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Development of an IAQ Index for Indoor Garden Based IoT Applications for Residents' Health Management

실내거주자 건강 관리를 위한 IoT기반 실내정원용 IAQ지수 개발

  • Lee, Jeong-Hun (Life & Industry Environmental R&D Center in Pyeongtaek University) ;
  • An, Sun-Min (Life & Industry Environmental R&D Center in Pyeongtaek University) ;
  • Kwak, Min-Jung (Department of Data Information and Statistics in Pyeongtaek University) ;
  • Kim, Kwang Jin (Urban Agriculture Research Division in National Institute of Horticulture & Herbal Science) ;
  • Kim, Ho-Hyun (Life & Industry Environmental R&D Center in Pyeongtaek University)
  • 이정훈 (평택대학교 생활 및 산업 환경R&D 센터) ;
  • 안선민 (평택대학교 생활 및 산업 환경R&D 센터) ;
  • 곽민정 (평택대학교 데이터정보학과) ;
  • 김광진 (농촌진흥청 국립원예특작과학원 원예작물부 도시농업과) ;
  • 김호현 (평택대학교 생활 및 산업 환경R&D 센터)
  • Received : 2018.09.06
  • Accepted : 2018.09.20
  • Published : 2018.10.28

Abstract

Objectives: In this study, we started to develop an indoor garden integrated IoT solution based on IAQ (indoor air quality) and interconnection with an environmental database for smart management of indoor gardens. The purpose of this study was to develop and apply an integrated solution for customized air purification from an indoor garden through big data analysis using IoT technology. Methods: An IoT-based IAQ monitoring system was established in three households within a new apartment building. Based on real-time and long-term data collected, $PM_{2.5}$, $CO_2$, temperature, and humidity changes were compared to those of indoor garden applications and the analyzed results were indexed. Results As a result of the installation, all three households had no results exceeding the standard for indoor air pollution on average $PM_{2.5}$ and $CO_2$ indices. In the case of indoor garden installation, the IAQ index increased to the "Good" section after the installation, and readings in the "Bad" section shown before the installation disappeared. The comfort index also did not dip into the "Uncomfortable" section, where it had been preinstallation, and significantly lowered the average score from "Uncomfortable for sensitive groups" to "Good". Overall, the IAQ composite index for the generation of installations decreased the "Good" interval, but "Bad" did not appear. Conclusions In this study on developing an integrated solution for IAQ based on IoT indoor gardens, big data was analyzed to determine IAQ and comfort indexes and an IAQ composite index. Through this process, it became understood that it is necessary to monitor IAQ based on IoT.

