Executive summary
In 2015, the National Air Filtration Association (NAFA) Foundation funded a research proposal by Associate Professor Michael Waring at Drexel University, which was to determine whether high-efficiency filters could be used to effectively control indoor particulate matter (PM) at high ventilation rates in offices. This executive summary outlines some of the key outcomes of that study.
Introduction
This study is important for protecting human health because exposure to high concentrations of PM has been correlated with higher prevalence of acute and chronic cardiopulmonary diseases and even, in some cases, mortality. Even though indoor PM is mostly generated outdoors, people spend 90% of their time in buildings and so tend to have higher exposure to it indoors. PM is largely brought indoors through building ventilation systems, wherein outdoor air is deliberately brought indoors. Ventilation’s purpose is to improve indoor air quality (IAQ) by removing odorants and harmful pollutants that were generated indoors. Additionally, newer studies show the advantages that higher ventilation rates have on improving occupant productivity and wellbeing in general. However, these higher ventilation rates amplify the concentrations of indoor PM coming from outdoors, and thus also PM exposure public health outcomes.
Filters in air handling units remove PM from ventilation airstreams and are therefore used in many buildings to mitigate indoor PM concentrations. In the United States, standards set by ASHRAE require the use of filters with a Minimum Efficiency Removal Value of MERV 8 at a minimum. Since ventilation rates are likely to increase in some commercial, high performance buildings, interactions between these high ventilation rates and filter efficiency need to be thoroughly investigated so that the efficacy of high-efficiency filters in these situations are demonstrated. This study explores these interactions and how they impact indoor PM concentrations, through a series of experiments and simulation.



Experimental results
In the experiments, a single floor of an office building (volume of 2490 m3 or 88,000 ft3) in Philadelphia, PA, which is served by its own air handling unit (AHU), was used as a testing field site. During each day of the experiment, a single combination of one filter and one ventilation rate were used, and real-time fine particulate matter (PM2.5) concentrations, airflow rates, and fan power were measured nearly simultaneously in the supply, return, and ventilation AHU airstreams. PM was measured every 2-minutes in each air stream, for a 6-minute cycle for all three air streams. The return air concentration was assumed as representing the average state of the office indoor air PM concentration. Three PM filters types were used in the experiment and these were:
- MERV 8, pleated, 2-inch deep
- MERV 14, synthetic V-force, 12-inch deep
- MERV 15, glass V-force, 12-inch deep
For the ventilation rates, the outdoor air damper was operated at 15%, 30%, or 100% opened, which corresponded to measured ventilation air exchange rates of 1.2, 2.3, and 5.4 h-1, respectively. Experiments were run over 66 such days, with each day set at one of the nine different filtration-ventilation combinations, during both heating and cooling seasons.
By dividing the return by the outdoor air PM measurements, the indoor-outdoor (I/O) ratio of the PM2.5 concentration was calculated for each filtration-ventilation combination. Since there were no indoor PM2.5 sources in the study office, the I/O ratio is useful to show the percentage of outdoor PM that infiltrated indoors. That is, an I/O ratio of 0.15 means that a filter allowed 15% of the outdoor PM into the indoor air. The I/O ratios were calculated every 6-minutes with all data over the entire 66 days are shown in Figure 1, which uses box plots to show all the data effectively at one time. On these plots, the median value (50th percentile) is the line in the middle of the box, the bottom and top of the box are the 25th and 75th percentiles, respectively, and the bottom and top whisker are about the 5th and 95th percentiles, respectively. At its most general, Figure 1 demonstrates that increased ventilation would cause an increase in the I/O ratio of PM2.5, but also that highly efficient MERV filters are largely capable of mitigating this increase. Notably, median values of the I/O ratio for MERV 14 and 15 filters at the highest ventilation rate were lower than the I/O ratio for the MERV 8 filter at the lowest ventilation rate. The synthetic MERV 14 and the glass MERV 15 filters performed similarly in our experiments.
The measured PM data was also used to estimate the filter removal efficiency of each filter using a mass balance approach at each real-time measurement. Again using box plots, the calculated filter efficiencies are shown in Figure 2 over all the data, as well as the MERV 8 and MERV 14 filter efficiencies estimated in the IAQ literature by Azimi et al. (2014)1, who estimated PM2.5 efficiencies using typical filter curves and measured PM outdoor distributions from around the world. The filter efficiency values for the MERV 14 and 15 filters were much higher than MERV 8 values. For instance, the median efficiencies for the MERV 8 filter ranged from about 0.15 to just over 0.2, while the MERV 14 and 15 removal efficiencies were similar to each, and median values were between 0.6 and 0.8, mostly near 0.7 on average. Both the MERV 8 and 14 measured filter efficiencies were quite near those estimated in the literature. Though this data is not shown, real-time filter efficiency had no significant correlation with outdoor air temperature or relative humidity. Also, filter efficiency was also shown to have a no observable effect on fan energy consumption or flows.
