Engineering Commons^™

Microstructural Characterisation And Mechanical Evaluation Of Ti-15mo Manufactured By Laser Metal Deposition, Edohamen Awannegbe, Huijun Li, Tingting Song, Frank Niessen, Ma Qian, Azdiar A. Gazder, Mitchell John Bromley Nancarrow, Elena V. Pereloma

Faculty of Engineering and Information Sciences - Papers: Part B

A bidirectional powder deposition strategy was employed to additively manufacture Ti-15Mo wt% using laser metal deposition. Phase identification, elemental analysis and microstructural characterisation were conducted after fabrication and uniaxial tensile testing using X-ray diffraction and scanning electron microscopy along the different processing directions. In addition, electron backscattering diffraction and transmission electron microscopy were used to analyse deformation mechanisms. It was found that three distinct zones, namely the fusion, remelted and heat affected zones, evolved in all 25 deposited layers which predominantly comprised coarse columnar grains. Mo segregation was pronounced in the as-built microstructure. Deformation accommodation in β matrix was by …

Finite Element Analysis Of Square Frp-Concrete-Steel Columns Under Eccentric Compression, Amin Izadi, Lip H. Teh, Aziz Ahmed, Maria Anna Polak

Faculty of Engineering and Information Sciences - Papers: Part B

This paper presents the development of a finite element (FE) methodology for investigating the behavior of the FRP, concrete and steel components of a square FRP-concrete-steel composite (FCSC) columns with a rotated square inner steel tube. The FE models are developed in ABAQUS using the authors’ recently refined Concrete Damage Plasticity Model (CDPM) in conjunction with the FRP damage criteria available in the literature. The developed FE methodology is verified against the authors’ experimental test results involving columns with normal and rotated square inner steel tubes under eccentric loading, and the FE analysis results are used to explain the …

Thermal Effect During Laser-Induced Plasmonic Heating Of Polyelectrolyte-Coated Gold Nanorods In Well Plates, Sujin Jiracheewanun, Michael B. Cortie, Dakrong Pissuwan

Faculty of Engineering and Information Sciences - Papers: Part B

We examined the generation and transfer of heat when laser irradiation is applied to water containing a suspension of gold nanorods coated with different polyelectrolytes. The ubiquitous well plate was used as the geometry for these studies. The predictions of a finite element model were compared to experimental measurements. It is found that relatively high fluences must be applied in order to generate biologically relevant changes in temperature. This is due to the significant lateral heat transfer from the sides of the well, which strongly limits the temperature that can be achieved. A 650 mW continuous-wave (CW) laser, with a …

Development Of A More Accurate Geant4 Quantum Molecular Dynamics Model For Hadron Therapy, Yoshi-Hide Sato, Dousatsu Sakata, David Bolst, Susanna Guatelli, Akihiro Haga

Faculty of Engineering and Information Sciences - Papers: Part B

Objective. Although in heavy-ion therapy, the quantum molecular dynamics (QMD) model is one of the most fundamental physics models providing an accurate daughter-ion production yield in the final state, there are still non-negligible differences with the experimental results. The aim of this study is to improve fragment production in water phantoms by developing a more accurate QMD model in Geant4. Approach. A QMD model was developed by implementing modern Skyrme interaction parameter sets, as well as by incorporating with an ad hoc α-cluster model in the initial nuclear state. Two adjusting parameters were selected that can significantly affect the fragment …

A Photographic Essay On Landslides Across Southeastern New South Wales Triggered By The Rainfall Events Of 2022, Phil Flentje, Connor Larkin, Damian Mulcahy, Larissa Hettiarachchi, Dan Horan, James Cox, Stuart Milling, Peter Tobin, Kevin Bogie

Faculty of Engineering and Information Sciences - Papers: Part B

Eastern Australia has experienced a significant magnitude rainfall event of extended duration in the first 7 months of 2022. Across the east coast of New South Wales (NSW) a series of troughs and East Coast Lows occurred during a La Nina weather cycle bringing above average rainfall to the region. As this first half of 2022 La Nina event was drawing to a close the Indian Ocean Dipole entered a negative phase which coincided with another intense East Coast Low in early July 2022 impacting the Illawarra region of NSW. These events caused widespread flooding and significant landslide damage to …

