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Software Predicts Electricity Output for Wind

Jane Burgermeister
August 11, 2008  |  14 Comments

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There's a storm brewing, the wind speed is picking up and you're asking yourself: Just how much electricity will a particular wind park produce in the next five days? How much electricity will all the wind parks located in particular region, or even country, produce in the next few days for the national grid? Will the wind keep on blowing? And whereabouts exactly?

Thanks to a new system developed by a German university spin-off, it's now possible to obtain an accurate forecast of the energy output from wind parks for up to ten days in advance.

The Previento system, developed at Oldenburg University in northern Germany in cooperation with researchers from Denmark's Riso National Laboratory, can predict not only how much electricity a specific wind park in Germany will produce but also the total amount of electricity the 20,000 or so wind parks dotted around the country will generate in the coming days and with a high level of accuracy.

Armed with these predictions, Germany's grid operators can now calculate the amount of additional electricity they will need from fossil-fuel plants to compensate for troughs in wind output — and so ensure the expected power demand is covered reliably.

"The German electricity industry has to able to plan today how much electricity it will need tomorrow as well as how that electricity will be produced. That is what our system helps them to do," Dr. Matthias Lange from energy & meteo systems, the Oldenburg spin-off, said.

"Accurate predictions about wind power allow grid operators to save millions of euros through efficient scheduling," he added.

A system that can predict how much electricity is going to be available from wind power for the national grid has become so important in Germany because wind's share of the country's electricity generation is growing all the time, and reshaping the electricity industry.

Wind power accounted for 7.2 percent of Germany's total electricity consumption at the end of 2007 with 22,200 megawatts (MW) of installed capacity.

According to the German Wind Energy Association (BWE), installed capacity is set to double by 2020 with 45,000 MW installed on land and 10,000 MW offshore.

In fact, the BWE estimates that every fourth kilowatt hour of electricity will be coming from wind power within 12 years.

"The amount of wind power used today in Germany is so big that all the other types of power plants have to adapt themselves around the wind power output and increase or decrease their contribution depending on what wind does," said Lange.

Because Previento can give plenty of warning about big deviations and sudden peaks and troughs in wind power output, it also plays a big role in the regional energy spot markets. The amount of wind power entering the grid impacts electricity prices: the more wind power available, the lower the electricity price becomes, Lange explained. This is because less conventional energy has to be purchased by energy providers for the next few days to cover the expected demand.

The predictions are more accurate, the shorter the timeframe — but predictions for up to 10 days in advance are available, Lange said. The prediction error of the system is within 5 percent in 70 percent of the cases in Germany.

So what makes Previento's predictions so accurate?

According to Lange, the key is that the system was developed inside Oldenburg's physics department — and atmospheric physics as well as the shape of local terrain strongly influences the amount of electricity a wind park will produce.

The system calculates the amount of wind available at any particular location using a variety of weather models available from multiple weather services. The German Weather Services, for example, supplies information on wind speed, wind direction, pressure and a vertical temperature profile for rectangular grids with a resolution of 7 kilometers.

Previento processes this data and combines it with data about the features of local terrain of a wind park, such as the amount of wooded area or the bodies of water around a wind park to form an accurate estimation of the electricity output at any given time.

The system is proving a global hit with interest in it coming from Spain, Scandinavia, America, Canada and Ireland.

The system was developed in 2001 by the energy meteorology research group at the Carl von Ossietzky Universität Oldenburg and ForWind, the center for wind energy research based in Oldenburg. The energy & meteo spin-off company was founded in 2004, and is a pioneer in the new discipline of energy meteorology which puts weather forecasts at the service of renewable energy.

Jane Burgermeiser is a writer based in Austria.

14 Comments

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Harold Philbin
Harold Philbin
September 9, 2008
Wouldn't have been a treat to have visited the hydraulic lift, capstans and workshop in London Road Goods Yard in the company of the late Fred Dibnah and listen to his enthusiastic explanations of how it worked, but as far as I know Fred never even saw it, or it would have been permanenly recorded for history.
Harold Philbin
Harold Philbin
September 9, 2008
Thanks for the replies, sorry I missed replying sooner, The turbine, water or wind powered is The Windabeaste being manufactured in various sizes, and details from partner Len Howarth can be found by googling Windabeaste for address and details.
As regards the hydraulic powered system in the London Road Goods Yard destroyed by B.R in 1960,I do not know of any links or further information although I believe it was not a one off.
I did see it working many times and it was a marvel of Victorian engineering that I would like to see again myself.
Alex D
Alex D
August 21, 2008
That's great George.
Now, how about installing or freeing up some grid capacity so Ontario can install enough wind turbines that can actually take advantage of this technology.
Talking about it now is like talking about installing a speedometer on a turtle. It's useless because she's not going nowhere fast.
A. Tang
A. Tang
August 14, 2008
On a recent visit to leading renewable energy jurisdictions of Spain, Germany, and Denmark, I learned about improvements in their ability to predict the output from renewable energy sources as mentioned in the piece by Ms. Burgermeister. For instance, on a hot day in Spain 15,000 MW of installed windpower is unproductive due to low winds. But because of technology that was able to predict this the day before, Red Electrica (Spain's energy operators) could plan ahead to draw from other energy supply sources.

In a world where renewables are contributing more and more to energy supply, the necessity of reliability puts even more pressure on the importance of long range predictability. We are grateful for technology advances that improve the prospects for the integration of more power from sources with no fuel. This kind of innovation has great potential here in Ontario to help facilitate our government's policies of renewable energy development and conservation, two key components of our energy provincial plan.

George Smitherman
Deputy Premier of Ontario, Minister of Energy and Infrastructure
Gordon Mills
Gordon Mills
August 14, 2008
Can anyone answer this queerie for me:

How much Hydrogen Gas can be obtained in a twelve hour period using only one run of the mill wind turbine:
Thank You
Gregor Giebel
Gregor Giebel
August 14, 2008
Addition: Here is a good quick overview of the relative merits of vertical vs horizontal axis machines: http://www.windpower.org/en/tour/design/horver.htm
Actually, windpower.org has received several awards for being one of the top general information sites on wind energy at all - available in several languages, and with a separate kids track.

Greetings, GreGie
Gregor Giebel
Gregor Giebel
August 13, 2008
Harold, the main reason why vertical axis wind turbines never really took off, is that they have a maximum physical limit of about 40% of the energy in the wind, while the theoretical maximum for the rotor wind turbines is 59%. But in the end, only the price per kWh is important.
Regarding the large wind farm, in the initial phase of a wind farm it is not unusual for the turbines to still work a bit sketchy, and to be taken out of service for installation of the last details. If the pattern persists more than a few months, then there is reason for worry.
Abdulhadi Varnham
Abdulhadi Varnham
August 13, 2008
Harold,

Could you please post links to the Isle of Wight windmill, and if available, to the BR system.
Harold Philbin
Harold Philbin
August 13, 2008
Looking from my window at this time I can see monstrous windmills blighting the skyline and a previously unblemished moorland.

I am strongly in favour of wind and tidal powered electricity generation but not the waste of subsidies and loss of precious parts of beautiful Britain.

The bare facts are that since switch on time weeks ago the huge windmills have scarcely turned at all for days on end, slowly they turn to face a mild breeze and dramatically stop.

It appears that so much energy is spent turning ithe giant structure into a favourable breeze that unless there is a strong wind blowing there is no generation of electricity at all.

Yet a horizontal windmill designed and built by a local man now living on the Isle of Wight that costs a fraction of the price of these imported machines, has as far as I know never even been officially tested.This machine does not waste energy turning into a breeze, and spins merrily in conditions that would not even turn the giants into a working position.

Consideration should also be given to the true green inventions of Victorian Britain, I refer to the unique hydraulic power systems dismantled and scrapped by British rail in 1960 while they were in perfect working order and had never been known to fail.

The means and power to shunt and lift loaded rail vehicles ,work lifts, hoists etc. and generate electricity was sold for scrap without even a record of its existance and superb performance remaining, and today in the age of alleged new technology, very few people remain of those of us who witnessed a true green technology in daily action fifty two weeks to the year.
Gregor Giebel
Gregor Giebel
August 13, 2008
Hi John,

they use the ECMWF ensemble model to reach out to 10 days. I think the paragraph is a making a connection where there is none - I'm working with those predictions myself (being part of the mentioned Riso institute (see risoe.dk), and incidentally one of the guys telling Oldenburg how to set up a physical model in the first place), and they are not within 5% for the 10-day horizon. Rather, I believe the 5% figure relates to the day-ahead predictions for the predictions for all of Germany.

Jeff, it's more like, the makers of wind atlases are starting to interface with GIS systems. If it is just for resource calculations, then it's much easier to do the calculations with a dedicated set-up, and not integrate the heavy processing in the GIS tool itself.

Dear Navinchandra Nigam,

please find some relevant tools on prediktor.dk or enfor.eu - or, of course, on the website of energy&meteo systems. There are a lot of other providers too, and I don't know who would be working in India. Check out this report on forecasting in general (should be updated soon):http://anemos.cma.fr/download/ANEMOS_D1.1_StateOfTheArt_v1.1.pdf

Gregor
NAVINCHANDRA NIGAM
NAVINCHANDRA NIGAM
August 13, 2008
It is really good ,such tool will save our mother earth atmosphere warming.
We are planning awind park of the rating of 25nos,x1500k. watts machines in the state of Gujrat INDIA .I would like to utilise such tools .Any reader please respomd to me.
Jeff Thorn
Jeff Thorn
August 13, 2008
It seems that the multi-physics models would be a great extension to many GIS platforms and could document the feasibility for rapidaly deploying wind systems as a comprehensive power alternative....
JOHN STURMAN
JOHN STURMAN
August 13, 2008
WOW - predictions out to 10 days. That beats the accuracy of the UK Met. Office supercomputers that can only predict out to 5 days with an 80% accuracy. Sounds like there has been some statistical fudging going on.
Sibylle Petrak
Sibylle Petrak
August 11, 2008
The Oldenburg University in Germany has a remarkable history in renewable energy research. It includes the Previento system for wind energy predictions, but also world-class solar resource assessment from Focus Solar, another spin-off from the same university, and a twenty year old Master of Science course in Renewable Energy, perhaps the longest running RE-focused engineering program in the world.

Focus Solar:
http://www.renewableenergyworld.com/rea/partner?cid=6355

Master of Science program:
http://www.ppre.de

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