An optimization approach for fabricating electrospun nanofiber air filters with minimized pressure drop for indoor PM2.5 control. (15th January 2021)
- Record Type:
- Journal Article
- Title:
- An optimization approach for fabricating electrospun nanofiber air filters with minimized pressure drop for indoor PM2.5 control. (15th January 2021)
- Main Title:
- An optimization approach for fabricating electrospun nanofiber air filters with minimized pressure drop for indoor PM2.5 control
- Authors:
- Niu, Zhuolun
Bian, Ye
Xia, Tongling
Zhang, Li
Chen, Chun - Abstract:
- Abstract: Electrospun nanofiber air filters can achieve remarkable particle filtration efficiency with low pressure drop. Therefore, they can potentially be installed in buildings for reducing indoor PM2.5 concentrations. To improve filtration performance, this study developed a design and fabrication approach for electrospun nanofiber air filters with minimized pressure drop under a target PM2.5 filtration efficiency. First, this research developed semi-empirical models for calculating the pressure drop and PM2.5 filtration efficiency of nylon electrospun nanofiber filters using the fabrication parameters of electrospinning time and nylon concentration. With the developed models, this investigation then proposed an optimization approach to minimize the pressure drop under a given PM2.5 filtration efficiency and air velocity. For a given air velocity and PM2.5 filtration efficiency, one can minimize the pressure drop by finding the optimal solution concentration, while the target PM2.5 filtration efficiency can be achieved through adjustment of the electrospinning time. Furthermore, the proposed optimization approach successfully minimized the pressure drop for 110 out of the 125 cases, with an average pressure drop reduction of 32.7%. Finally, this research numerically studied the performance of a window screen coated with the optimized nanofiber filter in reducing indoor PM2.5 of outdoor origin. Highlights: Semi-empirical models for nanofiber filters using fabricationAbstract: Electrospun nanofiber air filters can achieve remarkable particle filtration efficiency with low pressure drop. Therefore, they can potentially be installed in buildings for reducing indoor PM2.5 concentrations. To improve filtration performance, this study developed a design and fabrication approach for electrospun nanofiber air filters with minimized pressure drop under a target PM2.5 filtration efficiency. First, this research developed semi-empirical models for calculating the pressure drop and PM2.5 filtration efficiency of nylon electrospun nanofiber filters using the fabrication parameters of electrospinning time and nylon concentration. With the developed models, this investigation then proposed an optimization approach to minimize the pressure drop under a given PM2.5 filtration efficiency and air velocity. For a given air velocity and PM2.5 filtration efficiency, one can minimize the pressure drop by finding the optimal solution concentration, while the target PM2.5 filtration efficiency can be achieved through adjustment of the electrospinning time. Furthermore, the proposed optimization approach successfully minimized the pressure drop for 110 out of the 125 cases, with an average pressure drop reduction of 32.7%. Finally, this research numerically studied the performance of a window screen coated with the optimized nanofiber filter in reducing indoor PM2.5 of outdoor origin. Highlights: Semi-empirical models for nanofiber filters using fabrication parameters were developed. An optimization approach was proposed for nanofiber filters with minimized pressure drop. Influence of optimized nanofiber filter on indoor PM2.5 control was investigated. … (more)
- Is Part Of:
- Building and environment. Volume 188(2021)
- Journal:
- Building and environment
- Issue:
- Volume 188(2021)
- Issue Display:
- Volume 188, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 188
- Issue:
- 2021
- Issue Sort Value:
- 2021-0188-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-01-15
- Subjects:
- Indoor air quality -- Particulate matter -- Electrospinning -- Pressure drop -- Particle filtration efficiency
Buildings -- Environmental engineering -- Periodicals
Building -- Research -- Periodicals
Constructions -- Technique de l'environnement -- Périodiques
Electronic journals
696 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03601323 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.buildenv.2020.107449 ↗
- Languages:
- English
- ISSNs:
- 0360-1323
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 2359.355000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 15489.xml