Optimum Auxiliary Fan Location To Control Air Recirculation, Ramakrishna Morla, Shivakumar Karekal, Ajit R. Godbole, Purushotham Tukkaraja, Ping Chang

Faculty of Engineering and Information Sciences - Papers: Part B

This paper presents the optimum auxiliary fan(s) location to control air recirculation in dead-end workings where diesel-powered vehicles operate. Investigations were conducted with various secondary fan locations from the dead-end crosscut with varying the intake air quantities using a 30 m³/s capacity twin 75 kW auxiliary fan and 45 m³/s capacity twin 110 kW auxiliary fan to control air recirculation and DPM. The results showed that if the drive intake airflow rate matches the fan capacity, air recirculation will occur even when the fan is located 10 m away from the crosscut entry. Results also showed …

Transtibial Prosthetic Socket Fitting: Australian Prosthetist Perspectives On Primary Challenges, Management Strategies, And Opportunities For Workflow And Technological Innovation, Lucy E. Armitage, Kirsty A. Mcdonald, Lauren Kark, Angela Buller, Belinda Ford

Faculty of Engineering and Information Sciences - Papers: Part B

Background: Following transtibial amputation, a custom-built socket is the most common interface between the prosthesis and residual limb. Desire from both prosthetists and prosthesis users for improved socket fitting processes have been well documented. However, there is currently limited information available about prosthetists’ experiences of how prosthetic manufacturing workflow can contribute to socket fit problems.

Objectives: This study aims to determine how socket fit problems are currently detected and managed by prosthetists and to identify challenges, management strategies, and opportunities for workflow and technological innovation during prosthesis manufacture and socket fitting.

Study design: Mixed-method (quantitative and qualitative) survey.

Methods: An …

Prehistoric Landslides: Significance, Recognition, Examples, James V. Hamel, David L. Knott, Phil Flentje, Stephen Fityus

Faculty of Engineering and Information Sciences - Papers: Part B

Prehistoric landslides with a wide range of ages and sizes exist worldwide in both rock and soil. Many are thought to have occurred during Pleistocene time when climates in some areas were harsher and wetter. Subsequent weathering and erosion have subdued topography and other features of prehistoric landslides, often making them difficult to recognize. Recognition is the key to dealing with prehistoric and other old landslides. Old slide masses are usually only marginally stable because past movements reduced available shear strength on their failure surfaces to residual levels. These masses are susceptible to reactivation by construction activities, heavy precipitation, and …

Bulli Pass Landslide Risk Management Part 1 – Hazard Assessment, Andrew Hunter, Phil Flentje, Alan Moon

Faculty of Engineering and Information Sciences - Papers: Part B

The Princes Highway along Bulli Pass is a narrow, heavily trafficked two lane section of the Princes Highway that traverses steep slopes on a grade of 9H:1V on the Illawarra Escarpment, about 11 km north of Wollongong, and 75 km south of Sydney in New South Wales (NSW), Australia. It is an important arterial road for the northern suburbs of Wollongong, connecting Mt Ousley Road (M1 Princes Motorway) at the crest of the escarpment to the suburb of Thirroul on the coastal plain at the base of the escarpment. Bulli Pass has a long history of landslide and rockfall events, …

Hygrothermal Performance Of Vapour-Permeable Wall Membranes In Cooler Australian Climates: Comparative Modelling And Sensitivity Analysis – Addendum, January 2022, Alan Green, Paul Cooper

Faculty of Engineering and Information Sciences - Papers: Part B

This document has been prepared as an addendum to the report ‘Hygrothermal Performance of Vapour-Permeable Wall Membranes in Cooler Australian Climates: Comparative Modelling and Sensitivity Analysis’ [1] prepared by the Sustainable Buildings Research Centre (SBRC) at the University of Wollongong under the auspices of the Australian Research Council Hub for Australian Steel Innovation. It includes results from an additional set of hygrothermal simulations, as well as further explanation of certain assumptions in the original report.

