{"id":15159,"date":"2019-05-25T21:24:35","date_gmt":"2019-05-25T21:24:35","guid":{"rendered":"https:\/\/rsoftsolution.com\/blog\/this-is-one-smart-device-that-every-urban-home-could-use.html"},"modified":"2019-05-25T21:24:35","modified_gmt":"2019-05-25T21:24:35","slug":"this-is-one-smart-device-that-every-urban-home-could-use","status":"publish","type":"post","link":"https:\/\/www.rbsitsoftwaresolution.in\/blog\/this-is-one-smart-device-that-every-urban-home-could-use.html","title":{"rendered":"This is one smart device that every urban home could use"},"content":{"rendered":"<p id=\"speakable-summary\">Living in a dense urban environment brings many startup-fuelled conveniences, be it near instant delivery of food \u2014 or pretty much whatever else you fancy \u2014 to a whole range of wheels that can be hopped on (or into) to whisk you around at the tap of an app.<\/p>\n<p>But the biggest problem afflicting city dwellers is not some minor inconvenience. It\u2019s bad, poor, terrible, horrible, unhealthy air. And there\u2019s no app to fix that.<\/p>\n<p>Nor can hardware solve this problem. But smart hardware can at least help.<\/p>\n<p>For about a month I\u2019ve been road-testing a wi-fi connected air purifier made by Swedish company, <a href=\"javascript:void(0)\">Blueair<\/a>. It uses an Hepa filtration system combined with integrated air quality sensors to provide real-time in-app feedback which can be reassuring or alert you to unseen problems.<\/p>\n<p><em>Flip to the bottom of this article for a speed take or continue reading for the full review of the Blueair Classic 480i with dual filters to reduce dust, smoke and pollen\u00a0 \u00a0<\/em><\/p>\n<h2>Review<\/h2>\n<p>If you\u2019re even vaguely environmentally aware it\u2019s fascinating and not a little horrifying to see how variable the air quality is inside your home. Everyday stuff like cooking, cleaning and changing the sheets can cause drastic swings in PM 2.5 and tVOC levels. Aka very small particles such as fine dust, smoke, odours and mite feces; and total volatile organic compounds, which refers to hundreds of different gases emitted by certain solids and liquids \u2014 including stuff humans breathe out by also harmful VOCs like formaldehyde.<\/p>\n<p>What you learn from smart hardware can be not just informative but instructive. For instance I\u2019ve switched to a less dusty cat litter after seeing how quickly the machine\u2019s fan stepped up a gear after clearing the litter tray. I also have a new depth of understanding of quite how much pollution finds its way into my apartment when the upstairs neighbour is having a rooftop BBQ. Which makes it doubly offensive I wasn\u2019t invited.<\/p>\n<p>Though, I must admit, I\u2019ve yet to figure out a diplomatic way to convince him to rethink his regular cook-out sessions. Again, some problems can\u2019t be fixed by apps. Meanwhile city life means we\u2019re all, to a greater or lesser degree, adding to the collectively polluted atmosphere. Changing that requires new politics.<\/p>\n<p>You cannot hermetically seal your home against outdoor air pollution. It wouldn\u2019t make for a healthy environment either. Indoor spaces must be properly ventilated. Adequate ventilation is also of course necessary to control moisture levels to prevent other nasty issues like mould. And using this device I\u2019ve watched as opening a window almost instantly reduced tVOC levels.<\/p>\n<p>Pretty much every city resident is affected by air pollution, to some degree. And it\u2019s a heck of a lot harder to switch your home than change your brand of cat litter. But even on that far less fixable front, having an air quality sensor indoors can be really useful \u2014 to help you figure out the best (and worst) times to air out the house. I certainly won\u2019t be opening the balcony doors on a busy Saturday afternoon any time soon, for example.<\/p>\n<p>Blueair sells a range of air purifiers. The model I\u2019ve been testing, the <a href=\"javascript:void(0)\"><strong>Blueair Classic 480i<\/strong><\/a>, is large enough to filter a room of up to 40m<sub>2<\/sub>. It includes filters capable of filtering both particulate matter and traffic fumes (aka its \u201cSmokeStop\u201d filter). The latter was important for me, given I live near a pretty busy road. But the model can be bought with just a particle filter if you prefer. The dual filtration model I\u2019m testing is priced at \u20ac725 for EU buyers.