![[Book] Process Informatics Development (No. 2308)](https://image.mono.ipros.com/public/product/image/342077/IPROS8328591750530351895.gif?w=280&h=280)
[Book] Process Informatics Development (No. 2308)
[Available for preview] ★ Machine learning, soft sensors, Bayesian optimization, generative AI, experimental automation/autonomy
Book Title: Data Analysis, Modeling, and Application Development in Process Informatics －－－－－－－－－－－－－－－－－－－－－ Understanding where to apply the latest technologies to change processes through data-driven approaches －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book: A practical guide filled with actionable know-how for practitioners ◆ "From Basics to Applications" of Data Analysis and Modeling ~ Variable selection, model building, sensor design, Bayesian optimization, autonomous experiments ◆ Reasons Why Process Informatics "Fails" and How to Address Them ~ Challenges in the implementation process, data shortages, examples of variable selection failures ◆ How to "Transform Data into Usable Forms?" ~ Data alignment between experiments and manufacturing, equipment integration, real-time analysis ◆ Richly includes case studies of implementation and deployment by process area and stage! ~ Specific examples of "which industries," "what equipment or processes," and "how they were designed" ■ Manufacturing Processes Covered in This Book - Synthesis, drying processes, crystallization, granulation, stirring, cultivation, freezing, coating, film formation, rolling, pressing, fluid dynamics, reactions, gas absorption, fermentation
- Company：TECHNICAL INFOMATION INSTITUTE CO.,LTD
- Price：10,000 yen-100,000 yen
![Smooth layout planning with 3D all-in-one factory! [Case study introduction]](https://image.mono.ipros.com/public/product/image/cfa/2001089355/IPROS02017310903897164532.png?w=280&h=280)
