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By playing eco-games on the app - POWERZ, students, professors and staff will be providing information that will help the university conserve power such as indicating empty lecture theatres with lights turned on and venues where the air-conditioning is too cold. The information will be relayed to NTU's facilities management department who will be able to make changes to the settings and conserve energy university-wide. The researchers behind this new app have also carried out energy tests at NTU's academic buildings and it shows that the app could potentially save the university about $2 million a year in energy consumption. The app is part of NTU's commitment to sustainable development through its EcoCampus initiative, which aims to achieve a 35 per cent reduction in its energy and water usage, carbon footprint and waste output by year 2020. The new app was launched today by the Minister for Water and Environment Resources, Dr Vivian Balakrishnan, at NTU's GreenFest 2015, the annual flagship event of Earthlink NTU. Designed as a massively multiplayer online role-playing game, each player will get to create their own virtual avatar and score points to unlock further customisation options by playing in-game activities. The in-game activities pit users against each other, where they score points through environmentally-friendly behaviours such as using fans instead of air-conditioning in residential halls.
Apart from daily activities, there are also weekly challenges that keep users on their feet, such as a virtual race to switch off all the lights in empty rooms around the campus. Students and staff can track their own and friend's progress through a campus-wide leaderboard, and strut their elaborate avatar design on a real-time interactive campus map.
The app not only helps raise awareness on energy conservation such as how 10 per cent of electricity bills is cut for every degree Celsius raised when using air-conditioning, but also allow users to earn tangible rewards. Students and staff playing the app can earn points which can be be redeemed for lucky draws and food vouchers. Associate Professor Yohanes Eko Riyanto, Principal Investigator for the POWERZ project said, "Simple everyday actions such as switching off the lights and taking the stairs instead of the lift, can go a long way in creating a more sustainable future. POWERZ introduces a new concept of empowering individuals to play a direct role in energy conservation through crowdsourcing.
Mr Nilesh Jadhav, Programme Director NTU's Ecocampus initiative said, "This remarkable concept can be extended to other campuses and even housing precincts in Singapore to engage and inform users on the importance of conserving energy. The POWERZ app is developed in collaboration with the GDF SUEZ Lab Singapore, which develops innovative solutions to meet the energy challenges of South East Asia. Raphael Schoentgen, Member of the Executive Committee and Director of Research & Technologies at GDF SUEZ said, "With this project, GDF SUEZ aims at raising citizens' awareness on energy efficiency and reduce buildings' consumptions at the same time, which is a welcomed challenge.
Nanyang Technological University (NTU) and Toshiba have developed an advanced cooling technology that will enable data centres in tropical countries to be more energy efficient, cutting energy bills by one-third.
Nanyang Technological University (NTU) has built Singapore's first tidal turbine system to test the viability of tapping tidal energy to generate electricity here. Scientists from Nanyang Technological University (NTU) and German Aerospace Centre (DLR) have invented a 2-in-1 electric motor which increases the range of electric vehicles. Nanyang Technological University Singapore (NTU Singapore) will be building a hybrid micro-grid which will integrate multiple large-scale renewable energy sources.
Nanyang Technological University (NTU) students have built Singapore's first urban solar electric car with an innovative 3D-printed body shell that has 150 parts. High-frequency antennas transmit radio waves across vast distances and even over mountain ranges using very little energy, making them ideal for military communications. Virtual reality, oddly enough, isn't immune to the problems that arise in practical reality.
Apple is edging its way a little further into health care with the release of new iPhone apps that patients can use to manage their own medical conditionsa€”from diabetes to pregnancy and even depression. It's now possiblea€”though neither easy nor particularly convenienta€”to buy stuff on Facebook via automated messaging "bots." But it's far from clear that people really want to go shopping on the social network. Wea€™ll schedule a visit to your facility, conduct a free lighting audit, define youa€™re lighting problems and review all of the LED benefits. The economics of LED lighting makes the technology a compelling one for governments that are struggling to cut expenditures while trying to meet a€?greena€? goals.
For example, a 2013 New York State Department of Energy Conservation report says that if all state municipalities replaced existing incandescent streetlights with LED bulbs a€” which are brighter, more energy-efficient and longer-lasting a€” it would reduce energy consumption by 22.3 million kilowatt-hours annually, while cutting greenhouse gas emissions by 9,200 tons.