<\/p>\n<p>Point number one is that if you\u2019re serious about improving indoor air quality the size of an air purifier really does matter. You need a device with a fan that\u2019s powerful enough to cycle all the air in the room in a reasonable timeframe. (Blueair promises five air changes per hour for this model, per the correct room size).<\/p>\n<p>So while smaller air filter devices might look cute, if a desktop is all the space you can stretch to you\u2019d probably be better off getting a few pot plants.<\/p>\n<p>Blueair\u2019s hardware also has software in the mix too, of course. The companion <a href=\"javascript:void(0)\"><strong>Blueair Friend app<\/strong><\/a> serves up the real-time feedback on both indoor air quality and out. The latter via a third party service whose provider can vary depending on your location. Where I live in Europe it\u2019s powered by BreezoMeter.<\/p>\n<p>This is a handy addition for getting the bigger picture. If you find you have stubbornly bad air quality levels indoors and really can\u2019t figure out why, most often a quick tab switch will confirm local pollution levels are indeed awful right now. It\u2019s likely not just you but the whole neighbourhood suffering.<\/p>\n<p><strong>Dirty cities\u00a0<\/strong><\/p>\n<p>From Asia to America the burning of fossil fuels has consequences for air quality and health that are usually especially pronounced in dense urban environments where humans increasingly live. More than half the world\u2019s population now lives in urban areas \u2014 with the <a href=\"javascript:void(0)\">UN<\/a> predicting this will grow to around 70% by 2050.<\/p>\n<p>In Europe, this is already true for more than 70% of the population which makes air pollution a major concern in many regional cities.<\/p>\n<p>Growing awareness of the problem is beginning to lead to policy interventions \u2014 such as London\u2019s ultra low emission charging zone and car free Sundays one day a month in Paris\u2019 city center. But EU citizens are still, all too often, stuck sucking in unhealthy air.<\/p>\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\">\n<p lang=\"en\" dir=\"ltr\">London\u2019s toxic air is an invisible killer.<\/p>\n<p>We launched the world\u2019s first Ultra Low Emission Zone to cut air pollution. Since then, there have been on average 9400 fewer polluting vehicles on our streets every day. <a href=\"javascript:void(0)\">#LetLondonBreathe<\/a> <a href=\"javascript:void(0)\">#ULEZ<\/a> <a href=\"javascript:void(0)\">pic.twitter.com\/0mYcIGi1xP<\/a><\/p>\n<p>\u2014 Mayor of London (@MayorofLondon) <a href=\"javascript:void(0)\">May 23, 2019<\/a><\/p>\n<\/blockquote>\n<p \/>\n<p>\u00a0<\/p>\n<p>Last year six EU nations, including the UK, France and Germany, were referred to the highest court in Europe for <a href=\"javascript:void(0)\">failing to tackle air pollution<\/a> \u2014 including illegally high levels of nitrogen dioxide produced by diesel-powered vehicles.<\/p>\n<p>Around one in eight EU citizens who live in an urban area is exposed to air pollutant levels that exceed one or more of the region\u2019s air quality standards, according to a <a href=\"javascript:void(0)\">briefing<\/a> note published by the European Environment Agency (EEA) last year.<\/p>\n<p>It also said up to 96% of EU urban citizens are exposed to levels of one or more air pollutants deemed damaging to health when measured against the World Health Organization\u2019s more stringent guidelines.<\/p>\n<p>There are multiple and sometimes interlinked factors impacting air quality in urban environments. Traffic fumes is a very big one. But changes in meteorological conditions due to climate change are also expected to increase certain concentrations of air pollutants. While emissions from wildfires is another problem exacerbated by drought conditions which are linked to climate change that can also degrade air quality in nearby cities.<\/p>\n<p>Action to tackle climate change continues to lag far behind what\u2019s needed to put a check on global warming. Even as far too little is still being done in most urban regions to reduce vehicular emissions at a local level.<\/p>\n<p>In short, this problem isn\u2019t going away anytime soon \u2014 and all too often air quality is still getting worse.<\/p>\n<p>At the same time health risks from air pollution are omnipresent and can be especially dangerous for children. A landmark global study of the impact of traffic fumes on childhood asthma, published recently in the <a href=\"javascript:void(0)\">Lancet<\/a>, estimates that four million children develop the condition every year primarily as a result of nitrogen dioxide air pollution emitted by vehicles.