Shining More Light on Solar Panels
Solar panels are the beacon of renewable energy, yet solar energy systems are not getting as much light as they could be. Joshua Pearce from Michigan Technological University and a team from Queen’s University in Canada have found a way to get more sun to shine on the panels and crank up the output by 30 percent or more. The work is published in the Institute of Electrical and Electronics Engineers (IEEE) Journal of Photovoltaics.
“We’re looking at this from a systems perspective,” Pearce says, who is an associate professor of materials science and engineering and electrical and computing engineering. He explains that the research focused on the system rather than individual panels mostly because the current set up for ground-mounted solar panel arrays is “wasting space.”
The iconic flat-faced solar panels installed in large-scale utility solar farms are spaced apart to prevent shading. As the sun shines on a photovoltaic system, sending electricity into the grid, a fair amount of that potential energy is lost as the light hits the ground between rows of panels. The solution is simple, says Pearce: Fill the space with a reflector to bounce sunlight back onto the panels.
Reflectors, or planar concentrators, are not widely used, however.
“Panels are usually warranted for 20 to 30 years,” Pearce says, explaining the warranty only guarantees under certain circumstances. “If you’re putting more sunlight on the panel with a reflector, you will have greater temperature swings and non-uniform illumination, but simple optics makes wrong predictions on the effect.”
Because of the uncertainty with potential hot spots, using reflectors currently voids warranties for solar farm operators. Pearce and his co-authors, found a way to predict the effects using bi-directional reflectance function, or BDRF.
Although the phrase sounds like a nightmare from algebra class, it is actually a set of math equations that people are used to seeing. BDRF is often used in movies and videogames to create more life-like computer generated imagery (CGI) characters and scenes. This works because BDRF equations describe how light bounces off irregular surfaces and predicts how the light will scatter, creating indirect brightening and shadows.
For their solar panel work, Pearce’s team created a BDRF model that could predict how much sunlight would bounce off a reflector and where it would shine on the array. “Real surfaces do not necessarily behave like perfect mirrors, even if they look like it,” Pearce says. “So we applied [BDRF] models to these materials, which scatter the light instead.”
By showing how the reflectors scatter light, the researchers started to take the risk out of using reflectors with solar panels. But even better, the reflectors greatly increase solar system output.
“The mathematics behind this is complicated,” Pearce says, explaining that the team wanted to “validate the predictive model, so the solar industry could start using our equations to design better solar farms.”
So the team took their model to the field and ran an experiment on Canada’s Open Solar Outdoors Testing Field in Kingston, Ontario. The results shined much more light on the problem than predicted by others.
With standard panels, not tilted at the optimum angle for the latitude, the increase in efficiency reached 45 percent. Even with a panel optimally tilted, the efficiency increased by 18 percent and simulations show it could be pushed to 30 percent with better reflectors.
“We expend a lot of blood, sweat and tears to make solar panels as efficient as possible,” Pearce says. “We work so hard to get a fraction of a percent increase on the module level; double digit returns on the systems level was relatively easy.
Such a large increase of efficiency at the system level then could greatly change how solar panels are installed, and with the economic payback, it could even mean major retrofits for existing solar farms.
“Solar farms are already beating antiquated coal technology on cost all over the US,” Pearce says. “There are more solar workers than coal workers now as both in the U.S. and Canada, coal plants are being shut down for cheaper and more environmentally-friendly solar. This just offers to sweeten the economic returns for solar farm investors.”
“The main goal here was to hand the solar farm developers the data needed on a silver platter, which they can then use to modify their farms and crank up their output and revenue by about a third,” Pearce says.
Live today at 11 a.m. - How to bump up #solar #photovoltaic output by 45% with low concentration. @mturesearch pic.twitter.com/gfsJGm8BRU
— Joshua Pearce (@ProfPearce) October 15, 2015
First, some background. What do you study @profpearce? #mtulive #solar
— MTU Research (@mturesearch) October 15, 2015
We work on #solar #photovoltaic materials, cells and systems. #mtulive Latest research is low concentration systems https://t.co/D98NKfSfeC
— Joshua Pearce (@ProfPearce) October 15, 2015
Not all solar systems can be in the Sahara or southern California.
Research in low concentration photovoltaics (PV systems) will help us in northern climes and cloudy places to find a bit more sunshine. Check out Joshua's latest paper on this.
Ok, this new #solar paper is about reflectors. Why do we need them in the first place @profpearce? #mtulive
— MTU Research (@mturesearch) October 15, 2015
Basic idea - put mirror in front of #solar array to reflect sunlight on cells. It works but warrant concern #mtulive pic.twitter.com/yveavOelLT
— Joshua Pearce (@ProfPearce) October 15, 2015
@mturesearch #mtulive They help boost the energy out of a #solar #photovoltaic array that is already in place. For the same PV you get more.