On top of that, the report suggests that switching from traditional mercury vapor streetlights to LED doesna€™t just significantly reduceA  energy and maintenance costs (a big deal, since street lighting makes up roughly 40% of the statea€™s municipality electrical bills), but also the number of lamp posts needed is more effective as well. SmartPlanet profiled an example of LED savings in action, telling the story of a NYC property owner who is retrofitting 21 properties with LED lighting (replacing fluorescent, incandescent and halogen fixtures) for an energy savings of $750,000. Plus, the fact that LED lighting is solid-state means it can be controlled by software, leading to a whole new avenue of growth: programmable lighting. LED Lighting is a new technology that promises to replace all other types of lighting by 2020. In short, it saves 40-90% on lighting, has a very long lifespan, and looks better than other types of lighting and is easily controlled. LED's are expensive, but they will pay offA  in about 1-10 years and save tons of money in the long run.
One LED lamp will last as long as several traditional lights, saving money on replacements. The answer is simple: because of SSL's rapid ongoing improvements and superior energy-saving potential. That doesn't mean DOE has abandoned lighting controls and other light source technologies, however. DOE is keeping a close watch on solid-state lighting, in both the lab and the marketplace, to make sure it doesn't run into the same roadblocks that slowedA market acceptance of compact fluorescent lamps (CFLs) back in the 1990s.
There's little doubt that solid-state lighting ultimately will emerge as the technology of choice for an unparalleled variety of applications, because, all things being equal, everyonea€”building owners includeda€”wants to save energy and protect the environment. DOE has made a long-term commitment to advance the development and market introduction of energy-efficient solid-state lighting.
With three annual workshops that collectively bring together approximately 700 attendees, as well as periodic stakeholder roundtables, DOE's solid-state lighting program is open and participatory and coordinates with many lighting and standards groups, such as the Illuminating Engineering Society of North America, the International Association of Lighting Designers, the National Electrical Manufacturers Association, the American National Standards Institute, and the National Institute of Standards and Technology. Thanks to smart meter technology, electricity alerts are another great tech tool that can help you save energy and better manage your usage. Budget alerts allow you to establish a budget limit for your monthly bill and receive an alert when your usage looks like it will exceed that limit.
Usage alerts, delivered via email or text message, allow you to select a percentage threshold and then receive a notification when your usage hits that threshold.
All of our energy management alerts are free to you when you sign up for a TXU Energy MyAccount. One of the most innovative features of Little Eye is its ability to measure power consumed by an app, broken down by the various components of the phone.
Lets take the CPU for example: Little Eye tracks how many cycles of CPU are being used by the app every second. Little Eye has carefully built up power models that can calculate the milli-watts of power consumed, based on how many resources the app is using to a large degree of accuracy. Granular – Little Eye can report the power consumed, broken down per-app and per-component. Cross-Device – Since all the power is modeled onA the same model device, you can run your tests on physically different devices, but the power consumed is modeled and reported for the same model device. Reliable – You can run the same test over and over again and get reliable power numbers.
The Little Eye power model has been built with great care to be as accurate and reliable as possible, so you know you can depend on it when you run your tests on your apps.
Little Eye collects several metrics that allow sophisticated performance analysis and insights for your Android apps.
First, there’s an agent running on the phone, which runs alongside your App, collecting performance data about your App. The second component of little eye is the desktop component – the little eye UI running on your workstation. Since the Little Eye agent on the phone is running in its own process, there is no integration or SDKs involved. Another great benefit of running in a separate process is that if your app crashes, it doesn’t affect the data collection of little eye. Because the device collection and collation are separated, you can actually disconnect the USB cable once the monitoring has started, and walk around with the device.
Pre-Production testing (testing your app thoroughly before it hits the app store) is an important part of the release cycle of mobile apps, it is critical for a variety of reasons.
But with the advent of mobile apps, developers have discovered that the way of doing things that worked in the web world don’t translate as easily to the world of mobile apps. When things go wrong in a web-app, it is relatively easy to roll it back to a previous working version.

This makes it even more important that when you ship an app to the app store, you should be very sure of its quality. We benchmarked the three most popular Bollywood Song streaming apps from the Google Play Store to see how well they performed, in terms of Data consumed, power drained and CPU efficiency. As expected, the power consumed by each app depends significantly on the amount of data downloaded and the bitrate of the song being played.
