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Hamilton
Bioreactor 48 Ds

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Lab Devices
Hamilton
Bioreactor 48 Ds

Analyze Hamilton bioREACTOR 48 DS Parallel 48-microbioreactor system data with AI

Parallel 48-microbioreactor system for high-throughput aerobic and anaerobic culture process development

Instrument Type: 48 mini bioreactors with individual control

Features: Dual orbital shakers (DS) for mixing

Features: Monitors pH and DO for each culture

Features: Integrates with liquid handler

Export Formats: Network accessible database

Get Started For Free Fully compatible with Sourcetable

Quick Start Integration

Get your bioREACTOR 48 DS data into Sourcetable in 3 simple steps

Export Data

Export your parallel bioreactor data from PC software as combined CSV dataset
Upload to Sourcetable

Import your high-throughput process development data into Sourcetable for analysis
Start Analysis

Perform automated growth kinetics modeling and parallel experiment comparison

File Format Compatibility

Complete support for Hamilton bioREACTOR 48 DS data analysis including multichannel time-series data and parallel experiment tracking

.csv

Raw Data

Full Support Export comprehensive dataset of all 48 experiments with growth, pH, DO over time Multichannel time-series, pH data, DO measurements, comparison reports, alert logs

.xlsx

Fully Formatted

Full Support Export formatted parallel experiment data with comparison analysis Formatted reports, experiment metadata, comparison data

Pre-built Analysis Workflows

Optimize bioprocess development with parallel experiment analysis and design of experiment data processing

🔬

Growth Kinetics Modeling

Model growth kinetics across conditions and parallel experiments

Growth Kinetics Parallel

📊

Parallel Experiment Comparison

Compare and analyze results across 48 parallel experiments

Parallel Comparison HTP

⚡

DoE Data Analysis

Analyze design of experiment (DoE) data for process optimization

DoE Optimization Analysis

Technical Requirements

Software Dependencies

Hamilton bioREACTOR 48 DS Parallel 48-microbioreactor system
Control Software PC software with database integration
File Export Format CSV, XLSX
Applications Biotech, bioprocess development, academia

Sourcetable Libraries

Data Processing pandas, numpy
Statistical Analysis scipy, statsmodels
Visualization matplotlib, plotly
Specialized Analysis seaborn

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Data Science

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Get Insights

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