Few industries are more daunting for entrepreneurs these days than clean energy.

Developing the technology and hardware is expensive, and setbacks are common. Even if all goes well, getting a product to market can take a decade or more. Most venture-fund investors, meanwhile, want a quicker payout.

Danielle Fong, co-founder and chief scientist...