhou J, Yu J, Lee LJ, Shen L, Yi A (2016) Stress relaxation and refractive index change of as2s3 in compression molding. Int J Appl Glass Sci 8:255–265

    Article  Google Scholar 

  26. Yan J, Zhou T, Masuda J, Kuriyagawa T (2009) Modeling high-temperature glass molding process by coupling heat transfer and viscous deformation analysis. Precis Eng 33:150–159

    Article  Google Scholar 

  27. Ming WY, Guo XD, Xu YJ, Zhang GJ, Jiang ZW, Li YZ, Li XK (2023) Progress in non-traditional machining of amorphous alloys. Ceram Int 49(2):1585–1604. https://doi.org/10.1016/j.ceramint.2022.10.349

    Article  Google Scholar 

  28. Yang W, Zhang Z, Ming W, Yin L, Zhang G (2022) Study on shape deviation and crack of ultra-thin glass molding process for curved surface. Ceram Int 48:6767–6779

    Article  Google Scholar 

  29. Zhang Z, Qiu W, Zhang G, Liu D, Wang P (2023) Progress in applications of shockwave induced by short pulsed laser on surface processing. Opt Laser Technol 157:108760

    Article  Google Scholar 

  30. Chen H, Yang J, Xue X (2007) A new marc finite element course of example. China Machine Press, Beijing, pp 221–289

    Google Scholar 

  31. Beck JV (1981) Transient temperatures in a semi-infinite cylinder heated by a disk heat source. Int J Heat Mass Tran 24:1631– 1640

    Article  MATH  Google Scholar 

  32. Pchelyakov S, Guloyan Y (1985) Heat transfer at the glass-mold interface. Glass Ceram+ 42:400–403

    Article  Google Scholar 

  33. Storck K (1998) Thermal system analysis: heat transfer in glass forming and fluid temperature control systems. Linkoping Studies in Science and Technology Dissertation 542:152–156

    Google Scholar 

  34. Keijts G, van der WK (2001) Heat transfer in glass container production during the final blow. Glass Technol 42:104–108

    Google Scholar 

  35. Moreau P, Cesar de Sa S, Gregoire (2007) Integration of heat transfer coefficient in glass forming modeling with special interface element. AIP Conference Proceedings: Materials Processing and Design: Modeling, Simulation and Applicati pp 759–764

  36. Singh H (2012) Experimental study of distribution of energy during edm process for utilization in thermal models. Int J Heat Mass Tran 55:5053–5064

    Article  Google Scholar 

  37. News (2013) https://www.corning.com/gorillaglass/cn/zh/glass-types/gorilla-glass-3-with-ndr.html. Accessed: 01.04.2013

  38. Gu W, Zhao X (2019) Energy technological progress, energy consumption, and co2 emissions: empirical evidence from China. J Clean Prod, 236

  39. Zhang J, Jiang H, Liu G, Zeng W (2018) A study on the contribution of industrial restructuring to reduction of carbon emissions in China during the five five-year plan periods. J Clean Prod 176:629–635

    Article  Google Scholar 

  40. Wu J, Tang G, Wang R, Sun Y (2019) Multi-objective optimization for China’s power carbon emission reduction by 2035. J Therm Sci 28:28–38

    Article  Google Scholar 

  41. UNFCCC (2016) In Paris climate agreement. https://unfccc.int/sites/default/files/chinese_paris_agreement. Accessed: 22.04.2016

  42. NDRC (2016) Outline of the thirteenth year plan for national economy and social development in People’s Republic of China. http://www.xinhuanet.com/politics/2016lh/2016-03/17/c_1118366322_21.html. Accessed 07 March 2016

Download references

Funding

This research is supported by Science and Technology Innovation Team Project of Henan Province (20IRTSTHN015) and Science and Technology Research Project of Henan Province (222102220011). In addition, this research is supported by the Local Innovative and Research Teams Project of Guangdong Pearl River Talents Program (2017BT01G167).

Author information

Authors and Affiliations

Authors

Contributions

Wuyi Ming designed the experiments and wrote a review and editing; Zhiwen Jiang investigated, modeled and completed the writing manuscript; Zhijun Chen provided ideas and carried out experimental verification; Xiaoke Li conducted data analysis; Wenbin He supervised and provided fund support.

Corresponding author

Correspondence to Zhijun Chen.

Ethics declarations

Ethics approval

Not applicable

Consent to participate

All authors agreed with the consent to participate.

Consent for publication

All authors have read and agreed to the published version of the manuscript.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ming, W., Jiang, Z., Chen, Z. et al. Modelling and analysis of energy consumption in glass molding process for smartphone covers using different heating strategies. Int J Adv Manuf Technol 124, 1491–1512 (2023). https://doi.org/10.1007/s00170-022-10442-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-022-10442-6

Keywords

Navigation