Intel Corp. has been selected as the prime contractor to supply what could be the world's fastest supercomputer, collaborating with Cray Inc. on a $200 million Energy Department project for Argonne National Laboratory that uses some previously undisclosed chip technology.

The planned system, which won't be delivered until 2018, is the latest sign that government agencies are investing to bolster U.S. leadership in scientific computing amid stiff competition from China and other countries. The machine at Argonne, a facility near Chicago, marks the third phase of an Energy Department program that kicked off in November with plans to spend $325 million on supercomputers at two other national laboratories.

Supercomputers, referring to room-sized computers used to solve scientific problems, have long been used at national labs for computation-intensive chores such as simulating nuclear explosions. A system in China in 2013 won the top spot on a twice-yearly ranking of the world's most powerful computers, prompting calls by U.S. scientists to boost funding to develop faster machines.

Franklin Orr, the Energy Department's undersecretary for science and energy, called the Argonne machine, dubbed Aurora, an important step for science. "It allows us to really work on the very tough advanced simulation processes that underlie all kinds of energy technologies," he said in advance of a press briefing Thursday.

Aurora is expected be the first supercomputer based on a design called Shasta being developed by Cray, a longtime supercomputer supplier to government agencies and companies. Intel will supply processing chips and other technology.

Aurora will be available for use by researchers from companies and universities as well as from national laboratories, Mr. Orr said. Likely applications include developing more efficient solar panels and wind turbines, quieter engines and better biofuels, the Energy Department said.

The new system is expected to perform 180 trillion scientific calculations per second, which would make it five to seven times more powerful than comparable systems now in use. Though projects designed to leapfrog Aurora are possible, the system should be a contender to set speed records in 2018, said Barry Bolding, a Cray executive.

Intel chips have been a mainstay of supercomputers since the 1990s. But the company hasn't served as a prime contractor in delivering a supercomputer for nearly two decades.

Besides Intel's Xeon chips, which are used in conventional servers, the company has been selling a specialized variant called Xeon Phi that has a larger number of calculating engines. That technology was originally designed to work in tandem with conventional Xeons, but some new supercomputers use Xeon Phi chips alone.

The Argonne announcement marked Intel's first public discussion of a suite of technologies it calls the HPC scalable system framework. Besides Xeon Phi, which will power Aurora, other components include a new communications technology for connecting chips, a new memory chip design and new file storage software, Intel said.

Dave Patterson, president of Intel's federal unit, said the framework was designed to deliver a balance of high performance and low energy consumption while scaling from individual users to the largest systems. Though Intel opted to take a prime contractor role in this case, he said the company more commonly would sell components to computer makers.

"This is not a change in the business model," he said.

Intel and Cray were also selected by the Energy Department to supply a much smaller computer to Argonne in 2016. That system is designed to help researchers start converting their software to work on the Intel chip technology.

Besides systems based on Intel chips, some national labs have opted for designs that use chips from Nvidia Corp., Advanced Micro Devices Inc. or International Business Machines Corp.

Write to Don Clark at don.clark@wsj.com

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