This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies...
详细信息
ISBN:
(数字)9783031853746
ISBN:
(纸本)9783031853739
This book systematically reviews the progress in explainable AI (XAI) and introduces the methods, tools, and applications of XAI technologies in job sequencing and scheduling. Relevant references and real case studies are provided as supporting evidence.
To date, artificial intelligence (AI) technologies have been widely applied in job sequencing and scheduling. However, some advanced AI methods are not easy to understand or communicate, especially for factory workers with insufficient background knowledge of AI. This undoubtedly limits the practicability of these methods. To address this issue, explainable AI has been considered a viable strategy. XAI methods suitable for job sequencing and scheduling differ from those for other fields in manufacturing, such as pattern recognition, defect analysis, estimation, and prediction. This is the first book to systematically integrate current knowledge in XAI and demonstrate its application to manufacturing.
The book provides an understanding of how service design and design thinking could address the needs of organisations in tackling processes of transformations which include changes in the way people behave, interact a...
详细信息
ISBN:
(数字)9783030876128
ISBN:
(纸本)9783030876111
The book provides an understanding of how service design and design thinking could address the needs of organisations in tackling processes of transformations which include changes in the way people behave, interact and grow. It addresses the demand of human resource management functions, which are primarily called to manage such transformations about what regards people, namely the employees. It suggests a framework that defines a course of action, based on design features, aimed at supporting organisations in facing organisational change.;The book will be of interest of researchers in the field of service design, design thinking and HR management, consultants/practitioners working in those fields, and educators that would like to train learners in becoming human resource designers.
This book describes the adsorption of carbon dioxide (CO2) by rocks. Carbon dioxide adsorption may play an important role in the geological storage of CO2, an essential component of carbon capture and storage (CCS) fo...
详细信息
ISBN:
(数字)9783031902185
ISBN:
(纸本)9783031902178
This book describes the adsorption of carbon dioxide (CO
2
) by rocks. Carbon dioxide adsorption may play an important role in the geological storage of CO
2
, an essential component of carbon capture and storage (CCS) for achieving zero and negative carbon emissions to the atmosphere. Adsorption has wide applications elsewhere in industry. However, it has not received significant attention for its potential for CO
2
storage, likely because the importance of CO
2
adsorption on rocks is not widely recognized.
This book not only raises awareness of the importance of CO
2
adsorption in CO
2
storage, but also provides useful tools for research and development for the early deployment of CCS to contribute to the Paris Agreement goal of limiting global temperature rises.
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