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received awards and prizes for their innovative research,

including 22 “Best of Category” winners, who each

received a US$5,000 prize. The Intel Foundation also awarded a

US$1,000 grant to each winner’s school and to the affiliated fair

they represent.

“The breakthrough ideas presented at the Intel International

Science and Engineering Fair by Ivo Zell, Amber Yang and Valerio

Pagliarino truly have the capacity to change our world for the

better,” said Maya Ajmera, president and CEO of Society for

Science & the Public and publisher of Science News. “As our world

grows increasingly complex, we need innovative, transformative

ideas to identify new solutions to our world’s most intractable

challenges. Congratulations to all our finalists as well as our top

three winners on their extraordinary research projects.”

The Intel International Science and Engineering Fair encourages

millions of students to explore their passion for developing

innovations that improve the way we work and live. All finalists

are selected by an affiliated, local competition and receive an

all-expenses-paid trip to the Intel International Science and

Engineering Fair. At the competition, finalists are judged by

hundreds of science, engineering and industry professionals

who have a Ph.D. or equivalent (six years of related professional

experience) or are senior graduate students with doctoral-level

research in one of the 22 scientific disciplines listed above.

A full listing of finalists is available in the event program. The 2017

Intel International Science and Engineering Fair is funded jointly

by Intel and the Intel Foundation with additional support from

dozens of corporate, academic, government and science-focused

sponsors. This year, approximately US$4 million was awarded.

Imec Presents Highly Accurate Model for Energy Yield

Prediction of Photovoltaic Modules

imec, the world-leading research and

innovation hub in nano-electronics,

energy, and digital technology, and partner

in EnergyVille, will introduce simulation

software that accurately predicts the

daily energy yield of solar cells and solar

modules under varying meteorological

and irradiation conditions. Imec’s model

combines optical, thermal and electrical

parameters to provide detailed insight on

thermal gradients in the solar module. The

model integrates the effect of these gradients, resulting in a

significantly better accuracy (root mean square error of only

2.5 percent) than commercially available software packages

for energy yield estimation.

Solar cell efficiencies and photovoltaic module performances

are typically only measured under standard lab conditions.

However, in reality, photovoltaic modules are operated in the

field under conditions that are substantially different from

these standard lab conditions. They are exposed to varying

meteorological conditions in terms of irradiation, temperature

and wind, which, in addition, all vary during the course of

the day. In contrast to most existing models for energy yield

calculation, imec’s model starts from the physical parameters

of the solar cells and the used materials, and includes on top

of that their variations due these changing external conditions.

In this way a ‘closer to reality’ model

is obtained, enabling a more precise

assessment of the effects of solar cell

and module technology changes on

the energy yield of these photovoltaic

cells and modules.

Imec’s simulation software features

a coupled optical-thermal-electrical

approach and provides detailed

insight on thermal gradients in the

solar module and their effect on

energy yield. The incorporation of wind and thermal transient

effects produced a highly accurate calculation of daily energy

yield with a root mean square error of only 2.5 percent, under

strongly varying meteorological conditions (e.g. clouds passing

by, changes in wind speed, ….) compared with the actual

measured output. This is significantly better than energy yield

calculations that could be obtained using commercial software

packages under these varying weather circumstances.

“This record accuracy was obtained thanks to validation tests

under controlled circumstances, such as wind tunnels, as well

as from detailed data series with fine time granularity from

PV modules in the field,” stated Hans Goverde, researcher at

imec.

“It is an excellent tool to make a rapid assessment of material

and technology changes at the cell and module level

18 l New-Tech Magazine Europe