Indoor Temperatures And Energy Use In Nsw Social Housing, Daniel Daly, Theresa Harada, M P. Tibbs, Paul Cooper, Gordon R. Waitt, Federico Tartarini

Faculty of Engineering and Information Sciences - Papers: Part B

Issues of fuel poverty and thermal discomfort have been identified in social housing internationally, and have been linked with possible health risks for tenants. Statistically, many of the known factors linking poor thermal performance of a dwelling and increased health risk are over-represented in Australian social housing compared with the general housing sector. The results of a mixed-method study undertaken in social housing properties are offered to better understand the relationship between energy consumption and thermal performance in a temperate climate in New South Wales, Australia. The project design combined household energy ethnographies, home energy audits and longitudinal monitoring of …

Genetic Variation For Fusarium Crown Rot Tolerance In Durum Wheat, Gururaj Pralhad Kadkol, Jess Meza, Steven Simpfendorfer, Steve Harden, Brian R. Cullis Professor

Faculty of Engineering and Information Sciences - Papers: Part B

Tolerance to the cereal disease Fusarium crown rot (FCR) was investigated in a set of 34 durum wheat genotypes, with Suntop, (bread wheat) and EGA Bellaroi (durum) as tolerant and intolerant controls, in a series of replicated field trials over four years with inoculated (FCR-i) and non-inoculated (FCR-n) plots of the genotypes. The genotypes included con- ventional durum lines and lines derived from crossing durum with 2–49, a bread wheat geno- type with the highest level of partial resistance to FCR. A split plot trial design was chosen to optimize the efficiency for the prediction of FCR tolerance for each …

Utilizing Qr Codes To Verify The Visual Fidelity Of Image Datasets For Machine Learning, Yang-Wai Chow, Willy Susilo, Jianfang Wang, Richard Buckland, Joon Sang Baek, Jongkil Kim, Nan Li

Faculty of Engineering and Information Sciences - Papers: Part B

Machine learning is becoming increasingly popular in modern technology and has been adopted in various application areas. However, researchers have demonstrated that machine learning models are vulnerable to adversarial examples in their inputs, which has given rise to a field of research known as adversarial machine learning. Potential adversarial attacks include methods of poisoning datasets by perturbing input samples to mislead machine learning models into producing undesirable results. While such perturbations are often subtle and imperceptible from the perspective of a human, they can greatly affect the performance of machine learning models. This paper presents two methods of verifying the …

A Hybrid Unsupervised Clustering-Based Anomaly Detection Method, Guo Pu, Lijuan Wang, Jun Shen, Fang Dong

Faculty of Engineering and Information Sciences - Papers: Part B

In recent years, machine learning-based cyber intrusion detection methods have gained increasing popularity. The number and complexity of new attacks continue to rise; therefore, effective and intelligent solutions are necessary. Unsupervised machine learning techniques are particularly appealing to intrusion detection systems since they can detect known and unknown types of attacks as well as zero-day attacks. In the current paper, we present an unsupervised anomaly detection method, which combines Sub-Space Clustering (SSC) and One Class Support Vector Machine (OCSVM) to detect attacks without any prior knowledge. The proposed approach is evaluated using the well-known NSL-KDD dataset. The experimental results demonstrate …

Towards A More Effective Bidirectional Lstm-Based Learning Model For Human-Bacterium Protein-Protein Interactions, Huaming Chen, Jun Shen, Lei Wang, Yaochu Jin

Faculty of Engineering and Information Sciences - Papers: Part B

The identification of protein-protein interaction (PPI) is one of the most important tasks to understand the biological functions and disease mechanisms. Although numerous databases of biological interactions have been published in debt to advanced high-throughput technology, the study of inter-species protein-protein interactions, especially between human and bacterium pathogens, remains an active yet challenging topic to harness computational models tackling the complex analysis and prediction tasks. In this paper, we comprehensively revisit the prediction task of human-bacterium protein-protein interactions (HB-PPI), which is a first ever endeavour to report an empirical evaluation in learning and predicting HB-PPI based on machine learning models. …

