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5 year study by NAIT shows angle of panel is more significant than snowfall in Northern Alberta

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Study looks at impact of snow and angle of solar panels Old Man Winter takes a lot of flak in Alberta for everything from costly heating bills to frozen car batteries. But when it comes to the impact on solar panels, winter gets an unjustified bad rap.
A five-year study led by NAIT’s Alternative Energy Technology program found that snowfall on photovoltaic solar panels results in about a 3% energy loss. That’s significantly less than the 20% drain that industry had traditionally estimated despite a lack of data.
Tim Matthews, a technologist and one of the leads on the study, says the results will improve modelling used to estimate solar energy production that determines return on investment. Ultimately, that means a win for consumers.
NAIT launched the reference array snow study in 2012 with the City of Edmonton and Solar Energy Society of
Alberta. A system of 12 solar modules was installed atop the Shaw Theatre on Main Campus to not only measure the impact of snow on the system, but also how the tilt of each module affects energy production.
“The rule of thumb throughout industry was to design a system as if it had no snow and then wipe 20% of energy production off the slate – we’re going to lose 20% because we’re in Canada,” says Matthews. “Everybody was terrified of underestimating the impact of snow and latitude [on energy production].”
They found that the angle of the solar panels has a far greater impact on energy production than snowfall. Solar modules were fixed at six different angles – 14, 18, 27, 45, 53 and 90 degrees – which represent roof pitches commonly found on commercial buildings and homes. Six modules were cleared of snow every day, while the remaining six served as a control.
The least efficient was the module set at 90 degrees, like a wall-mount system, which saw a 24% loss in performance. The
module tilted to 53 degrees was most efficient, which confirmed an industry standard that solar systems are optimized when tilted to the equivalent of a city’s latitude.
The ideal angle for maximum production with snow accumulation was 45 degrees.
Matthews cautions that even five years worth of data is a small window when dealing with fluctuating variables such as
weather. But for a homeowner or business who already has historic data on their energy consumption, the tilt and snow impact clear up what had been a cloudy picture in predicting the cost-benefit of solar.
“Having this information raises the level of precision when it comes to engineering, design and production modelling,” says
Matthews. “A company that’s doing solar installation and design can go to a client and say, ‘This is precise. You can take this to the bank.’”
Crunching five years of data The work of crunching through all the data fell to students (and now grads of the class of ’18) Christian Brown and Jackson Belley as the basis of their final course project, or capstone.
That’s no mean feat considering energy performance data was collected from all 12 solar modules every five minutes every
day for five years – enough to fill 6,000 spreadsheet files.
“It was an insane amount of data,” says Brown. “That was not quite half, maybe the first third of the project. Months of work. It was a lot of learning.”
After five years of getting up at all hours to clear snow from the reference array – including Christmas – Matthews is glad
to be rid of that daily chore. For anyone who operates a solar system, he cautions that snow should only be cleared if it’s
safe to do so, such as on a flat commercial roof.
“Should you clean the ones on your [pitched] roof? Heck no,” he says. Nor does he recommend asking a contractor to
remove it. It’s just not worth it for the minimal gain in power efficiency from a snow-free solar system.
“Our recommendation is that it makes no sense. One hour of time from a professional or an apprentice is just not worth
it.”
Data was gradually exported by day, month, season and year, making it more digestible and user-friendly for industry,
government and institutions, but also the schools and not-for-profits, who are interested in the information.
The study’s interim findings are available online, while the students’ final report with datasets will be published on the
Alternative Energy Technology program page this fall. It’s expected to be a hot commodity. (Anyone can request the data now).
“The amount of requests that we get [for the data], it’s obvious people are interested and they want to know how does snow
affect solar modules,” says Belley.
Brown adds it’s a pretty cool feeling to work on a class assignment that has a major real-world impact. “The idea of solar won’t be as much of a gamble any more.”
Plans are also in the works to submit the findings for peer review and publication in a scientific journal.
After reading this report and remembering that both the Province of Alberta and the City of Red Deer are looking into a program that would pay for the program and be billed via your property taxes over 10 years.
The province and the city were very much forward thinking, I would offer and if snow loses only 3 % of power it does make more sense. Right?

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conflict

Trump: ‘We’ have control over Iranian airspace; know where Khomeini is hiding

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From The Center Square

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President Donald Trump broke from a meeting with his national security team Tuesday to share a series of social media posts signaling trouble for Iran.

The president announced control over Iranian airspace and knowledge of where Ayatollah Khomeini, Iran’s supreme leader, is being held while also calling for an “unconditional surrender.”

Trump claims Khomeini is “safe” for now but wouldn’t rule out killing the leader.

“We know exactly where the so-called ‘Supreme Leader’ is hiding. He is an easy target, but is safe there – We are not going to take him out (kill!), at least not for now. But we don’t want missiles shot at civilians or American soldiers. Our patience is wearing thin. Thank you for your attention to this matter!” Trump posted on Truth Social.

Israel has conducted five days of bombings inside of Iran an an attempt to destroy facilities housing its nuclear program and other military infrastructure. Iran has retaliated, bombing Israel, including civilian locations.

Before the president’s post on the Iranian leader’s whereabouts, he touted complete control over Iranian airspace.

