Books in Production planning and control

Small Sample Modelling Based on Deep and Broad Forest Regression

1st Edition
November 1, 2025
Wen Yu + 2 more
English

Small Sample Modelling Based on Deep and Broad Forest Regression: Theory and Industrial Application delves into tree-structured methods in the industrial sector, encompassing classical ensemble learning, tree-structured deep forest classification, and broad learning systems with neural networks. It introduces an innovative deep/broad learning algorithm for small-sample industrial modeling tasks. The book is divided into two parts: methodology and practical application in dioxin emission modeling. Methodology sections include Preliminaries, Deep Forest Regression, Broad Forest Regression, and Fuzzy Forest Regression. The application part focuses on modeling dioxin emissions in municipal solid waste incineration. Throughout, various tree-structured strategies are presented, and the authors provide software systems for validating these methods. This book is suitable for advanced undergraduates, graduate engineering students, and practicing engineers looking for self-study resources.

Work Organization and Methods Engineering for Productivity

1st Edition
February 12, 2020
D.R. Kiran
English
Paperback
9 7 8 0 1 2 8 1 9 9 5 6 5
eBook
9 7 8 0 1 2 8 2 0 3 9 2 7

Work Organization and Methods Engineering for Productivity provides an introduction to, and practical advice on, assessing methods of working to achieve maximum output and efficiency. The main focus of the book is on the ‘work study’, which helps to increase the productivity of men, machines and materials. We are currently seeing a lot of disruptive advancement in industrial operations caused by technologies, including artificial intelligence and IoT. Against this technological backdrop, and with ever increasing focus on value, the fundamental understanding of how to analyze and organize the workplace for productivity is more important than ever. Case studies and illustrations throughout make this book a much have for managers with responsibility for production and planning in industry.

Designing Capable and Reliable Products

1st Edition
March 16, 2001
J. D. Booker + 2 more
English
eBook
9 7 8 0 0 8 0 5 0 3 9 9 8

Designing Capable and Reliable Products offers an introduction to the importance of capability, quality and reliability in product development. It introduces the concept of capable design, focusing on producing designs that meet quality standards and also looks at linking component manufacture and its process capability with failure rates. It provides an introduction to reliable design, incorporating the probabilistic concept of reliability into the product design. This quantitative and highly practical volume provides practical methods for analysing mechanical designs with respect to their capability and reliability. Practising engineers who have to hit definite standards for design will find this book invaluable, as it outlines methods which use physically significant data to quanitify engineering risks at the design stage. By obtaining more realistic measures of design performance, failure costs can be reduced. Taking product design as its central theme, this book is a very useful tool for postgraduate students as well as professional engineers.

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Books in Production planning and control

Small Sample Modelling Based on Deep and Broad Forest Regression

Work Organization and Methods Engineering for Productivity

Designing Capable and Reliable Products