In the modeling portion of this work, two medium-size offices (square footage of 4980 m2 or 53,600 ft2) offices, one with a constant air volume (CAV) system and one with a variable air volume system (VAV), were simulated annually using all combinations of nine ventilation rates (from 20 to 100 CFM per occ) and seven filter types from Azimi et al. (2014) (from MERV 8 to high-efficiency particulate air [HEPA] filter). The building models were based on prototype building models developed by the U.S. Department of Energy and enhanced by the Pacific Northwest National Laboratory and simulated in EnergyPlus. Simulations were conducted using 15 different weather files representing different ASHRAE/ICC climate regions in the United States. The outdoor PM concentrations were extrapolated from U.S. Environmental Protection Agency monitoring data and an indoor-outdoor mass balance model was used to estimate indoor air concentrations. A series of concentration-response (C-R) functions from the literature were used to estimate median annual health impact of exposure to indoor PM2.5 and ozone in the simulated offices. These health effects were monetized using different costs-per-incidence from the literature.
The energy costs due to ventilation and filtration and the estimated health costs due to PM2.5 and ozone exposure were combined for each modeled case. Figure 3 shows costs for the CAV office in climate region 4A (New York City) for different filtration-ventilation combinations. While both energy and public health costs increased with ventilation, filtration had a much stronger effect on the overall cost, and filters with high efficiencies were able to effectively eliminate all PM2.5 related cost. The cost of filter purchasing and replacement was also taken into account and was shown to have a minimal effect on the overall cost compared to its public health cost reductions.
Conclusions
Overall, the experiments and simulation portion of this study demonstrated that filtration is extremely effective in mitigating indoor PM2.5 concentrations, even when high ventilation rates are employed. While high-efficiency filters are more expensive, that cost is minimal compared to the estimated public health gains associated with using high-efficiency filters in buildings. Filter efficiency was also shown to have no observable effect on fan energy consumption. Therefore, by pairing a high-efficiency filter with a high ventilation rate, one can capitalize on the indoor air quality benefits of higher ventilation while also minimizing PM2.5 exposure and the public health burdens associated with it. –
- Azimi, P., Zhao, D. and Stephens, B. (2014) Estimates of HVAC filtration efficiency for fine and ultrafine particles of outdoor origin, Atmos. Environ., 98, 337–346.

20 Comments
Hello would you mind sharing which blog platform you’re working with? I’m going to start my own blog soon but I’m having a tough time choosing between BlogEngine/Wordpress/B2evolution and Drupal. The reason I ask is because your design and style seems different then most blogs and I’m looking for something unique. P.S Apologies for being off-topic but I had to ask!|
https://scribehow.com/page/SARM_kopen__v-wSI1cxRWi010alyUDyOg
Woah! I’m really digging the template/theme of this blog. It’s simple, yet effective. A lot of times it’s challenging to get that “perfect balance” between user friendliness and visual appeal. I must say that you’ve done a excellent job with this. Additionally, the blog loads extremely quick for me on Safari. Superb Blog!|
https://justpaste.it/a3uo6
Heya i’m for the primary time here. I found this board and I find It really helpful & it helped me out much. I am hoping to give something back and aid others like you helped me.|
https://scribehow.com/page/Wat_is_Anavar_Oxandrolon__Werking_risicos_en_veilige_alternatieven__5cOJfVUdTT6q_X2HX2uwGA
We are a group of volunteers and opening a new scheme in our community. Your website offered us with valuable information to work on. You have done a formidable job and our entire community will be grateful to you.|
https://www.zipleaf.us/Companies/NEGATIVE-SEO-ATTACK-SERVICES
Unquestionably believe that which you stated. Your favorite reason appeared to be on the web the easiest thing to be aware of. I say to you, I definitely get annoyed while people consider worries that they plainly don’t know about. You managed to hit the nail upon the top and also defined out the whole thing without having side-effects , people could take a signal. Will likely be back to get more. Thanks|
https://www.tripadvisor.com/Profile/negativeseoattacks