As the power consumption graph below shows, some apps were doing intermediate data transfers as the song was playing. Most of the data was downloaded upfront, with only some data downloaded as the song was playing for all the Apps. Even though we used the same song to compare the 3 apps, they were probably using different bit rates, different encodings, different formats of metadata and DRM schemes and different logging and tracking mechanisms. Hungama was the most data-efficient App, but probably at the cost of a lower bit rate of the song. When you run Little Eye on your App, in the memory view, 3 important statistics about your App’s memory are reported.
If your App gets a very high PSS score, your App is likely to be killed by the Android system. Generally speaking, a memory leak in Java happens when you hold on to an Object long after its purpose has been served. More practically though, Memory leaks tend to happen most often through the use of collections. A common test case involves starting at a known screen in your App, doing a series of testsA and returning back to the same place. Eventually, the red line will hit the threshold for the App (the dotted line on the top), and the App will crash. When an App requests for a fine-grained location, the device will try to turn on the GPS and get the A device’s accurate location.
Nearly 450mW of power is drawn trying to get a fix on a Nexus One, compared with about 175mW to maintain the GPS state. This means if your App is requesting for a GPS update frequently, and if the device has to get a GPS fix everytime, the battery drain because of the App is going to be enormous.
GPS-based apps often have this problem – They register for an update from the GPS to update their location. Users often have several apps installed on their phones, and all these apps run alongside each other. One common example of this problem is when your App gets un-necessarily woken up because another App has registered for a notification from Android. These are just some of the issues with battery drain that can be easily addressed with little eye. Because the CPU is being so heavily taxed, the scroll will appear jerky and rough on slower phones, or if the CPU is busy when the user touches the screen. Next week, we’ll see other kinds of issues that may cause excessive battery drain among certain types of apps.
With just a few taps on Nanyang Technological University's (NTU) new mobile app, the central air-conditioning temperature settings could be adjusted, helping the university save on its energy bills. There are plans to exend the range of rewards for students who play the game, such as book and transport vouchers. The app provides a fun and exciting way to nudge people to be more environmentally conscious". This new model of community engagement could also be used by other organisations to generate energy savings. Exterior and interior general illumination, safety and security, general production and service lighting uses are just some of the financial energy savings that local businesses and municipalities can benefit from.
We will show you the energy and installation savings you will achieve while filling your buildings with the most beautiful, brilliant white light youa€™ve ever seen. Despite the higher initial investment, switching to LEDs from incandescent lighting can quickly pay off on both fronts, while avoiding the complaints and limitations associated with the compact fluorescent (CFC) bulbs that havena€™t quite lived up to their expected potential.
The switch would also save on maintenance costs since bulbs would require less frequent replacement. Even at the current, high-cost of LED bulbs, the estimated payback on the project is only three years, with the remaining lifespan of the LED bulbs (which should be at least another 10 years) representing pure savings. This has been on full public display through large scale installations like San Franciscoa€™s Bay Bridge and New Yorka€™s Empire State Building, and has begun to catch on at the home level thanks to app-controlled LED lighting systems like Philipsa€™ (NYSE:PHG) Hue wireless system. Department of Energy has invested with industry partners in research and development of solid-state lighting (SSL)a€”including both light-emitting diode (LED) and organic light emitting diode (OLED) technologies. DOE still invests to a large degree in promoting the most efficient forms of conventional lighting technologies, through such implementation programs as Building America, the Commercial Buildings Integration Program, and the Federal Energy Management Program. Accelerating the pace of commercialization for SSL will hinge on improving cost competitiveness and quality.
DOE watches closely for problems with poor-performing SSL products that are not yet ready to compete with incumbent technologies, including products that fail to meet manufacturers' performance claims. Meanwhile, all things are not equal, which is why DOE repeatedly emphasizes that SSL is right for some applications but not for othersa€”and why education and due diligence should be key elements in any lighting specification and purchasing process.
Its comprehensive national program addresses research and development, demonstrations, testing and quality control, market development support, and buyer supporta€”all in service of maximizing the energy-efficiency of SSL products in the marketplace.
It's also highly transparent, publishing numerous reports and roadmaps that are posted online at this website. Between work commitments and taking care of your family, it can be nearly impossible to keep track of everything you need to know without some help. TXU Energy offers three different types of email and text alerts that will work with your smart meter to help you stay on top of your energy consumption.
For example, this summer, perhaps you’ll want to know when you’re using 20 percent more energy than you did last winter. We built the power model by hooking up an actual power monitor to a phone that let us measure instantaneous power that the phone is drawing. So, if you make even small improvements to your app’s algorithms or data structures, you can measure the impact that the new code has on power consumption. The agent runs in its own process, so there’s no need to modify or change your App (or its APK) in any way.
This collects the data that the on-device agent has sent over, and performs a whole host of collation, correlation, analysis and insights operation on the data, and shows it inside the App. Little eye will continue to monitor and record your app, collecting all information leading up to the crash and the crash itself. Little Eye will restart from the crash, and the absolutely worst case scenario is that little eye will have lost some data.
The Little Eye agent on the phone has about 20 minutes of buffer space, so as long as you connect the device back to the desktop in under 20 minutes, the desktop component will be able to get all the monitoring data, without missing a beat.
With the advent of web technologies and agile methodologies, the focus shifted from having an extensive pre-launch test suite to quickly identifying errors and iterating over the code quality. App store policies can sometimes get in the way of doing a daily release (On some platforms, it’s not even possible to do a new release every day). This enables higher amount of risk taking when releasing a new build, because in case things don’t work out, you can always roll back.
If an app is behaving badly by crashing or freezing often, users will not hesitate to simply uninstall it.
Here, Gaana was consuming the most amount of CPU, with Saavn and Hungama using lesser amount of CPU to play the song.
The power usage was higher than expected, given though the song’s size was the least. The Dalvik memory usage, which is how much memory is consumed by the Java heap, the Native memory, which is how much memory is being used by the process outside of the JVM.
Maybe this is something you can handle, but getting killed in the background unexpectedly can have consequences for your App, especially if you’re relying on some background activities or services to do work.
While an app has to be prepared for getting killed ANY time it’s not in foreground, it helps reduce those chances if the PSS is lesser. You can switch to the Memory view in Little Eye, and watch the growth of the Java heap as you run through your various test cases. Everytime I viewed a page and returned back to the home screen, the App’s memory would increase (the red line). This should come as no surprise, since the power consumed by the device when using the GPS is quite high, and an App using the GPS incorrectly can do serious damage to the battery life.

Fine grained, which uses the Global Positioning System to get the device’s location accurate to within a few meters, vs coarse-grained, which uses the Wifi, Cell towers and other data available to the device to get a rough (accurate to 10s of meters) location of the device. Note that the GPS is turned on only after your App registers to receive location updates (Having the GPS permission in the manifest in itself does not turn on the GPS) A Getting the location via GPS is actually a two-step process.
This is the step where the device is looking to get a lock on at least 4 satellites, so it can triangulate its position accurately.
Getting a satellite fix uses up almost 2.5 times as much power as maintaining the GPS position after the fix has been obtained. This means Android won’t look for a GPS fix just for you, but if another App requests for it, then you will be notified as well.
Things like consuming CPU while sleeping, updating the screen too frequently and unnecessary animations all contribute to draining a user’s smartphone battery faster than expected. While the user is using the App, it consumes prodigious amounts of battery, but even after the display has been turned off, the App continues to use CPU and Wifi for a long time, causing excessive battery drain.
Maybe a deals app that tries to find what deals are in the area or a app that lets you check-in into places. This means, that in some cases, your app’sA behaviorA may be influenced by how other apps on the phone behave.
When Android wakes up an App, it then chains the notification, waking up everyone else registered for that notification.A AlthoughA technically your app is not to blame for getting frequently woken up, the user will blame your app, since the excessive battery drain started after they installed it.
You can easily identify if your app isA susceptibleA to power bugs, and then take steps to fix it, before it reaches the Android market place so users don’t leave those dreadful 1-star reviews. Despite the App being in the background, it is waking up every 3 seconds, and consuming a little bit of CPU.
You want it to have cool animations and smooth transitions, wowing the user with fantastic user experience.
To make sure that your App is not doing something unexpected and draining away too much battery, take Little Eye for a test drive. There are also plans to extend the application for island-wide use, such as in schools and even HDB households. By converting to LED lighting, we can reduce energy use and energy costs, improve light pollution and light quality and improve where light is directed. All with no ballast to fail, no blinking, no bugs, no noxious mercury, no noise, no waiting for lights to restart.
The story points to LED lighting as a€?low-hanging fruita€? for commercial property owners looking to slash the 25% to 30% of their energy bill that lighting typically consumes. Today, the purchase price of LED lighting products is generally higher than that of their conventional counterparts, often by a long shot, and the energy savings often aren't enough to offset the difference within an attractive payback period. A significant part of DOE's function is to educate consumers as well as the lighting community about those claims and other pitfalls in the SSL marketplace. Technology has made it easy to get alerts of all kinds, and make you aware of a vast amount of information.
The device is then put through a series of tests, wherein the various components of the device are loaded at various levels, all the while measuring how much power is being drained as reported by the power monitor hooked up to the device. For example, you can change the color scheme of your App, and immediately see how much impact it has on the display power consumed by your app. The agent is contained inside the desktop component, and is installed automatically onto the device when you startup little eye.
This is a great way to test your App in real world conditions, without needing to tether it to your workstation all the time. Plus, you can be sure that all your users are always using the latest version, which means you don’t end up supporting mistakes that could have crept in into older versions of software. Plus, there’s no guarantee that your users are always using the latest version of your app, as users may not have upgraded for a variety of reasons. Plus, since the software is running on servers that you control, you have full understanding of the environment in which the app is running, along with extensive context around the state of the server to debug crashes and performance issues.
A recent survey by Apigee of mobile users found that 44% of users will immediately uninstall an app if it freezes or performs badly.
In our test, Hungama was the most power-efficient App on Wifi, where as Gaana was the most power efficient App when on 3G. Whether the App was on Wifi or 3G didn’t seem to affect the amount of data downloaded significantly. If this is not done, power consumed can increase substantially (As seen in the previous section). The Android system is likely to kill Apps that are using too much memory (especially if the App is in the background), so the Android system needs to find a way to reliably compute how much memory your App is responsible for. External libraries and the JVM’s executable code are examples of areas of memory that can be safely shared across processes. To fix the leak, the items[size] reference should be set to null before returning the element. If the memory consumed after is higher than when you started off, you’ve probably leaked some memory during the test.
What is happening is that each time a new activity was loaded, the App downloaded some data, and forgot to clear it when the used returned to the home screen, resulting in the leak.
If you frequently request for fine-grained location, and the device has to get a GPS fix every time, it is going to be very expensive.
However, sometimes, Apps continue to use CPU and other resources even when the display is off, obviously wasting resources.
The problem here is that the GPS notifications come every so often, and if your app is consuming battery for every notification, you’re going to quickly drain the users battery. When certifying your app, you need to make sure it works well with other popular apps that the user is likely to have on their phones.
These kinds ofA behaviorsA have been difficult to identify and track down so far, but Little Eye can make this task really easy. Before you know it, a user that launched this App and then pressed the home button is going to find that the entire battery has been drained out!
Now, when the app is counting the time, how many significant digits should you show on the screen?
Now is an excellent time for businesses and municipalities to consider converting to LED lighting and reap these benefits. However, DOE's program is intended to drive aggressive cost reduction, and the current rate of cost decline in LED lighting systems is about 20 percent a year.
You can set alerts on bank and credit card accounts to bring worrisome activity to your attention. In all, we runs several tests across various components on the device to map resource usage to the actual power consumed.
If the app’s power consumption increases by over 5%, you can assume that your app has a new bug or a regression. The agent collects data (once every second), by querying a whole host of OS and Android level interfaces.
This means bugs in the released version of the app have a higher chance of being in front of users for longer. Therefore, plan for extensive pre-production testing while you’re developing your app, so users can enjoy your app the very first time they use it! It may be a good idea to free memory and objects that you no longer need in the background, and disconnect from any shared memory that you no longer need when you go into the background. Once the satellites have been locked, the device goes into the tracking mode, where it can continuously get updates about the device.
Take the example of the app alongside: It gets a GPS notification, and everytime, does some computing and Wifi downloading.
When the timer is active, it’s consuming almost 40% more power than when the timer is off, everything else being the same.
The App may benefit from batching data transfers, without which, the power consumed by the App was considerably higher than its peers.
And if you run the timer for any more than a few laps, it’s going to rapidly drain out the user’s battery! Since environmental factors are often the cause of performance problems and crashes, and these issues make it very hard to pinpoint problems happening on a users phone.

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