A Flaw in the Law
Berkeley Lab Mathematicians Dethrone 'Law of the Wall' for More Accurate Turbulence Calculations
September 22, 1998
By Lynn Yarris
Turbulence is a primal force that can be seen all around us, from the scudding of clouds to the frothing of the sea, from the wrinkling of flames to the swirling of leaves. It is especially important to the study of aerodynamics, in which correctly calculating the effects of turbulence can determine whether or not an airplane remains aloft. Since 1938, the standard equation presented in aerodynamics and engineering textbooks for calculating the forces exerted on a solid object by turbulence has been the "Law of the Wall."
This equation has been so thoroughly accepted as correct that when data from wind tunnel experiments did not agree with the Law of the Wall's predictions, researchers sought ways to correct their experimental methods.
However, according to calculations by Berkeley Lab's Alexandre Chorin and Grigory Barenblatt, under the high-speed turbulent conditions that commonly occur in aerodynamics as well as many industrial situations, it is the Law of the Wall that breaks down. The forces exerted by turbulence can be very different from what the Law would predict. A more accurate model should lead to better, safer and more economical designs.
"The Law of the Wall was viewed as one of the few certainties in the difficult field of turbulence, and now it has been dethroned," Chorin said when this discovery was announced. "Generations of engineers who learned the law will have to abandon it. Many textbooks will have to be revised."
Test results from the latest and most accurate wind tunnel experiments support the assertions of Chorin and Barenblatt. A key to their theoretical breakthrough was to ask the right question for experimental data to answer. This enabled them to finally check the accuracy of the Law of the Wall.
"For years, people have looked at turbulent flow without understanding what they saw," said Chorin. "The theory we developed led to predictions of a beautiful and complex structure in turbulence near walls that could be seen in the experimental data."
In mathematical terms, Chorin and Barenblatt showed that correct descriptions of the effects of turbulence on solid objects-referred to as "walls" in aerodynamic studies-require a family of "scaling laws" rather than a single "Law of the Wall."
Mathematically, the solutions of the equations of motion in fluid mechanics are chaotic at high speeds, even the most minute perturbations change them. "Because of this," says Chorin, "what is of interest is not specific solutions, which we may never observe, but the ability to make statistical predictions based on collections of solutions. Such collections of solutions are amenable to rigorous analysis by statistical methods."
Chorin and Barenblatt have made progress in this rigorous analysis that has contributed to their debunking of the Law of the Wall. "What was a general mathematical theory has now been validated by the data in a specific problem," says Chorin. "This happy agreement of theory and experimental data constitutes a step toward a fundamental theory of turbulence."
»Download the science highlight (PDF, 2.8MB)
About NERSC and Berkeley Lab
The National Energy Research Scientific Computing Center (NERSC) is a U.S. Department of Energy Office of Science User Facility that serves as the primary high-performance computing center for scientific research sponsored by the Office of Science. Located at Lawrence Berkeley National Laboratory, the NERSC Center serves more than 7,000 scientists at national laboratories and universities researching a wide range of problems in combustion, climate modeling, fusion energy, materials science, physics, chemistry, computational biology, and other disciplines. Berkeley Lab is a DOE national laboratory located in Berkeley, California. It conducts unclassified scientific research and is managed by the University of California for the U.S. Department of Energy. »Learn more about computing sciences at Berkeley Lab.