I’m gone to say to my little brother, that he should also visit this blog on regular basis to take updated from latest gossip.|
https://medium.com/@negativeseoattack0/negative-seo-attack-services-802ee4f5ada3
Hello, its good piece of writing concerning media print, we all know media is a fantastic source of information.|
https://www.google.com/search?q=tidbits+of+experience+parenting+method
Right away I am going away to do my breakfast, when having my breakfast coming again to read further news.|
https://cadeo.io/
I have read so many posts about the blogger lovers however this paragraph is actually a good post, keep it up.|
https://ufanance10.me/
Undeniably believe that which you said. Your favorite reason appeared to be on the internet the simplest thing to be aware of. I say to you, I certainly get irked while people think about worries that they plainly don’t know about. You managed to hit the nail upon the top and defined out the whole thing without having side effect , people could take a signal. Will probably be back to get more. Thanks|
https://www.msn.com/en-us/news/other/the-rise-of-doctor-google-why-patients-are-losing-trust-in-medicine/ar-AA1Sp6Bk
Купить Дженерик Сиалис 40мг на сайте: https://3aplus63.ru/ с доставкой
высокое качество от производителя скидки для постоянных клиентов
Way cool! Some extremely valid points! I appreciate you penning this write-up and the rest of the website is also very good.|
https://clickspot.io
Забронировать трансфер сейчас можно за пару секунд — через мобильное приложение, сайт или простой звонок. Без усилий укажите откуда ехать и назначения, определите подходящий категорию авто, если нужно добавьте опции вроде автокресла или времени на сборы. Сервис мгновенно найдёт подходящий машину, сообщит время подачи и итоговую стоимость. Погасить счёт за рейс можно как деньгами, так и бесконтактно — всё зависит от удобства. Самое важное — доверяйте надёжными компаниями, чтобы путешествие была не только удобной, но и защищённой.
http://hamichlol.link/index.php?title=KUBTaxi%20-%20%D0%B7%D0%B0%D0%BA%D0%B0%D0%B7%20%D1%82%D1%80%D0%B0%D0%BD%D1%81%D1%84%D0%B5%D1%80%D0%B0%20%D0%B8%20%D1%82%D0%B0%D0%BA%D1%81%D0%B8%20%D0%BC%D0%B5%D0%B6%D0%B3%D0%BE%D1%80%D0%BE%D0%B4%20%D0%B2%20%D0%9A%D1%80%D0%B0%D1%81%D0%BD%D0%BE%D0%B4%D0%B0%D1%80%D1%81%D0%BA%D0%BE%D0%BC%20%D0%BA%D1%80%D0%B0%D0%B5
В этой публикации мы сосредоточимся на интересных аспектах одной из самых актуальных тем современности. Совмещая факты и мнения экспертов, мы создадим полное представление о предмете, которое будет полезно как новичкам, так и тем, кто глубоко изучает вопрос.
Ознакомиться с деталями – https://vivod-iz-zapoya-1.ru/
An impressive share! I have just forwarded this onto a co-worker who has been conducting a little research on this. And he actually ordered me dinner due to the fact that I discovered it for him… lol. So allow me to reword this…. Thanks for the meal!! But yeah, thanks for spending some time to discuss this topic here on your blog.|
https://wishonbirthday.com/from-printing-presses-to-digital-deception/
Awesome post.|
https://piksart.one/how-law-enforcement-detects-fake-ids-modern-tools-techniques/
I really like your blog.. very nice colors & theme. Did you create this website yourself or did you hire someone to do it for you? Plz reply as I’m looking to construct my own blog and would like to find out where u got this from. cheers|
https://wishonbirthday.com/from-printing-presses-to-digital-deception/
Hi I am so excited I found your blog page, I really found you by accident, while I was searching on Aol for something else, Anyways I am here now and would just like to say many thanks for a tremendous post and a all round exciting blog (I also love the theme/design), I don’t have time to read it all at the minute but I have book-marked it and also added in your RSS feeds, so when I have time I will be back to read a lot more, Please do keep up the superb work.|
https://psbios.com/idgod-who-id-god/
I’m extremely pleased to uncover this website. I wanted to thank you for your time due to this fantastic read!! I definitely appreciated every little bit of it and i also have you saved to fav to see new information in your web site.|
https://psbios.com/idgod-who-id-god/
I know this if off topic but I’m looking into starting my own weblog and was wondering what all is needed to get setup? I’m assuming having a blog like yours would cost a pretty penny? I’m not very internet savvy so I’m not 100 certain. Any recommendations or advice would be greatly appreciated. Appreciate it|
https://wishonbirthday.com/from-printing-presses-to-digital-deception/