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Smart Manufacturing
About Smart Manufacturing
Smart manufacturing, also known as Industry 4.0, refers to the integration of advanced digital technologies and data analytics into the manufacturing process. NEC Corporation(Thailand)Ltd. aims to enhance efficiency, productivity, and flexibility in production systems. Here are some key aspects of smart manufacturing:
- Connectivity
- Data Analytics
- Robotics Process Automation (RPA)
- Predictive Maintenance
- Cybersecurity
- Customization
- Supply Chain Optimization
In a summary, smart manufacturing transforms traditional factories into agile, data-driven ecosystems, leading to improve productivity, cost savings, and sustainable practices.
- Data Science
- Data Analytics
- Data Integration
- Manufacturing Execution System
- SCADA / Sensing
Data Science
A data science platform integrates various tools and functionalities to support data scientists, analysts, and business users.
Key features include data preparation, model building, visualization, collaboration, and deployment.
Here are some key aspects of data science platforms:
Data Integration and Preparation:
- Import, clean, and transform data from various sources.
- Handle missing values, outliers, and data quality issues.
Data Analysis (DA):
- Visualize data distributions, correlations, and patterns.
- Identify insights and potential features.
Model Building and Training:
- Develop machine learning models using algorithms.
- Tune hyperparameters and evaluate model performance.
Model Deployment:
- Deploy models for real-world use.
- Monitor model performance and updates.
Collaboration and Version Control:
- Enable teamwork, code sharing, and version tracking.
- Facilitate collaboration between data scientists and business stakeholders.
Try AutoML for Predictive Maintenance
NECARE
- Phone Number:+66 (02) 204 9600
- Email Address:necare@nec.co.th
- Address:3 Rajanakarn Building, 22nd Floor,
South Sathorn Road, Yannawa, Sathorn,
Bangkok 10120, Thailand
