Robotic Electrochemistry Interface for Automated CV Data Capture

Resolve Bottlenecks,
Find Innovative SolutionsGenerate Solutions

Solution Overview

Problem

Existing technologies fail to efficiently automate the automation of electrochemical experiments, particularly in the field of cyclic voltammetry, which is crucial for characterization and analysis in the field of cyclic voltammetry, which is crucial for characterization and analysis in the field of cyclic voltammetry, and especially in the characterization and analysis of specific applications such as drug discovery, energy and materials research, and especially in the characterization and characterization of specific applications such as electrochemical experiments.

Innovation Solution

A system comprising a processor, memory, storage, and computer-readable instructions is configured for performing automated electrochemical experimentation and analyzing data generated by said experimentation, utilizing a Template module for receiving experimental inputs, an Experiment module for selecting and defining specific experiments, and a Run module for outputting the experimental inputs and data, which includes a robotic assembly for performing and analyzing data, and a robotic assembly for grasping and translating vials, a graphical user interface for interfacing and communicating collected data, and a data parser for extracting and processing the results.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If manual data collection and metadata recording in laboratory notebooks is used, then experimental procedures can be documented, but the process is tedious and time-consuming, limiting data availability for big data analysis

Engineering Contradiction:

Improvedata collection efficiencyVSAvoidtime for data collection and metadata recording

Core Design Contradiction:

ProductivityVSLoss of time

Solution Approach 1:

The patent replaces manual mechanical data recording in laboratory notebooks with automated electronic data capture systems. The system automatically extracts experimental data from instrument files and captures metadata through electronic interfaces, eliminating the need for manual transcription and significantly improving data collection efficiency while reducing time investment.

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The system enables self-service data collection by automatically extracting data from instrument-produced files and generating metadata without requiring experimentalist intervention. The automated workflow captures experimental parameters, conditions, and results directly from the instrumentation, allowing the system to serve itself in data collection tasks.

Inventive Principle:

Principle #25Self-service

2Ease of manufacture

If instrument-produced data files are used without systematic metadata capture, then data extraction is simple, but the files lack necessary metadata for meaningful analysis and are not machine-readable

Engineering Contradiction:

Improveease of data extractionVSAvoidmissing metadata

Core Design Contradiction:

Ease of manufactureVSLoss of information

Solution Approach 1:

The patent merges instrument-produced data files with systematic metadata capture by integrating multiple data sources into a unified electronic record. The system combines raw experimental data with contextual metadata including experimental conditions, parameters, and procedural information, creating a comprehensive machine-readable dataset that retains both the simplicity of automated extraction and the richness of detailed metadata.

Inventive Principle:

Principle #5Merging (Combining)

Solution Approach 2:

The system creates a universal data structure that serves multiple functions: it stores raw experimental data, captures comprehensive metadata, enables machine reading and analysis, and supports various downstream applications including big data analytics and reproducibility efforts. This multi-functional approach eliminates the trade-off between simplicity and information completeness.

Inventive Principle:

Principle #6Universality (Multi-functionality)

3Productivity

If automated electrochemical experimentation is implemented, then productivity and data generation are enhanced, but device complexity increases

Engineering Contradiction:

Improveexperiment throughputVSAvoidautomation system complexity

Core Design Contradiction:

ProductivityVSDevice complexity

Solution Approach 1:

The patent segments the automated electrochemical experimentation system into distinct functional modules: data capture module, metadata extraction module, electronic record generation module, and analysis module. This segmentation allows each component to perform its specific function independently, reducing overall system complexity while maintaining high productivity through coordinated operation of specialized subsystems.

Inventive Principle:

Principle #1Segmentation

Data Source

PatentUS20250389690A1Man-to-machine interface toward automated electrochemistry experiments

Publication Date: 2025.12.25 UNIVERSITY OF KENTUCKY RESEARCH FOUNDATION

AI summary

This disclosure is directed to a computer-implemented method for performing automated electrochemical experimentation and for analyzing data generated by the electrochemical experimentation. The disclosure is further directed to a system including a robotic assembly configured for performing the automated electrochemical experimentation and for analyzing data generated by the electrochemical experimentation which implements the computer-implemented method.