Christian H. Pérez-Beltrán, Ana M. Jiménez-Carvelo, Anabel Torrente-López, Natalia A. Navas, Luis Cuadros-Rodríguez
{"title":"QbD/PAT—State of the Art of Multivariate Methodologies in Food and Food-Related Biotech Industries","authors":"Christian H. Pérez-Beltrán, Ana M. Jiménez-Carvelo, Anabel Torrente-López, Natalia A. Navas, Luis Cuadros-Rodríguez","doi":"10.1007/s12393-022-09324-0","DOIUrl":null,"url":null,"abstract":"<div><p>Several investigations have been made at lab scale considering the quality by design (QbD) and process analytical technology (PAT) approaches. Nonetheless, such applications have been focused on the analyzers or multivariate tools used at small scales. This comprehensive review presents the state of the art of both QbD and PAT. In addition, the key historical events since 1940 which have influenced the development of the QbD/PAT system are also highlighted. Moreover, the application of the recommended PAT tool of <i>multivariate tools for design</i>, <i>data acquisition</i>, <i>and analysis</i> (design of experiments, multivariate data analysis, and multivariate process control) is revised for the food and food-related biotechnology industries and describes the applications reported over the last 20 years. On this subject, only 34 studies were found in literature whose relation was close with both industries at industrial or pilot plant scales; a description of each of them focusing on multivariate tools is presented. Finally, some conclusions and future perspectives on this topic are given, with the aim of initiating a change in the field.\n</p></div>","PeriodicalId":565,"journal":{"name":"Food Engineering Reviews","volume":"15 1","pages":"24 - 40"},"PeriodicalIF":5.3000,"publicationDate":"2022-10-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s12393-022-09324-0.pdf","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Food Engineering Reviews","FirstCategoryId":"97","ListUrlMain":"https://link.springer.com/article/10.1007/s12393-022-09324-0","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"FOOD SCIENCE & TECHNOLOGY","Score":null,"Total":0}
引用次数: 1
Abstract
Several investigations have been made at lab scale considering the quality by design (QbD) and process analytical technology (PAT) approaches. Nonetheless, such applications have been focused on the analyzers or multivariate tools used at small scales. This comprehensive review presents the state of the art of both QbD and PAT. In addition, the key historical events since 1940 which have influenced the development of the QbD/PAT system are also highlighted. Moreover, the application of the recommended PAT tool of multivariate tools for design, data acquisition, and analysis (design of experiments, multivariate data analysis, and multivariate process control) is revised for the food and food-related biotechnology industries and describes the applications reported over the last 20 years. On this subject, only 34 studies were found in literature whose relation was close with both industries at industrial or pilot plant scales; a description of each of them focusing on multivariate tools is presented. Finally, some conclusions and future perspectives on this topic are given, with the aim of initiating a change in the field.
期刊介绍:
Food Engineering Reviews publishes articles encompassing all engineering aspects of today’s scientific food research. The journal focuses on both classic and modern food engineering topics, exploring essential factors such as the health, nutritional, and environmental aspects of food processing. Trends that will drive the discipline over time, from the lab to industrial implementation, are identified and discussed. The scope of topics addressed is broad, including transport phenomena in food processing; food process engineering; physical properties of foods; food nano-science and nano-engineering; food equipment design; food plant design; modeling food processes; microbial inactivation kinetics; preservation technologies; engineering aspects of food packaging; shelf-life, storage and distribution of foods; instrumentation, control and automation in food processing; food engineering, health and nutrition; energy and economic considerations in food engineering; sustainability; and food engineering education.