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Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach

Part of the Springer Series in Advanced Manufacturing Book Series

Editors: Pham, Duc Truong; Hartono, Natalia

DOI: 10.1007/978-3-031-14537-7

ISBN: 978-3-031-14536-0

Publisher: Springer International Publishing - Springer Journals

Nov 20, 2022

1 - 10 of 22 Chapters

Available

The Bees Algorithm—A Gentle Introduction

Castellani, Marco; Pham, D. T.

Pages: 3 –21

[The Bees AlgorithmBees Algorithm, THE is a popular optimisation method taking inspiration from the food foragingForaging point behaviour of honey bees. The algorithm performs a kind of exploitative neighbourhood search combined with random explorative search. This chapter describes in detail the...
Available

Minimising Printed Circuit Board Assembly Time Using the Bees Algorithm with TRIZ-Inspired Operators

Ang, Mei Choo; Ng, Kok Weng

Pages: 25 –41

[With the increasing use of printed circuit boardsPrinted Circuit Board (PCB) (PCBs) in the electronics industry, the assembly time per PCB is critical, as it affects the production time and costCost. This research investigates the assembly time per PCB using machines with the moving board with...
Available

The application of the Bees Algorithm in a Digital Twin for Optimising the Wire Electrical Discharge Machining (WEDM) Process Parameters

Packianather, Michael S; Alexopoulos, Theocharis; Squire, Sebastian

Pages: 43 –61

[In digital manufacturing, Digital Twins (DTs)Digital Twin (DT) can be used to represent a physical manufacturing processManufacturing process. In this study the application of the Bees AlgorithmBees Algorithm (BA) for the optimisation of Wire Electrical Discharge Machining (WEDM)Wire Electrical...
Available

A Case Study with the BEE-Miner Algorithm: Defects on the Production Line

Ay, Merhad; Baykasoglu, Adil; Ozbakir, Lale; Kulluk, Sinem

Pages: 63 –77

[ClassificationClassification which is used to predict the classes of objects has the disadvantage of ignoring the costsCost incurred in false predictionsPrediction. However, wrong predictionsPrediction can cause different degrees of costsCost. Therefore,...
Available

An Application of the Bees Algorithm to Pulsating Hydroforming

Öztürk, Osman; Şen, Muhammed Arif; Kalyoncu, Mete; Halkacı, Hüseyin Selçuk

Pages: 79 –93

[Pulsating hydroformingHydroforming is a sheet forming process proposed in the last decade. The numerical simulation of this process requires biaxial stress–strain curves which can be obtained by performing a pulsating hydraulic bulge testBulge test. In this study, the input parametersParameters...
Available

Shape Recognition for Industrial Robot Manipulation with the Bees Algorithm

Castellani, Marco; Baronti, Luca; Zheng, Senjing; Lan, Feiying

Pages: 97 –110

[Fitting primitive shapes to point cloudPoint Cloud scenes is a challenging but necessary step for many roboticRobotic manipulation operations. State-of-the-art primitive fittingPrimitive Fitting methods rely on geometric shapeGeometric Shapes estimation or iterative procedures. They are often...
Available

Bees Algorithm Models for the Identification and Measurement of Tool Wear

Conte, Salvatore; D’Addona, Doriana M.

Pages: 111 –128

[Bio-inspired computing algorithms are emerging approaches that are based on the principles and vision of the biological evolution of nature to implement new and robust competing techniques. Recently, bio-inspired algorithmsBio-inspired algorithms have been identified in machine learning to find...
Available

Global Optimisation for Point Cloud Registration with the Bees Algorithm

Lan, Feiying; Castellani, Marco; Wang, Yongjing; Zheng, Senjing

Pages: 129 –144

[The problem of 3D3D registration entails the estimation of spatial transformation which best aligns two point sets. Iterative Closest PointIterative Closest Point (ICP) is arguably the most popular and one of the most effective algorithms for 3D3D registration at present. This algorithm uses...
Available

Automatic PID Tuning Toolkit Using the Multi-Objective Bees Algorithm

Şahin, Murat; Çakıroğlu, Semih

Pages: 145 –157

[In this study, studies were conducted within the scope of the tuningTuningof PIDProportional-Integral-Derivative (PID)control systemsSystem, which is very popular in the manufacturing and roboticsRobotic fields. While optimising the controller parametersParameters, a multi-objective Bees...
Available

The Effect of Harmony Memory Integration into the Bees Algorithm

Acar, Osman; Sağlam, Hacı; Şaka, Ziya

Pages: 159 –174

[The advent of optimization algorithms facilitated finding good solutions for engineering problems. This paper presents a comparative case study between two algorithms relevant to bee search methods. One of the algorithms was modified by adding harmonic memory, which is a stage of the Harmonic...

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