<\/p>\n<p>The majority (64%) of these new cases were found to occur in urban centres \u2014 increasing to 90% when factoring in surrounding suburban areas.<\/p>\n<p>The study also found that damage caused by air pollution is not limited to the most highly polluted cities in China and India. \u201cMany high-income countries have high NO<sub>2<\/sub> exposures, especially those in North America, western Europe, and Asia Pacific,\u201d it notes.<\/p>\n<p>The long and short of all this is that cities the world over are going to need to get radically great at managing air quality \u2014 especially traffic emissions \u2014 and fast. But, in the meanwhile, city dwellers who can\u2019t or don\u2019t want to quit the bright lights are stuck breathing dirty air. So it\u2019s easy to imagine consumer demand growing for in-home devices that can sense and filter pollutants as urbanities try to find ways to balance living in a city with reducing their exposure to the bad stuff.<\/p>\n<p><strong>Cleaner air<\/strong><\/p>\n<p>That\u2019s not to say that any commercial air purifier will be able to provide a complete fix. The overarching problem of air pollution is far too big and bad for that. A true fix would demand radical policy interventions, such as removing all polluting vehicles from urban living spaces. (And there\u2019s precious little sign of anything so radical on the horizon.)<\/p>\n<p>But at least at an individual home level, a large air purifier with decent filtration technology should reduce your exposure to pollution in the place you likely spend the most time.<\/p>\n<p>If, as the Blueair Classic 480i model does, the filtration device also includes embedded sensors to give real-time feedback on air quality it can further help you manage pollution risk \u2014 by providing data so you can better understand the risks in and around your home and make better decisions about, for instance, when to open a window.<\/p>\n<p>\u201cAir quality does always change,\u201d admits Blueair\u2019s chief product officer, Jonas Holst, when we chat. \u201cWe cannot promise to our consumers that you will always have super, super, clean air. But we can promise to consumers that you will always have a lot <em>cleaner<\/em> air by having our product \u2014 because it depends on what happens around you. In the outdoor, by your neighbours, if you\u2019re cooking, what your cat does or something. All of those things impact air quality.<\/p>\n<p>\u201cBut by having high speeds, thanks to the HepaSilent technology that we use, we can make sure that we always constantly fight that bombardment of pollutants.\u201d<\/p>\n<p>On the technology front, Blueair is using established filtration technology \u2014 Hepa and active carbon filters to remove particular matter and gaseous pollutants \u2014 but with an ionizing twist (which it brands \u2018HepaSilent\u2019).<\/p>\n<p>This involves applying mechanical and electrostatic filtration in combination to enhance performance of the air purifier without boosting noise levels or requiring large amounts of energy to run. Holst dubs it one of the \u201ccore strengths\u201d of the Blueair product line.<\/p>\n<p>\u201cMechanical filtration just means a filter [plus a fan to draw the air through it]. We have a filter but by using the ionization chamber we have inside the product we can boost the performance of the filter without making it very, very dense. And by doing that we can let more air through the product and simply then clean more air faster,\u201d he explains.<\/p>\n<p>\u201cIt\u2019s also something that is constantly being developed,\u201d he adds of the firm\u2019s Hepa + ionizing technology, which it\u2019s been developing in its products for some 20 years. \u201cWe have had many developments of this technology since but the base technical structure is there in the combination between a mechanical and electrostatical filtration. That is what allows us to have less noise and less energy because the fan doesn\u2019t work as hard.\u201d<\/p>\n<p>On top of that, in the model I\u2019m testing, Blueair has embedded air quality sensors \u2014 which connect via wi-fi to the companion app where the curious user can see real-time plots of things like PM 2.5 and tVOC levels, and start to join the dots between what\u2019s going on in their home and what the machine is sniffing out.<\/p>\n<p>The sensors mean the unit can step up and down the fan speed and filtration level automatically in response to pollution spikes (you can choose it to trigger on particulate matter only, or PM 2.5 and tVOC gaseous compounds, or turn automation off altogether). So if you\u2019re really not at all curious that\u2019s okay too. You can just plug it in, hook it to the wi-fi and let it work.