— Joshua Pearce (@ProfPearce) October 15, 2015
"[reflectors] boost the energy out of a #solar PV array that is already in place. For the same PV you get more." - @ProfPearce #MTULive
— Science MI (@sciencemi) October 15, 2015
Sunshine in a snowy place
Joshua first got interested in this work based on research he did at Queen's University looking at how snow acts as a reflector. here at Michigan Tech, we get more than 15 feet of snow on average in a Keweenaw winter.
Effects of snow on photovoltaic performance
So @ProfPearce, doesn't using reflectors void warranties? If so, do reflectors increase module degradation? #mtulive
— Solar Up (@solaruppv) October 15, 2015
#mtulive Today #solar low concentration voids warranties but data shows that this is unnecessary - temp swings norm https://t.co/tDYHCyNE6v
— Joshua Pearce (@ProfPearce) October 15, 2015
#mtulive We tested #solar systems with reflectors - monitored temperature and thermal images. pic.twitter.com/NQTTE93Lx4
— Joshua Pearce (@ProfPearce) October 15, 2015
How has the industry reacted, others open to innovation? #mtulive @SolarWorldUSA @MitsubishiSolar @SunPower @TheEnergyGang @SolarWakeup
— Solar Up (@solaruppv) October 15, 2015
Industry is worried about warranties, but difference between reflected/non-reflected is less than difference from shading #mtulive
— Heliolytics Inc. (@heliolytics) October 15, 2015
#mtulive #solar low concentration systems can now be optimization of specular
— Joshua Pearce (@ProfPearce) October 15, 2015
and non-specular reflectors using our models
@ProfPearce Specular as in sparkly? What difference does specular vs non make? #MTUlive
— MTU Research (@mturesearch) October 15, 2015
Specular like a mirror -- non-specular still reflects light - diffuses it over larger area like white paint #mtulive https://t.co/lyCyMRSaul
— Joshua Pearce (@ProfPearce) October 15, 2015
Reflectors and Models
Not all reflectors are equal nor are the models to understand them. Joshua explains what they used in their study to make this connection.
Reflectors work better for #solar w/ traditional flat glass than prismatic glass but can still boost 40% compared to controls #mtulive
— Joshua Pearce (@ProfPearce) October 15, 2015
When compared to control #solar module set at the optimal tilt angle for region, the
— Joshua Pearce (@ProfPearce) October 15, 2015
energy improvement is 18% for both systems #mtulive.
Our new model - nails the temperature for low concentration #solar #photovoltaic systems that reduces risk #mtulive pic.twitter.com/iCvxh5pV6a
— Joshua Pearce (@ProfPearce) October 15, 2015
@ProfPearce Why such a significant increase? #mtulive #solar
— MTU Research (@mturesearch) October 15, 2015
Yes - increases in #solar output are promising - looking to pilot scale it before retrofitting MW systems #mtulive https://t.co/zHwRMh0nio
— Joshua Pearce (@ProfPearce) October 15, 2015
It is like increasing the #power of the sun - you are increasing the flux with a mirror. #mtulive #solar https://t.co/8uP4hL7u5P
— Joshua Pearce (@ProfPearce) October 15, 2015
@ProfPearce Would parabolic reflectors diffuse light as an improvement over planar mirrors, esp. w.r.t warranty concerns? #mtulive #solar
— Abhi 🇨🇦 (@akantamn) October 15, 2015
We have looked at compound parabolic concentrators before - https://t.co/1DAv94bif4 for #solar systems #mtulive https://t.co/H9o5aBHPEp
— Joshua Pearce (@ProfPearce) October 15, 2015
@akantamn @ProfPearce Parabolic would increase concentration ratios, wouldn't allow diffuse and would require active tracking #mtulive
— Heliolytics Inc. (@heliolytics) October 15, 2015
#mtulive Reflectors replace costly Tilt and Rotate Systems?