H∞ Delayed Tracking Protocol Design Of Nonlinear Singular Multi-Agent Systems Under Markovian Switching Topology, Xiangli Jiang, Guihua Xia, Zhiguang Feng, Zhengyi Jiang

Faculty of Engineering and Information Sciences - Papers: Part B

© 2020 Elsevier Inc. The consensus tracking of singular multi-agent systems (MASs) with Lipschitz-type nonlinearities and exogenous disturbances is researched in this paper. Governed by a Markov chain, the network interaction randomly switches in a directed graph set, where the directed spanning tree is not contained in each graph while exists in the union rooting at the leader node. By utilizing a collection of in-neighbors’ information that involves communication delay, the intention is to design a protocol such that the resultant consensus error system is stochastic admissible with an H∞ disturbance attenuation level. Based on algebraic graph theory, stochastic admissibility …

Mlc Tracking For Lung Sabr Is Feasible, Efficient And Delivers High-Precision Target Dose And Lower Normal Tissue Dose, Jeremy Booth, Vincent Caillet, Adam Briggs, Nicholas G. Hardcastle, Georgios Angelis, Dasantha Jayamanne, Meegan Shepherd, Alexander Podreka, Kathryn Szymura, Doan Nguyen, Per Poulsen, Ricky O'Brien, Benjamin Harris, Carol Haddad, Thomas Eade, Paul Keall

Faculty of Engineering and Information Sciences - Papers: Part B

Background and purpose: The purpose of this work is to present the clinical experience from the first-in-human trial of real-time tumor targeting via MLC tracking for stereotactic ablative body radiotherapy (SABR) of lung lesions. Methods and materials: Seventeen patients with stage 1 non-small cell lung cancer (NSCLC) or lung metastases were included in a study of electromagnetic transponder–guided MLC tracking for SABR (NCT02514512). Patients had electromagnetic transponders inserted near the tumor. An MLC tracking SABR plan was generated with planning target volume (PTV) expanded 5 mm from the end-exhale gross tumor volume (GTV). A clinically approved comparator plan was generated …

Laboratory Learning Objectives Measurement: Relationships Between Student Evaluation Scores And Perceived Learning, Sasha Nikolic, Thomas Suesse, Kosta Jovanovic, Zarko Stanisavljevic

Faculty of Engineering and Information Sciences - Papers: Part B

Contribution: This article provides evidence that perceived learning has a relationship and influences the way students evaluate laboratory experiments, facilities, and demonstrators. Background: Debate continues on the capability and/or reliability of students to evaluate teaching and/or learning. Understanding such relationships can help educators decode evaluation data to develop more effective teaching experiences. Research Question: Does a relationship exist between student evaluation scores and perceived learning? Methodology: Perceived learning across the cognitive, psychomotor, and affective domains was measured using the Laboratory Learning Objectives Measurement (LLOM) tool at an Australian (344 students) and Serbian (181 students) university. A multilevel statistical analysis was …

Electrospun Nanofibers For Efficient Adsorption Of Heavy Metals From Water And Wastewater, Maryam Salehi, Donya Sharafoddinzadeh, Fatemeh Mokhtari, Mitra Salehi Esfandarani, Shafieh Karami

Faculty of Engineering and Information Sciences - Papers: Part B

Heavy metals (HMs) are persistent and toxic environmental pollutants that pose critical risks toward human health and environmental safety. Their efficient elimination from water and wastewater is essential to protect public health, ensure environmental safety, and enhance sustainability. In the recent decade, nanomaterials have been developed extensively for rapid and effective removal of HMs from water and wastewater and to address the certain economical and operational challenges associated with conventional treatment practices, including chemical precipitation, ion exchange, adsorption, and membrane separation. However, the complicated and expensive manufacturing process of nanoparticles and nanotubes, their reduced adsorption capacity due to the aggregation, …