<\/p>\n<p><strong>Sound, energy and sensing smarts in a big package<\/strong><\/p>\n<p>To give a ballpark of energy consumption for this model, Holst says the Blueair Classic 480i consumes \u201capproximately\u201d the same amount of energy as running a lightbulb \u2014 assuming it\u2019s running mostly on lower fan speeds.<\/p>\n\n<p>As and when the fan steps up in response to a spike in levels of potential pollutants he admits it will consume \u201ca little bit more\u201d energy.<\/p>\n<p>The official <a href=\"javascript:void(0)\">specs<\/a> list the model\u2019s energy consumption at between 15-90 watts.<\/p>\n<p>On the noise front it\u2019s extremely quiet when on the lowest fan setting. To the point of being barely noticeable. You can sleep in the same room and certainly won\u2019t be kept awake.<\/p>\n<p>You will notice when the fan switches up to the second or, especially, the third (max) speed \u2014 where it can hit 52 dB(A)). The latter\u2019s rushing air sounds are discernible from a distance, even in another room. But you hopefully won\u2019t be stuck listening to level 3 fan noise for too long, unless you live in a really polluted place. Or, well, unless you run into an algorithmic malfunction (more on that below).<\/p>\n<p>As noted earlier, the unit\u2019s smart sensing capabilities mean fan speed can be set to automatically adjust in response to changing pollution levels \u2014 which is obviously the most useful mode to use since you won\u2019t need to keep checking in to see whether or not the air is clean.<\/p>\n<p>You can manually override the automation and fix\/switch the fan at a speed of your choice via the app. And as I found there are scenarios where an override is essential. Which we\u2019ll get to shortly.<\/p>\n<p>The unit I was testing, a model that\u2019s around two years old, arrived with instructions to let it run for a week without unplugging so that the machine learning algorithms could configure to local conditions and offer a more accurate read on gases and particles. <span lang=\"EN-GB\">Holst told us that the U.S. version of the 480i is\u00a0 \u201cslightly updated\u201d \u2014 and, as such, this learning process has been eliminated. So you should be able to just plug it in and get the most accurate reads right away.\u00a0<\/span><\/p>\n<p>The company recommends changing the filters every six months to \u201censure performance\u201d, or more if you live in a very polluted area. The companion app tracks days (estimated) remaining running time in the form of a days left countdown.<\/p>\n<p>Looks wise, there\u2019s no getting around the Blueair Classic 480i is a <em>big<\/em> device. Think \u2018bedside table\u2019 big.<\/p>\n<p>You\u2019re not going to miss it in your room and it does need a bigger footprint of free space around it so as not to block the air intake and outlet. Something in the region of ~80x60cm. Its lozenge shape helps by ensuring no awkward corners and with finding somewhere it can be parked parallel but not too close to a wall.<\/p>\n<p>There\u2019s not much more to say about the design of this particular model except that it\u2019s thoughtful. The unit has a minimalist look which avoids coming across too much like a piece of ugly office furniture. While its white and gun metal grey hues plus curved flanks help it blend into the background. I haven\u2019t found it to be an eyesore.<\/p>\n<p>A neat flip up lid hides a set of basic physical controls. But once you\u2019ve done the wi-fi set-up and linked it to the companion app you may never need to use these buttons as everything can be controlled in the app.<\/p>\n<p><strong>Real-time pollution levels at your fingertips<\/strong><\/p>\n<p>Warning: This app can be addictive! For weeks after installing the unit it was almost impossible to resist constantly checking the pollution levels. Mostly because it was fascinating to watch how domestic activity could send one or other level spiking or falling.<\/p>\n<p>As well as PM 2.5 and tVOC pollutants this model tracks temperature and humidity levels. It offers day, week and monthly plots for everything it tracks.<\/p>\n<p>The day view is definitely the most addictive \u2014 as it\u2019s where you see instant changes and can try to understand what\u2019s triggering what. So you can literally join the dots between, for example, hearing a street sweeper below your window and watching a rise in PM 2.5 levels in the app right after. Erk!