Keywords

References

  1. National Academy of Sciences (NAS). Human exposure assessment for airborne pollutants, Washington DC. 1993.
  2. Lioy PJ, Waldman JM, Buckeey T, Butler J, Pietarinen C. The personnal, indoor and outdoor conceptions of PM10 measured in an industrial community during the winter. Atmospheric Environment. 1990; 24B: 1.
  3. Gupta KC, Ulsamer AG, Preuss PW. Formaldehyde in indoor air: Sources and toxicity. Environment International. 1982; 8(1-6): 349-358. https://doi.org/10.1016/0160-4120(82)90049-6
  4. Cho KH, Sung MK, Kim SS. Comparison of indoor air pollutant concentrations according to the types of public-use facilities. Architectural Institute of Korea. 2016; 275-276.
  5. Lee SB, Jung DK, Cho EJ, Kim HA, Hwang EY, Kang CH. Composition and pollution characteristics of PM10 and PM2.5 particles at Gosan site of Jeju Island in 2008. Analytical Science and Technology. 2011; 24(4): 310-318. https://doi.org/10.5806/AST.2011.24.4.310
  6. Pope CA III, Schwartz J, Ransom MR. Daily mortality and PM10 pollution in the Utah Valley. Arch Environ Health. 1992; 47: 211-217. https://doi.org/10.1080/00039896.1992.9938351
  7. Dominici F, Peng RD, Bell ML, Pham L, McDermott A, Zeger SL, et al. Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. JAMA. 2006; 295(10): 1127-1134. https://doi.org/10.1001/jama.295.10.1127
  8. International Agency for Research on Cancer (IARC), Agents classified by the IARC monographs. [cited 2018 August 14]. Available from: URL: http://www.euro.who.int/en/health-topics/environment-and-health/urban-health/news/news/2013/10/outdoor-air-pollution-a-leading-environmentalcause-of-cancer-deaths. 2017.
  9. World Health Organization (WHO). Air quality guidelines, particulate matter, ozone, nitrogen dioxide and sulfur dioxide. 2005; 279
  10. World Health Organization (WHO). Update of WHO Global Air Quality Guidelines. [cited 2018 August 14]. Available from: URL: http://www.euro. who.int/en/health-topics/environment-and-health/airquality/activities/update-of-who-global-air-qualityguidelines. 2015.
  11. Jang EA, Kim JS, Kim BJ, Kim MJ, Park IB, Kim JB, et al. A study on PM 2.5 pollution in public use facilities in Gyeonggi province. J. Odor Indoor Environ. 2017; 16(2): 157-165. https://doi.org/10.15250/joie.2017.16.2.157
  12. Park MS, Kim HS, Lee KH. A Study on CO2 Concentration Control to improve IAQ(Indoor Air Quality) in Office Building. Journal of Korea Facility Management Association. 2000; 2(2): 1-8.
  13. Susan AR, 2003. Health Effects of Acute and Prolonged CO2 Exposure in Normal and Sensitive Population. Diplomate of the American Board of Toxicology. Associates, Inc., 19186 Buck Ridge Rd., Grass Valley, CA, 95949-7025, USA.
  14. Liu T, Li L, Zhang F, Wang Y. Transcriptional inhibition of the Catalase gene in phosphine-induced oxidative stress in Drosophila melanogaster. Pestic. Biochem. Physiol. 2015; 124: 1-7. https://doi.org/10.1016/j.pestbp.2015.05.005
  15. Park SU, Oh JH, Kim JK, Moon JW. A study of Indoor Living Condition Improvement based on Indoor Greening Technique. Journal of The Residential Environment Institute of Korea. 2015; 13(2): 145-153.
  16. Park SA, Kim MG, Yoo MH, Oh MM, Son KC. Comparison of Indoor $CO_{2}$ Removal Capability of Five Foliage Plants by Photosynthesis. Korean Society For Horticultural Science. 2010; 28(5): 864-870.
  17. Kim KJ, Kim HJ, Suh JN, Jung HH, Jang HS. Removal Efficiency of Particle Matter by Indoor Plants. Korean Society For Horticultural Science. 2016; 184.
  18. Kim YM, Ryoo HY. User Experience Research Paradigm in Internet of Things Environment. Journal of Integrated Design Research. 2017; 16(3): 19-29. https://doi.org/10.21195/jidr.2017.16.3.002
  19. Lim CS. IoT Service Application Cases Analysis and Industrial Promotion Issues. The Journal of KINGComputing. 2015; 11(6): 41-50.
