scispace - formally typeset
Search or ask a question
Author

Trevor A Spedding

Other affiliations: University of South Australia
Bio: Trevor A Spedding is an academic researcher from Nanyang Technological University. The author has contributed to research in topics: Discrete event simulation & Control chart. The author has an hindex of 10, co-authored 21 publications receiving 925 citations. Previous affiliations of Trevor A Spedding include University of South Australia.

Papers
More filters
Journal ArticleDOI
TL;DR: In this article, a synthetic control chart that is an integration of the Shewhart X chart and the conforming run length chart is presented, which is used to detect anomalies.
Abstract: This paper presents a synthetic control chart that is an integration of the Shewhart X chart and the conforming run length chart. Like the Shewhart X chart, the synthetic chart is used to detect ...

224 citations

Journal ArticleDOI
TL;DR: In this paper, a feed-forward back-propagation neural network based on a central composite rotatable experimental design is developed to model the WEDM process, and an autoregressive AR(3) model is used to describe its stochastic component.
Abstract: Wire electrical discharge machining (WEDM) technology has been widely used in conductive material machining. The WEDM process, which is a combination of electrodynamic, electromagnetic, thermaldynamic, and hydrodynamic actions, exhibits a complex and stochastic nature. Its performance, in terms of surface finish and machining productivity, is affected by many factors. This paper presents an attempt at optimization of the process parametric combinations by modeling the process using artificial neural networks (ANN) and characterizes the WEDMed surface through time series techniques. A feed-forward back-propagation neural network based on a central composite rotatable experimental design is developed to model the machining process. Optimal parametric combinations are selected for the process. The periodic component of the surface texture is identified, and an autoregressive AR(3) model is used to describe its stochastic component.

158 citations

Journal ArticleDOI
TL;DR: In this paper, a response surface model based on a central composite rotatable experimental design and a 4-16-3 size back-propagation neural network have been developed.

157 citations

Journal ArticleDOI
TL;DR: This paper illustrates how Discrete Event Simulation may be used to evaluate the ABC of a manufacturing system using simulation modelling techniques and discusses further applications of ABC in the manufacturing environment.

136 citations

Journal ArticleDOI
TL;DR: Numerical tests have indicated that the synthetic chart has a higher power for detecting process shifts in the fraction nonconforming than both the np chart and the conforming run length chart and may substantially enhance the effectiveness of statistical process control for attributes.
Abstract: In this paper we propose a new control chart, the synthetic control chart, for the detection of increases in the fraction nonconforming (p) The operation, design, and performance of this control c

91 citations


Cited by
More filters
Journal ArticleDOI
TL;DR: In this paper, the authors reviewed the vast array of research work carried out from the spin-off from the EDM process to the development of the WEDM, and highlighted the adaptive monitoring and control of the process investigating the feasibility of different control strategies of obtaining the optimal machining conditions.
Abstract: Wire electrical discharge machining (WEDM) is a specialised thermal machining process capable of accurately machining parts with varying hardness or complex shapes, which have sharp edges that are very difficult to be machined by the main stream machining processes. This practical technology of the WEDM process is based on the conventional EDM sparking phenomenon utilising the widely accepted non-contact technique of material removal. Since the introduction of the process, WEDM has evolved from a simple means of making tools and dies to the best alternative of producing micro-scale parts with the highest degree of dimensional accuracy and surface finish quality. Over the years, the WEDM process has remained as a competitive and economical machining option fulfilling the demanding machining requirements imposed by the short product development cycles and the growing cost pressures. However, the risk of wire breakage and bending has undermined the full potential of the process drastically reducing the efficiency and accuracy of the WEDM operation. A significant amount of research has explored the different methodologies of achieving the ultimate WEDM goals of optimising the numerous process parameters analytically with the total elimination of the wire breakages thereby also improving the overall machining reliability. This paper reviews the vast array of research work carried out from the spin-off from the EDM process to the development of the WEDM. It reports on the WEDM research involving the optimisation of the process parameters surveying the influence of the various factors affecting the machining performance and productivity. The paper also highlights the adaptive monitoring and control of the process investigating the feasibility of the different control strategies of obtaining the optimal machining conditions. A wide range of WEDM industrial applications are reported together with the development of the hybrid machining processes. The final part of the paper discusses these developments and outlines the possible trends for future WEDM research.

658 citations

Journal ArticleDOI
TL;DR: The results of a review of simulation applications published within peer-reviewed literature between 1997 and 2006 are reported to provide an up-to-date picture of the role of simulation techniques within manufacturing and business.

564 citations

Journal ArticleDOI
TL;DR: The application potential of several modelling and optimization techniques in metalcutting processes, classified under several criteria, has been critically appraised, and a generic framework for parameter optimization in metal cutting processes is suggested for the benefits of selection of an appropriate approach.

496 citations

Journal ArticleDOI
TL;DR: A detailed review of the state of the art in product cost estimation covering various techniques and methodologies developed over the years is provided in this paper, where qualitative and quantitative techniques are categorized into intuitive and analogical techniques, and the quantitative ones into parametric and analytical techniques.
Abstract: This paper provides a detailed review of the state of the art in product cost estimation covering various techniques and methodologies developed over the years. The overall work is categorized into qualitative and quantitative techniques. The qualitative techniques are further subdivided into intuitive and analogical techniques, and the quantitative ones into parametric and analytical techniques. Each of the techniques is then described and discussed, in detail, with further subdivisions. The paper also signifies the importance of cost estimation in the early phases of the design cycle and, as such, briefly discusses the current trends and future directions in the area. Research work carried out in the field with reference to specific applications is also reviewed. The paper provides a comprehensive literature review in the field and should be useful to researchers and practitioners interested in this field.

442 citations

Journal ArticleDOI
TL;DR: This paper surveys key advances in mechanical design and control of dynamic effects and nonlinearities, in the context of high-speed nanopositioning, as well as future challenges and research topics.
Abstract: Recent interest in high-speed scanning probe microscopy for high-throughput applications including video-rate atomic force microscopy and probe-based nanofabrication has sparked attention on the development of high-bandwidth flexure-guided nanopositioning systems (nanopositioners). Such nanopositioners are designed to move samples with sub-nanometer resolution with positioning bandwidth in the kilohertz range. State-of-the-art designs incorporate uniquely designed flexure mechanisms driven by compact and stiff piezoelectric actuators. This paper surveys key advances in mechanical design and control of dynamic effects and nonlinearities, in the context of high-speed nanopositioning. Future challenges and research topics are also discussed.

411 citations