Infinitesimal Knowledges, Rodney Nillsen

Faculty of Engineering and Information Sciences - Papers: Part B

The notion of indivisibles and atoms arose in ancient Greece. The continuum—that is, the collection of points in a straight line segment, appeared to have paradoxical properties, arising from the ‘indivisibles’ that remain after a process of division has been carried out throughout the continuum. In the seventeenth century, Italian mathematicians were using new methods involving the notion of indivisibles, and the paradoxes of the continuum appeared in a new context. This cast doubt on the validity of the methods and the reliability of mathematical knowledge which had been regarded as established by the axiomatic method in geometry expounded by …

Hygrothermal Performance Of Vapour-Permeable Wall Membranes In Cooler Australian Climates: Comparative Modelling And Sensitivity Analysis, Alan Green, Paul Cooper

Faculty of Engineering and Information Sciences - Papers: Part B

This research project was carried out under the auspices of the Australian Research Council (ARC) Research Hub for Australian Steel Innovation (IH200100005) and follows on from earlier experimental and numerical research that explored the thermal and hygric performance of walls with ventilated cavities [1]. The new research described below extends our earlier work, with an aim to:

1. Simulate and compare the hygrothermal (heat and moisture) performance of case study walls with ‘Class 3’ reflective and ‘Class 4’ non-reflective membranes located in Australian NCC Climate Zones 6 and 7; and
2. Investigate the sensitivity of such hygrothermal simulations to modelling assumptions

Thermal Bridging Of Horizontal Ceilings Under Pitched Roofs, Alan Green, Leela Kempton, Paul Cooper, Georgios Kokogiannakis

Faculty of Engineering and Information Sciences - Papers: Part B

A detailed investigation has been conducted into methods for determining the thermal performance of horizontal ceilings under pitched roofs. Existing literature on relevant calculation, simulation and test methods was reviewed, and an extensive computational fluid dynamics (CFD) simulation study was conducted. Results from the CFD simulations were used to assess the accuracy of standard thermal bridge calculation methods when applied to timber-framed and steel-framed ceilings under a roof space.

Equivalent Static Force Method For Selective Storage Racks With Uplifting Baseplates, James Maguire, Lip H. Teh, G Charles Clifton, Timothy J. Mccarthy

Faculty of Engineering and Information Sciences - Papers: Part B

This paper is concerned with the equivalent static force method for the seismic design of selective storage racks with uplifting baseplates. It proposes a new procedure for determining the effective natural period of such racks in the cross-aisle direction for use in the NZS 1170.5 equivalent static method. The procedure is derived by comparing the base shear results of trialled Rayleigh methods against nonlinear time history analysis results involving 15 upright frame configurations, comprising 5 baseplate types for three, five and seven level racks. The time history analyses use a suite of 44 ground motion records. It is recommended that …

A Blockchain Based System For Safe Vaccine Supply And Supervision, Binbin Yong, Jun Shen, Xin Liu, Fucun Li, Huaming Chen, Qingguo Zhou

Faculty of Engineering and Information Sciences - Papers: Part B

Immunization is an indispensable mechanism for preventing infectious diseases in modern society, and vaccine safety is closely related to public health and national security. However, issues such as vaccine expiration and vaccine record fraud are still widespread in vaccine supply chains. Therefore, an effective management system for the supervision of vaccine supply chains is urgently required. As the next generation of core technology after the Internet, blockchain is designed to build trust mechanisms that can change current information management methods. Meanwhile, the development of machine learning technologies provides additional ways to analyze the data in information management systems. The main …

From Ideal To Reality: Segmentation, Annotation, And Recommendation, The Vital Trajectory Of Intelligent Micro Learning, Jiayin Lin, Geng Sun, Tingru Cui, Jun Shen, Dongming Xu, Ghassan Beydoun, Ping Yu, David Pritchard, Li Li, Shiping Chen

Faculty of Engineering and Information Sciences - Papers: Part B

The soaring development of Web technologies and mobile devices has blurred time-space boundaries of people’s daily activities. Such development together with the life-long learning requirement give birth to a new learning style, micro learning. Micro learning aims to effectively utilize learners’ fragmented time to carry out personalized learning activities through online education resources. The whole workflow of a micro learning system can be separated into three processing stages: micro learning material generation, learning materials annotation and personalized learning materials delivery. Our micro learning framework is firstly introduced in this paper from a higher perspective. Then we will review representative segmentation …