— Bill (@wlittmann) October 15, 2015
Yes - absolutely trackers are expensive and can fail mechanically - low c #solar concentrators are fixed #mtulive https://t.co/7dFUCX3sMC
— Joshua Pearce (@ProfPearce) October 15, 2015
Right we want to keep it simple & cheap to continue to drive #solar prices even further below #oldenergy #mtulive https://t.co/KzauZ4rU8Y
— Joshua Pearce (@ProfPearce) October 15, 2015
@ProfPearce So tilt angles make a huge difference! That's very cool! #mtulive #solar
— MTU Research (@mturesearch) October 15, 2015
Yes -old simple optical models showed promise but didn't quite work https://t.co/oQcG7IXCyf #solar #mtulive https://t.co/zdQLqXi5xs
— Joshua Pearce (@ProfPearce) October 15, 2015
@ProfPearce awesome! Perfect chance to dig into the BDRF models then. Stay tuned for tweeted questions... #MTUlive
— MTU Research (@mturesearch) October 15, 2015
The Magic of the Movies
BDRF (Bi-Directional Reflectance Function) is what makes videogames, Pixar and action flicks so good. The models predict how light scatters depending on different angles, surfaces and other parameters. For solar, BDRF enhances our understanding of how reflectors and panels work in tandem to improve efficiency.
@profpearce Here's the first 1/2 of Q: Let’s talk BDRF. First, what does that stand for? #mtulive #solar
— MTU Research (@mturesearch) October 15, 2015
Bi-Directional Reflectance Function - it allows us to set up a great model for #solar #photovoltaic systems #mtulive https://t.co/sEiExlHds3
— Joshua Pearce (@ProfPearce) October 15, 2015
Second 1/2 of Q: What does BDRF of videogames and Hollywood have to do with #solar panels? #mtulive @ProfPearce
— MTU Research (@mturesearch) October 15, 2015
BDRF is used in #solar modeling to account for spectral effects (color) of sunlight to #pwn the system #mtulive https://t.co/FQ3ONuGj90
— Joshua Pearce (@ProfPearce) October 15, 2015
Also considered using it purposefully to raise flux & temp on amorphous silicon #PV https://t.co/a7OwqrUxbO #mtulive https://t.co/k6Mqu26DTf
— Joshua Pearce (@ProfPearce) October 15, 2015
@mturesearch @ProfPearce BDRF is the way energy scatters on surfaces, so we were able to reference Pixar and the USAF in the paper #mtulive
— Heliolytics Inc. (@heliolytics) October 15, 2015
We love #Pixar - it is fantastic how everything interconnects once you get to the equations #mtulive https://t.co/6mAgQ9OfrO
— Joshua Pearce (@ProfPearce) October 15, 2015
Applying the Technology
Several Michigan solar business owners wanted to know how BDRf and reflectors apply to their work.
#mtulive Is reflectance effective on both Poly-crystalline and Flexible Ti Metal Collectors?
— Bill (@wlittmann) October 15, 2015
Reflectors should work on any type of #solar #photovoltaic module, silicon is what we tested #mtulive https://t.co/k6Mqu26DTf
— Joshua Pearce (@ProfPearce) October 15, 2015
Can this work with residential systems or do you need large scale arrays for it to be effective? #solar #mtulive
— Solar Up (@solaruppv) October 15, 2015
This should work for residential #solar too. Homeowners may be more risk tolerant to boost their income #mtulive https://t.co/fgFNzCWDxg
— Joshua Pearce (@ProfPearce) October 15, 2015
@solaruppv I'm thinking about putting this on my 10kW system, but best suited to large scale. @tenKsolar has a rooftop system #mtulive
— Heliolytics Inc. (@heliolytics) October 15, 2015
Thanks #mtulive and @ProfPearce. Maybe I'll have some daring customers willing to try this out. Let me know how it goes for you @heliolytics
— Solar Up (@solaruppv) October 15, 2015
Joshua, what would you say is your Superior Idea with the use of solar panels? #mturesearch #mtulive #solar
— Superior Ideas (@SuperiorIdeas) October 15, 2015
@SuperiorIdeas include retrofitting existing #solar #PV farms and new farms to boost #renewable #energy #mtulive https://t.co/p0yZVbVJ8F
— Joshua Pearce (@ProfPearce) October 15, 2015
Thanks!
Our #mtulive chat time is up, keep the discussion going if you like! check out how to join Joshua's research team. http://t.co/4L8WEY18k0
— MTU Research (@mturesearch) October 15, 2015
@mturesearch Great discussion today -- thank you for bringing this to the public. #MTULive #solar
— Science MI (@sciencemi) October 15, 2015
#mtulive Thank You for your time Dr Pearce, GO SOLAR HUSKIES!!
— Bill (@wlittmann) October 15, 2015
Michigan Technological University is a public research university founded in 1885 in Houghton, Michigan, and is home to nearly 7,500 students from more than 60 countries around the world. Consistently ranked among the best universities in the country for return on investment, Michigan’s flagship technological university offers more than 120 undergraduate and graduate degree programs in science and technology, engineering, computing, forestry, business, health professions, humanities, mathematics, social sciences, and the arts. The rural campus is situated just miles from Lake Superior in Michigan's Upper Peninsula, offering year-round opportunities for outdoor adventure.
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