<\/p>\n<p>Though don\u2019t expect a more detailed breakdown of the two pollutant categories; it\u2019s an aggregated mix in both cases. (And some of the gases that make up the tVOC mix aren\u2019t harmful.)<\/p>\n<p>The month tab gives a longer overview which can be handy to spot regular pollution patterns (though the view is a little cramped on less phablet-y smartphone screens).<\/p>\n<p>While week view offers a more recent snapshot if you\u2019re trying to get a sense of your average pollution exposure over a shorter time frame.<\/p>\n<p>That was one feature I thought the app could have calculated for you. But, equally, more granular quantification might risk over-egging the pudding. It would also risk being mislead if the sensor accuracy fails on you. The overarching problem with pollution exposure is that, sadly, there\u2019s only so much an individual can do to reduce it. So it probably makes sense not to calculate your pollution exposure score.<\/p>\n<p>The app could certainly provide more detail than it does but Holst told us the aim is to offer enough info to people who are interested without it being overwhelming. He also said many customers just want to plug it in and let it work, not be checking out daily charts. (Though if you\u2019re geeky you will of course want the data.)<\/p>\n<p>It\u2019s clear there is lots of simplification going, as you\u2019d expect with this being a consumer device, not a scientific instrument. I found the Blueair app satisfied my surface curiosity while seeing ways its utility could be extended with more features. But in the end I get that it\u2019s designed to be an air-suck, not a time-suck, so I do think they\u2019ve got the balance there pretty much right.<\/p>\n<p>There are enough real-time signals to be able to link specific activities\/events with changes in air quality. So you can literally watch as the tVOC level drops when you open a window. (Or rises if your neighbor is BBQing\u2026 ). And I very quickly learnt that opening a window will (usually) lower tVOC but send PM 2.5 rising \u2014 at least where I live in a dusty, polluted city. So, again, clean<em>er<\/em> air is all you should expect.<\/p>\n<p>Using the app you can try and figure out, for instance, optimal ventilation timings. I also found having the real-time info gave me a new appreciation for heavy rain \u2014 which seemed to be really great for clearing dust out of the air, frequently translating into \u201cexcellent\u201d levels of PM 2.5 in the app for a while after.<\/p>\n<p>Here are a few examples of how the sensors reacted to different events \u2014 and what the reaction suggests\u2026<\/p>\n<p><em>Cleaning products can temporarily spike tVOC levels:<\/em><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832427 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/900b2_blueair-app-c-1.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p><em>Changing bed sheets can also look pretty disturbing\u2026\u00a0 \u00a0<\/em><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832429 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/581b0_blueair-app-bs.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p><em>An evening BBQ on a nearby roof terrace appears much, much worse though:<\/em><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832431 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/65da7_blueair-app-bbq.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p><em>And opening the balcony door to the street on a busy Saturday afternoon is just\u2026 insane\u2026\u00a0<\/em><\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832434 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/f0bfe_blueair-app-balcony.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p><strong>Uh-oh, algorithm malfunction\u2026<\/strong><\/p>\n<p>After a few minutes of leaving the balcony door open one fateful Saturday afternoon, which almost instantly sent the unit into max fan speed overdrive, I was surprised to find the fan still blasting away an hour later, and then three hours later, and at bedtime, and in the morning. By which point I thought something really didn\u2019t seem right.<\/p>\n<p>The read from the app showed the pollution level had dropped down from the very high spike but it was still being rated as \u2018polluted\u2019 \u2014 a level which keeps the fan at the top speed. So I started to suspect something had misfired.<\/p>\n<p>This is where being able to switch to manual is essential \u2014 meaning I could override the algorithm\u2019s conviction that the air was really bad and dial the fan down to a lower setting.