M.I.A.

Add New Rule

When user says:

System should:

Parameters involved (comma-separated):

Priority (higher = executed first):

Phase (optional):

Select the fermentation phase where this rule applies. Leave blank to apply to all phases.

Apply only to this reactor (reactor-specific rule)

When checked, this rule will only apply to the current reactor and will be prioritized higher than general rules.

Existing Rules

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Add New Parameter Knowledge

Parameter Name *:

Type *:

Units:

Typical Min:

Typical Max:

Safe Min:

Safe Max:

Strain (optional): Leave blank for all strains

Product (optional): Leave blank for all products

Phase (optional): Fermentation phase

Scope:

Description:

Control Method:

Related Parameters:

Safety Notes:

Existing Parameter Knowledge

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Model Status

Enable Predictor

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Model Configuration

Reactor: --

Input Features:

Select parameters to use as model inputs.

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Output Parameter (Target):

Output as Input (Autoregressive):

Enable

Lag steps:

Model Type:

Sequence (min):

Hidden Size:

Layers:

Dropout:

Learning Rate:

Batch Size:

Max Epochs:

Min Samples:

Retrain (min):

Prediction Horizons (minutes):

Comma-separated list (e.g., 60, 120, 240 for 1h, 2h, 4h)

Log Predictions to History:

Model Structure Preview

Click "Refresh Preview" to see the model architecture based on current configuration.

Current Predictions

No predictions available. Configure and train the model first.

Reactor ID

Name

CPU ID

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Unit

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Hardware

Pumps

MFCs

pH Probes

DO Probes

Additional Probes

Specifications

Vessel (L)

Current (L)

Max Agitation (RPM)

Max Temp (°C)

Max Aeration (L/min)

Notes

Configure the AI models used for chat and knowledge extraction. Changes take effect immediately for new conversations.

AI Provider

OpenAI DeepSeek Moonshot (Kimi)

Prompt Language

Language for system prompts and context. Independent of AI provider.

🇺🇸 English 🇨🇳 中文 (Chinese)

OpenAI Settings

API Key

Leave empty to use environment variable (OPENAI_API_KEY)

Chat Model (main conversations)

Knowledge Model (auto-learning, rule extraction)

Lightweight model recommended for frequent small calls

DeepSeek Settings

API Key

Leave empty to use environment variable (DEEPSEEK_API_KEY)

Chat Model (main conversations)

Knowledge Model (auto-learning, rule extraction)

Moonshot Settings

API Key

Leave empty to use environment variable (MOONSHOT_API_KEY)

Chat Model (main conversations)

Knowledge Model (auto-learning, rule extraction)

Manage LLM prompts for different AI providers. OpenAI prompts are in English, Moonshot prompts are in Chinese.

Filter by Category:

Name	OpenAI Prompt (English)	Moonshot Prompt (Chinese)	Actions
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Add/Update Parameter

Parameter Name

Unit

Parameter Type

Y-Axis (Trend)

Plot Color

Physical Min

Physical Max

Description

Hidden Exclude from logging & analysis

Configured Parameters

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Add New Threshold

Parameter Name (PV):

Description:

Yellow Alert Min:

Yellow Alert Max:

Red Alarm Min:

Red Alarm Max:

Unit:

Existing Thresholds

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Add New Actuator Monitoring

Actuator Parameter Name (SP):

Description:

Deviation Threshold (%):

Existing Actuator Monitoring

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Quick Actions

Knowledges

Action History

Active Tasks

Control Loops

Triggers Engine: --

Supervision Tasks

Active Experiments

TJX D2MS AI Studio

Select Bioreactor

📝 New User Registration

M.I.A.

Quick Actions

Knowledges

Action History

Active Tasks

Control Loops

Triggers Engine: --

Supervision Tasks

Active Experiments

Custom Rules Manager

Add New Rule

Existing Rules

📚 Knowledge Base Manager

Add New Parameter Knowledge

Existing Parameter Knowledge

Add New Standard Procedure

Existing Standard Procedures

🎛️ Control Parameters Manager

Add New Control Parameter

Existing Control Parameters

🧠 LSTM/GRU Predictor Configuration

Model Status

Model Configuration

Transfer Configuration

Model Structure Preview

Current Predictions

📊 Supervision Task Details

🔄 Control Loops History

⚡ Triggers History

🤖 Supervision Tasks History

🧪 Experiment History

📊 Experiment Graphs

📈 Analysis Details

📋 Experiment Steps

🧪 Experiment Details

📋 Experiment Design

✅ Actions Completed

⏳ Actions Pending

📊 Data Summary

📜 AI Action History

📜 Conversation History

Switch Bioreactor

⚗️ Bioreactor Information

Reactor ID

Network Connection

Hardware

Specifications

👥 Users with Access to This Reactor

Add New User (Observer)

🔧 Admin: Add New Bioreactor

🔧 Add New Bioreactor

👥 User Management

System Users

🤖 AI Model Settings

AI Provider

Prompt Language

OpenAI Settings

DeepSeek Settings

Moonshot Settings

📝 Prompts Manager

Reasoning

✏️ Edit Prompt

📊 Parameters & Alerts

Add/Update Parameter

Configured Parameters

Add New Threshold

Existing Thresholds

Add New Actuator Monitoring

Existing Actuator Monitoring

🧮 Analysis Methods & Formulas

Edit Formula

Input Variables

Calculation Steps

Output Variables

Sanity Checks

Edit Method

Test Results