The Japanese carmaker set the target as it unveiled a concept fuel cell powered car, called the FCV, at the Tokyo Motor Show.
Its cells can be recharged within minutes and it can cover about 300 miles on a single charge, according to the firm.
Earlier this week, rival Hyundai said it plans to start mass production of such cars as early as next year.
The South Korean company has announced plans to start commercial sales of a fuel cell-powered version of its sports utility vehicle, the Tucson, in the US market.
Honda Motor is also expected to unveil its latest concept version of a fuel cell-powered vehicle later this week.
Many carmakers have been looking to develop the fuel cell technology further and bring it to mass production.
One of the main reasons is that it is emission-free.
The technology uses hydrogen to generate electricity to power the engine and the waste products are heat and harmless water.
At the same time, fuel cells charge much faster and travel a longer distance after being charged, compared with battery-operated electric cars.
However, there are concerns over the demand for such vehicles, not least because there are not enough hydrogen filling stations.
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