OPTIMIZING LIQUID CLASSES FOR A LABORATORY AUTOMATION DEVICE

Patent №

US 11,249,099

Granted

2022-02-15

Filed 2019

Owner

TECAN TRADING AG

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16359265

A liquid class including control parameters for controlling a laboratory automation device when handling a liquid of a liquid type assigned to the liquid class with a pipette tip of a pipette tip type assigned to the liquid class, and a method for optimizing the liquid class. The method can include initializing a genetic algorithm with a start liquid class by generating a set of liquid classes by modifying control parameters of the start liquid class. The method can further include optimizing the liquid class iteratively with the genetic algorithm by applying liquid classes from the set of liquid classes to the laboratory automation device, which performs at least one aspiration and dispensing measurement for each applied liquid class, as well as additional method acts.

AI classification

Planning1.00
Machine learning0.97
Evolutionary computation0.95
AI hardware0.48
Vision0.02
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

TECAN TRADING AG

assignment · 486490542

Assignors

WOLTER, ANJA, KELLER, MICHAEL

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC