Research

The lab works on mechanization, agricultural robotics, and automation for specialty crop production. The goal is technology that improves the efficiency and working conditions of people in the field, or that replaces labor in some tasks. A second thread is the robotics underneath that work: sensor-based navigation that stays safe, accurate, and robust in orchards.

Robotic harvesting

Robotic harvesting of fresh-market fruit has stayed out of reach for most crops for sixty years. Selective picking was shown to be possible in principle more than thirty years ago. Harvest efficiency — the share of marketable fruit actually picked — and picking speed still limit the approach. The lab studies harvesters with many arms, including mechanical designs and ways to split work across those arms so the machine picks faster.

Model-based design of harvest systems

Better orchard machines are hard to design without models of the whole harvest. The lab builds model-based design tools so researchers can study how orchard layout, canopy geometry, fruit distribution, harvester design, and worker activity depend on each other.

Human–robot collaboration

Robots still cannot match human perception and dexterity for jobs such as harvesting and pruning. One path is machines that work with people: they take on transport and positioning, and people keep the judgment. That requires models of how agricultural workers actually move and pick, so a robot can collaborate safely. It also requires fleets of autonomous vehicles that coordinate field logistics without putting people or equipment at risk.

Projects

FRAIL-bots working a strawberry field

FRAIL-bots: fragile-crop harvest-aiding mobile robots

USDA-NIFA, National Robotics Initiative

Small co-robots carry empty and full containers for people picking fragile crops, so crews spend less time walking product out of the field.

Poster of the co-robotic orchard harvest platform

Robotic harvest-aiding orchard platforms

USDA-NIFA, National Robotics Initiative

Platforms that carry pickers along a fruiting wall and move each person to the fruit zone that matches their picking speed.

Project poster for vision-guided linear robot arms

Tree fruit harvesting with arrays of vision-guided linear robot arms

USDA-NIFA, National Robotics Initiative

Many low-cost linear arms, shared perception, and scheduling so a harvester can pick high-density apple and pear canopies.

Grapebot vineyard transport robot

Grapebot

Sun World International

A three-wheeled electric robot that carries tubs of table grapes between pickers and the collection station.

Strawberry orienting and capping machine

Automated strawberry capping

California Strawberry Commission

A high-speed line that orients strawberries and removes the calyx and stem. The design was licensed to Atlas Pacific.

Rotator-mixer used for COVID-19 saliva testing

Rotator-mixer for COVID-19 testing

UC Davis Genome Center

Shaking and inversion machines that mix saliva samples so they can be pipetted. Two units processed thousands of samples a day.

Title slide for the almond and pistachio yield monitor

Precision yield monitor for almond and pistachio

Almond Board of California and CDFA

Yield monitoring at single-tree resolution, including sensing during harvest and tree-level estimates from aerial imagery.

Grants

As listed on the UC Davis faculty page.

Active — principal investigator

Active — co-PI

Earlier — principal investigator

Earlier — co-PI