  20. Kim HJ, Kim HH. Assessment of Indoor Air Quality and the Eye Symptom of Occupants in Newlybuilt Office Building after Planting Indoor Plants. J Korean Ophthalmic Opt Soc. 2016; 21(3): 265-274. https://doi.org/10.14479/jkoos.2016.21.3.265
  21. Environmental health act. Article 14-2. Survey on Actual Situation of Activity Space, etc. for Sensitive Class.
  22. Han SW, Lee JS, Kim YS. Removal Characteristics of Each Volatile Organic Compounds in Indoor Foliage Plants.
  23. Indoor air quality contral in public-use facilities, ETC. ACT. Act No.728, 27. Dec, 2017. Amendment by Other Act. Korean Journal of Horticultural Science & Technology. 2007; 24(S1): 55-55.
  24. American Society of Heating, Refrigeration, and Air-Conditioning Engineers (ASHRAE). ANIS/ASHRAE Standard 55-2010: Thermal Environmental Conditions for Human Occupancy. ASHRAE, Inc. 1791 Tullie Circle NE, Atlanta, GA 30329. www.ashrae.org. 2010.
  25. World Health Organization. Air pollution including WHO's 1999 guidelines for air pollution control. Geneva. World Health Organization. 2000.
  26. Leem JH, Kim ST, Kim HC. Public-health impact of outdoor air pollution for 2(nd) air pollution management policy in Seoul metropolitan area, Korea. Ann Occup Environ Med. 2015; 27: 7. https://doi.org/10.1186/s40557-015-0058-z
  27. Enforcement Decree of the framework act on environmental policy. Article 2. Environmental Standards.
  28. Chen L, Yang W, Jennison BL, Omaye ST. Air particulate pollution and hospital admissions for chronic obstructive pulmonary disease in Reno, Nevada. Inhal Toxicol. 2000; 12: 281-298. https://doi.org/10.1080/713856633
  29. Lee IM, Tsai SS, Chang CC, Ho CK, Yang CY. Air pollution and hospital admissions for chronic obstructive pulmonary disease in a tropical city: Kaohsiung, Taiwan. Inhal Toxicol 2007; 19: 393-398. https://doi.org/10.1080/08958370601174818
  30. Yoon CS, Yoo BH. A Covariance Structure Model for the Evaluation of Comfort in Indoor Environment Based on the Residents' Personal Opinions. J. Architectural Institute of Korea. 1996; 12(10): 43-53.
  31. Thermal comfort standard, ASHRAE Standard 55-2004
  32. Asaumi, H, Nishina H, Fukuyama T, Hashimoto Y. Simulative estimation for the environment inside room from the green amenity aspect. SHITA JOURNAL 1991; 3(1): 31-38.
  33. Oh GS, Jung GJ, Im YB. Impact of Indoor $CO_{2}$ Concentration on Work Performance.
  34. Yang WH. School indoor air quality and health effects. Journal of Environmental Health Sciences. 2009; 35(3): 143-152.
  35. Yang WH. Time-activity Pattern of Students and Indoor Air Quality of School. The Journal of Korean Institute of Educational Facilities, 2014; 21(6): 17-22.
  36. Son KC, Kim MK, Park SH, Chang MK, Effect of Foliage Plant Pachira aquatica on the Change of Indoor Temperature and Humidity. Korean Journal of Horticultural Science & Technology. 1998; 16(3): 377-380.
  37. Singer BC, Destaillats H, Hodgson AT, Nazaroff WW. Cleanning products and air fresheners: emissions and resulting concentrations of glycol ethers and terpenoids. Indoor Air, 2006; 16: 179-191. https://doi.org/10.1111/j.1600-0668.2005.00414.x
  38. Yang JY, Kim HH, Shin DC, Kim YS, Sohn JR, Lim JH, et al. Health Risk Assessment of Occupants in the Small-Scale Public Facilites for Aldehydes and VOCs, Journal of Environmental Health Sciences. 2008; 17(1): 45-56
  39. Sim SH, Kim YS. Characterization and Assessment of Indoor Air Quality in Newly Constructed Apartments -Volatile Organic Compounds and Formaldehyde-. Journal of Environmental Health Sciences. 2006; 32(4): 275-281.
  40. Andrew C, Heegaard E, Halvorsen R, Martinez- Pena F, Egli S, Kirk PM, et al. Climate impacts on fungal community and trait dynamics. Fungal Ecology. 2016; 22: 17-25. https://doi.org/10.1016/j.funeco.2016.03.005
  41. Song JE, Park SK, Sohn JY, Kim YS. The Reduction of Indoor Air Contaminants According to the Positions and Amount of Plants. Journal of The Korean Society of Living Environmental System. 2006; 13(2): 119-126.