{"product_id":"batch-processes-von-jose-m-gonzalez-martinez-jose-camacho-joan-borras-ferris-und-alberto-ferrer","title":"Data Science for Batch Processes","description":"Batch Processes: Monitoring and Process Understanding offers a comprehensive examination of batch process modeling, monitoring, and control, emphasizing PAT and LSB methods such as principal component analysis (PCA) and partial least squares (PLS). Batch Processes: Monitoring and Process Understanding addresses practical challenges in batch data analysis, such as preprocessing, missing data imputation, equalization, synchronization (DTW, RGTW, Multisynchro), and multi-phase modeling. Real-world case studies and hands-on MATLAB examples using the MVBatch toolbox bridge theory and practice, demonstrating how LSB methods improve quality, safety, and economic and ecological outcomes across chemical, biotech, and pharmaceutical industries. Batch Processes: Monitoring and Process Understanding is an essential guide for professionals in chemical, biotech and pharmaceutical industries seeking both foundational knowledge and advanced techniques in batch processes and data analysis.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783527326402\"\u003e\u003ch3\u003eStatistical Learning, Monitoring and Understanding\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783527326402","offer_id":56389808521541,"sku":"9783527326402","price":119.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b0b2db2c-15f9-4f5e-b7d4-400209d0d73c.jpg?v=1781931689","url":"https:\/\/shop.autorenwelt.de\/en\/products\/batch-processes-von-jose-m-gonzalez-martinez-jose-camacho-joan-borras-ferris-und-alberto-ferrer","provider":"Autorenwelt Shop","version":"1.0","type":"link"}