<\/p>\n<p>That override provided a temporary \u2018fix\u2019 but the unnaturally elevated \u2018pollution\u2019 read continued for the best part of a week. This made it look like the whole sensing capacity had broken. And without the ability to automatically adapt to changing pollution levels the smart air purifier was now suddenly dumb\u2026<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832443 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/98ea8_blueair-app-am-3.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p>It turned out Blueair has a fix for this sort of algorithmic malfunction. Though it\u2019s not quick.<\/p>\n<p>After explaining the issue to the company, laying out my suspicion that the sensors weren\u2019t reading correctly, it told me the algorithms are programmed to respond to this type of situation by reseting around seven days after the event, assuming the read accuracy hasn\u2019t already corrected itself by then.<\/p>\n<p>Sure enough, almost a week later that\u2019s exactly what happened. Though I couldn\u2019t find anything to explain this might happen in the user manual, so it would be helpful if they include it in a troubleshooting section.<\/p>\n<p>Here\u2019s the month view showing the crazy PM 2.5 spike; the elevated extended (false) reading; then the correction; followed finally by (relatively) normal service\u2026<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832448 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/46544_blueair-app-month-1.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>\u00a0<\/p>\n<p>For a while after this incident the algorithms also seemed overly sensitive \u2014 and I had to step in again several times to override the top gear setting as its read on pollution levels was back into the yellow without an obvious reason why.<\/p>\n<p>When the level reads \u2018polluted\u2019 it automatically triggers the highest fan speed. Paradoxically, this sometimes seems to have the self-defeating effect of appearing to draw dust up into the air \u2014 thereby keeping the PM 2.5 level elevated. So at times manually lowering the fan when it\u2019s only slightly polluted can reduce pollution levels quicker than just letting it blast away. Which is one product niggle.<\/p>\n<p>When viewed in the app the sustained elevated pollution level did look pretty obviously wrong \u2014 to the human brain at least. So, like every \u2018smart\u2019 device, this one also benefits from having human logic involved to complete the loop.<\/p>\n<p><strong>Concluding thoughts after a month\u2019s use<\/strong><\/p>\n<p>A few weeks on from the first algorithm malfunction the unit\u2019s sensing capacity at first appeared to have stabilized \u2014 in that it was back to the not-so-hair-trigger-sensitivity that had been the case prior to balcony-door-gate.<\/p>\n<p>For a while it\u00a0seemed less prone to have a <em>sustained<\/em> freak out over relatively minor domestic activities like lifting clean sheets out of the cupboard, as if it had clicked into a smoother operating grove. Though I remained wary of trying the full bore Saturday balcony door.<\/p>\n<p>I thought this period of relative tranquility might signal improved measurement accuracy, the learning algos having been through not just an initial training cycle but a major malfunction plus correction. Though of course there was no way to be sure.<\/p>\n<p>It\u2019s possible there had also been a genuine improvement in indoor air quality \u2014 i.e. as a consequence of, for example, better ventilation habits and avoiding key pollution triggers because I now have real-time air quality feedback to act on so can be smarter about when to open windows, where to shake sheets, which type of cat litter to buy and so on.<\/p>\n<p>It\u2019s a reassuring idea. Though one that requires putting your faith in algorithms that are demonstrably far from perfect. Even when they\u2019re functioning they\u2019re a simplification and approximation of what\u2019s really going on. And when they fail, well, they are clearly getting it totally wrong.<\/p>\n<p>Almost bang on the month mark of testing there was suddenly another crazy high PM 2.5 spike.