“We have complete and total control of the skies over Iran. Iran had good sky trackers and other defensive equipment, and plenty of it, but it doesn’t compare to American made, conceived, and manufactured ‘stuff.’ Nobody does it better than the good ol’ USA,” Trump posted.

It is unclear if the president was referring to U.S., Israeli, or a combination when talking about “we.”

Achieving control over Iranian airspace could be key to any U.S. involvement in carrying out missions to eliminate nuclear capabilities inside the Islamic Republic.

The Iranian Fordow nuclear site, located deep below a mountain, may only be penetrated by a Massive Ordinance Penetrator, also called a bunker buster. Currently, Israel is not equipped with a bunker buster and a B-2 bomber used to drop the explosive device.

The posts come as Trump swiftly returned to the White House early Tuesday morning, ahead of schedule, from the G7 summit in Alberta, Canada.

Upon returning to the White House early Tuesday, the president said he would head to the situation room. He argued that returning to the White House allowed him to learn more.

Trump told reporters onboard Air Force One earlier Tuesday that he wasn’t looking for a ceasefire but is seeking “a real end” with the Islamic Republic “giving up entirely” on their nuclear weapons program.

The president underscored previous comments regarding Iran not having nuclear weapons.

“Iran cannot have a nuclear weapon. It’s very simple – you don’t have to go too deep into it. They just can’t have a nuclear weapon,” Trump told reporters.

“I’m not too much in the mood to negotiate [with Iran],” Trump told reporters. “An end, a real end, not a ceasefire, real end.”

Trump posted an ominous message to Iran and its people Monday afternoon, warning them to evacuate.

“Iran should have signed the ‘deal’ I told them to sign. What a shame, and waste of human life. Simply stated, IRAN CAN NOT HAVE A NUCLEAR WEAPON. I said it over and over again! Everyone should immediately evacuate Tehran!” the president posted to Truth Social.

He followed the warning with another post, reiterating that Iran should not have nuclear weapons.

“AMERICA FIRST means many GREAT things, including the fact that, IRAN CAN NOT HAVE A NUCLEAR WEAPON. MAKE AMERICA GREAT AGAIN!!!” he posted later.

As the conflict enters the fifth day of fighting, Israel Defense Forces announced that it had “eliminated” another top Iranian military commander.

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conflict

Trump Threatens Strike on Khamenei as Israel Pounds Iranian Military Command

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‘UNCONDITIONAL SURRENDER’: Trump Warns Iran as Israel Kills Top General

In a dramatic escalation Tuesday, President Donald Trump issued a direct and unprecedented warning to Iran’s leadership, stating that U.S. intelligence has positively identified the location of Supreme Leader Ayatollah Ali Khamenei and could kill him—though, for now, the U.S. is choosing not to.

“We know exactly where the so-called ‘Supreme Leader’ is hiding. He is an easy target, but is safe there — We are not going to take him out (kill!), at least not for now,” Trump posted to his Truth Social account Tuesday afternoon. “But we don’t want missiles shot at civilians, or American soldiers. Our patience is wearing thin. Thank you for your attention to this matter!”

Minutes later, Trump posted again: “UNCONDITIONAL SURRENDER!”

The remarks came after Trump met with top national security officials in the White House Situation Room, following fresh reports from the Pentagon and U.S. intelligence agencies indicating that Iran is preparing further ballistic missile launches after Israeli strikes rocked key military sites in Tehran.

The president’s language—a blend of strategic ambiguity and a raw, public threat against a sitting head of state—appears unprecedented in modern diplomatic history, and marks the clearest signal yet that the United States is prepared to intervene militarily if Iran refuses to abandon its nuclear enrichment program or if American forces come under attack.

Meanwhile, Germany’s political leadership broke its relative silence with statements backing the U.S.-Israel alliance and condemning Tehran. Chancellor Friedrich Merz, still at the G7 meetings in Alberta that Trump abruptly left Monday night, said in a blunt interview with ZDF: “This is the dirty work Israel is doing for all of us. We are also victims of this regime. This mullah regime has brought death and destruction to the world.” Merz warned that unless Iran backs down, “it will mean the total destruction of its nuclear program — which Israel cannot achieve alone, not without the United States.”

The conflict, now in its fifth day, has reportedly claimed nearly 300 lives—about 240 in Iran and more than two dozen in Israel. Israeli military sources say a “third wave” of operations is underway, focusing on Islamic Revolutionary Guard Corps units and missile launchers in western Iran. The Israeli Air Force has reportedly conducted deep-penetration strikes using U.S.-built F-35 stealth fighters.

Meanwhile, Israel claimed Tuesday that it had killed another top Iranian military official, and international monitors said Israeli strikes had inflicted greater damage to a key Iranian nuclear facility than previously understood. Since Israel began bombing Iran on Friday, it has effectively crippled Iran’s military leadership—killing at least 11 senior generals—and disrupted command-and-control operations tied to Iran’s nuclear infrastructure.

On Tuesday morning, the Israel Defense Forces announced it had killed Maj. Gen. Ali Shadmani, describing him as the most senior military commander in Iran. Shadmani had reportedly been appointed to his position just four days earlier, replacing another general killed in an Israeli strike on the first day of hostilities.

While Israeli bombardment shows no signs of slowing, Iran’s retaliatory missile barrages appear to have diminished in intensity over the past 48 hours.

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