“Each year, from 2017 to 2019, fire departments in the United States responded to an estimated average of 187,500 cooking fires in residential building”.

—— Report from U.S. Fire Administration

The leading factor contributing to ignition is unattended equipment.

Fire in cooking vessel accounted for 93% of residential fires.

83% of fires were limited to the object or room of fire origin.

BACKGROUND



Focusing on unattended equipment phenomenon, I found the main causation and the progress about the human behaviors and decisions.

phone

work

emergency

people

Health Problem

Other

Trigger

Multitasking

Forgetting

Cognitive Overload

Reduced Attention

Forgetting

Koki is an AI-powered smart cooking assistant that uses vision and multi-sensor monitoring the stove cooking status to enhance kitchen safety and efficiency, providing real-time alerts and remote control for home cooks, busy users, families, and the elderly.


Product Desgin





Hardware Develop

Usability Testing

User Research





Personal Project





2 months




Overview



Type



Duration



My Role



XINYI ZHOU

FIELD TRIP


Cooktops (or Stovetops) are household appliances installed in kitchen. They are mainly in three types —— Gas, Electric, and Induction. People use them to heat pots and pans to cook food.

Coming Soon!

Potential Issues

Ruined food & pot

Fire Ignition

Kids get too close to heat area

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