<\/p>\n<p>One rainy afternoon the read surged from \u2018good\u2019 to \u2018highly polluted\u2019 without any real explanation. I had opened a patio on the other side of the apartment but it does not open onto a street. This time the reading stuck at 400 even with the fan going full blast. So it looked like an even more major algorithm crash\u2026<\/p>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"vertical size-large wp-image-1832508 aligncenter\" src=\"https:\/\/i0.wp.com\/www.wordpressdynamos.com\/timesofnewscdn\/blog\/e349c_blueair-fail.png?resize=382%2C680&#038;ssl=1\" alt=\"\" width=\"382\" height=\"680\" \/><\/p>\n<p>Really clean air is impossible to mistake. Take a walk in the mountains far from civilization and your lungs will thank you. But clean<em>er<\/em> air is harder for humans to quantify. Yet, increasingly, we do need to know how clean or otherwise the stuff we\u2019re breathing is, as more of us are packed into cities exposed to each others\u2019 fumes \u2014 and because the harmful health impacts of pollution are increasingly clear.<\/p>\n<p>Without radical policy interventions we\u2019re fast accelerating towards a place where we could be forced to trust sensing algorithms to tell us whether what we\u2019re breathing is harmful or not.<\/p>\n<p>Machines whose algorithms are fallible and might be making rough guestimates, and\/or prone to sensing malfunctions. And machines that also won\u2019t be able to promise to make the air entirely safe to breathe. Frankly it\u2019s pretty scary to contemplate.<\/p>\n<p>So while I can\u2019t now imagine doing without some form of in-home air purifier to help manage my urban pollution risk \u2014 I\u2019d definitely prefer that this kind of smart hardware wasn\u2019t necessary at all.<\/p>\n<p>In Blueair\u2019s case, the company clearly still has work to do to improve the robustness of its sensing algorithms. Operating conditions for this sort of product will obviously vary widely, so there\u2019s loads of parameters for its algorithms to balance.<\/p>\n<p>With all that stuff to juggle it just seems a bit too easy for the sensing function to spin out of control.<\/p>\n<h2>10-second take<\/h2>\n<p><strong>The good<\/strong><\/p>\n<p>Easy to set up, thoughtful product design, including relatively clear in-app controls and content which lets you understand pollution triggers to manage risk. Embedded air quality sensors greatly extend the product\u2019s utility by enabling autonomous response to changes in pollution levels. Quiet operation during regular conditions. Choice of automated or manual fan speed settings.\u00a0Filtration is powerful and since using the device indoor air quality does seem cleaner.<\/p>\n<p><strong>The bad<\/strong><\/p>\n<p>Sensing accuracy is not always reliable. The algorithms appear prone to being confused by air pressure changes indoors, such as a large window being opened which can trigger unbelievably high pollution readings that lead to an extended period of inaccurate readings when you can\u2019t rely on the automation to work at all. I also found the feedback in the app can sometimes lag. App content\/features are on the minimalist side so you may want more detail. When the pollution level is marginal an elevated fan speed can sometimes appear to challenge the efficacy of the filtration as if it\u2019s holding pollution levels in place rather than reducing them.<\/p>\n<p><strong>Bottom line<\/strong><\/p>\n<p>If you\u2019re looking for a smart air purifier the Blueair Classic 480i does have a lot to recommend it. Quiet operation, ease of use and a tangible improvement in air quality, thanks to powerful filtration. However the accuracy of the sensing algorithms does pose a dilemma. For me this problem has recurred twice in a month. That\u2019s clearly not ideal when it takes a full week to reset. If it were not for this reliability issue I would not hesitate to recommend the product, as \u2014 when not going crazy \u2014 the real-time feedback it provides really helps you manage a variety of pollution risks in and around your home. Hopefully the company will work on improving the stability of the algorithms. Or at least offer an option in the app so you can manually reset it if\/when it does go wrong.<\/p>\n<p>Article source: https:\/\/techcrunch.com\/2019\/05\/25\/this-is-one-smart-device-that-every-urban-home-could-use\/<\/p>","protected":false},"excerpt":{"rendered":"<p>Living in a dense urban environment brings many startup-fuelled conveniences, be it near instant delivery of food \u2014 or pretty much whatever else you fancy \u2014 to a whole range <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[17],"tags":[23],"class_list":["post-15159","post","type-post","status-publish","format-standard","hentry","category-networking-and-communication","tag-network-and-communication"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - 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