Multi-Period Data Driven Control Strategy For Real-Time Management Of Energy Storages In Virtual Power Plants Integrated With Power Grid, Chixin Xiao, Danny Sutanto, Kashem M. Muttaqi, Minjie Zhang

Faculty of Engineering and Information Sciences - Papers: Part B

2019 Elsevier Ltd This paper investigates a novel real-time stochastic multi-period management strategy of a virtual power plant (VPP) using a three-layer language protocol based on computer program compiler principle, which takes advantage of the availability of the battery storage in a VPP to maximize the revenue of the VPP over the entire trading horizon considering the predicted prices in each slice of that horizon. When the conventional scenario tree method is used to solve the computational complexity of the multi-period stochastic optimization problem, it may cause the problem to become intractable when the problem-scale increases. This paper proposes a …

Group Self-Build Housing: A Bottom-Up Approach To Environmentally And Socially Sustainable Housing, Emma Elizabeth Heffernan, Pieter De Wilde

Faculty of Engineering and Information Sciences - Papers: Part B

In England, there is a longstanding and increasing undersupply of both affordable and open-market housing. Around three quarters of all new homes in the UK are currently built speculatively by the developer-led private housing sector. However, demand for self-build housing is growing. Concurrently, there is also a need to address the sustainability of homes, which represent 29% of final energy consumption in the UK. There is a clear imperative to develop business models within the construction sector in which both social and environmental sustainability are inherent. The aim of this paper is to explore professional and expert opinions on the …

A Semi-Analytic Valuation Of American Options Under A Two-State Regime-Switching Economy, Xiaoping Lu, Endah Putri

Faculty of Engineering and Information Sciences - Papers: Part B

In this study, we develop a semi-analytic method to evaluate American options under a two-state regime-switching economy. The two free boundaries corresponding to the states divide the pricing domain into two regions: a common continuation region and a transition region. Non-linear partial differential equation (PDE) systems are derived under the Black-Scholes framework for each region. The Laplace transform method is used to solve the PDE systems. Equations for determining the optimal exercise prices are obtained analytically and solved numerically in the Laplace space. A numerical inversion technique is then used to obtain the free boundaries and the option prices in …

Circular Hybrid Double-Skin Tubular Columns With A Stiffener-Reinforced Steel Inner Tube And A Large-Rupture-Strain Frp Outer Tube: Compressive Behavior, Le Huang, S S. Zhang, Tao Yu, K Peng

Faculty of Engineering and Information Sciences - Papers: Part B

A typical fiber-reinforced polymer (FRP)-concrete-steel double-skin tubular column (DSTC) consists of an FRP outer tube, a hollow steel inner tube and an annular concrete in-fill in between. The existing studies on DSTCs in the past decade have generally confirmed the good structural performance of such column form, while it is worth noting that the possible in-ward buckling of the steel tubes in DSTCs is still a problem to be addressed, especially when DSTCs are subjected to large axial deformation. Against this background, a variation form of DSTCs called R-DSTCs has been recently developed by the authors. An R-DSTC is a …

Four-Dimensional (Bio-)Printing: A Review On Stimuli-Responsive Mechanisms And Their Biomedical Suitability, Pedro Morouco, Bahareh Azimi, Mario Milazzo, Fatemeh Mokhtari, Cristiana Fernandes, Diana Reis, Serena Danti

Faculty of Engineering and Information Sciences - Papers: Part B

The applications of tissue engineered constructs have witnessed great advances in the last few years, as advanced fabrication techniques have enabled promising approaches to develop structures and devices for biomedical uses. (Bio-)printing, including both plain material and cell/material printing, offers remarkable advantages and versatility to produce multilateral and cell-laden tissue constructs; however, it has often revealed to be insufficient to fulfill clinical needs. Indeed, three-dimensional (3D) (bio-)printing does not provide one critical element, fundamental to mimic native live tissues, i.e., the ability to change shape/properties with time to respond to microenvironmental stimuli in a personalized manner. This capability is in …