This unit of study aims to introduce graduate engineering students from all disciplines to the concepts and practices of entrepreneurial thinking. Introduction to Entrepreneurship will offer the foundation for leaders of tomorrow's high-tech companies, by providing the knowledge and skills important to the creation and leadership of entrepreneurial ventures. The focus of the unit of study is on how to launch, lead and manage a viable business starting with concept validation to commercialisation and successful business formation.
The following topics are covered: Entrepreneurship: Turning Ideas into Reality, Building the Business Plan, Creating a Successful Financial Plan, Project planning and resource management, Budgeting and managing cash flow, Marketing and advertising strategies, E-Commerce and Entrepreneurship, Procurement Management Strategies, The Legal Environment: Business Law and Government Regulation, Intellectual property: inventions, patents and copyright, Workplace, workforce and employment topics, Conflict resolution and working relationships, Ethics and Social Responsibility.

The aim of this unit of study is to give students an insight and understanding of the environmental and sustainability challenges that Australia and the planet are facing and how these have given rise to the practice of Sustainable Design, Engineering and Management. The objective of this course is to provide a comprehensive overview of the nature and causes of the major environmental problems facing our planet, with a particular focus on energy and water, and how engineering is addressing these challenges.

To develop an understanding of principles of safety systems management and risk management, as applied to engineering systems. AS/NZS 4801:2001 and 4804:2001 form the foundation for teaching methods of developing, implementing, monitoring and improving a safety management system in an Engineering context.
Students will be exposed to a number of case studies related to safety systems and on completion of the course be able to develop a safety management plan for an Engineering facility that meets the requirements of NSW legislation and Australian standards for Occupational Health and Safety management systems.
Students are introduced to a variety of risk management approaches used by industry, and methods to quantify and estimate the consequences and probabilities of risks occurring, as applied to realistic industrial scenarios.

Project Management processes are what moves the project from initiation through all its phases to a successful conclusion. This course takes the project manager from a detailed understanding of process modelling through to the development and implementation of management processes applicable to various project types and industries and covers approaches to reviewing, monitoring and improving these processes. Specifically, the UoS aims to develop understanding of the nature and purpose of project management in the context of economic enterprise; develop knowledge of various models and frameworks for the practical application of project management; and explore core elements of effective project management with particular focus on technological development and innovation

Key learning objectives are to provide students with an overview of wastewater treatment and the range of technologies currently used.
The key issues considered are: wastewater characterisation; the cost of wastewater treatment and disposal; the (Australian) regulatory framework; primary, secondary and tertiary treatment options; solids management and water reuse; pro-cess integration; an introduction to process simulation.

Objectives: To develop an advanced understanding of the behaviour, analysis and design of prestressed concrete structures.
Outcomes: Students will develop skills in the analysis and design of prestressed concrete beams, columns and slabs, to satisfy the serviceability and strength provisions of the Australian Concrete Structures Standard.
Syllabus Summary: The behaviour and design of prestressed concrete structures and structural elements, including beams and slabs. Topics covered will include steel and concrete materials, prestress losses, flexural and shear behaviour at service loads and ultimate loads, short and long term deflections, load balancing, anchorage zones (including strut and tie modelling of anchors), dynamic response of post-tensioned floors, and sustainability considerations for prestressed concrete structures.

Students will understand the basic principles for the design of composite steel-concrete structures. In particular, they will develop an understanding of the procedures required for the design of composite beams, slabs and columns. Design guidelines will reflect requirements of the Australian Standards and international codes.

This Unit covers: a) Principles of the design of cold-formed steel structural members, where reference is made to the Australian Standard AS/NZS4600, explaining the underlying theory for its provisions; and b) The behaviour of steel columns under transverse impact loads, where reference is made to design procedures established in the research literature. The objectives are to provide students with advanced knowledge of steel structural design and confidence to apply the underlying principles to solve a wide range of structural steel problems.
This Unit will provide students with the following knowledge and skills: An understanding of the basic principles of reliability based design on steel structures; An understanding of the relationship between structural analysis and design provisions; An understanding of the background to the design provisions for cold-formed steel structures; Proficiency in applying the provisions of AS/NZS4600 to columns and beams; An understanding of the behaviour of steel columns under transverse impact; Proficiency in performing structural analyses of steel columns subjected to transverse impact loads.
Syllabus Summary:
Limit states design philosophy and approaches, Loading standards, Methods of analysis, Interrelationship between analysis and design, Flexural members section and member capacity, Compression members section and member capacity, Plastic collapse mechanisms and Impact resistance, of structural steel members.

This unit introduces the fundamental concepts and theory of dynamic analysis. In a first step, free vibrations are studied and the problem of determining the natural frequency of a system is addressed. This is followed by the study of harmonically excited vibrations. While initially systems with a single degree of freedom (SDOF) are considered, the theory is generalized to cover multi-degree of freedom systems. The theory is applied to explain how structures are designed against earthquake actions with specific reference to Parts 4 of the Australian loading standard AS1170 for determining earthquake loads. This unit will provide students with the following knowledge and skills: Understanding of the fundamental concepts and definitions used in structural dynamics; Ability to calculate the natural frequency of a system using equilibrium or energy methods; Ability to determine the effect of viscous damping on the response of a freely vibrating system; Ability to determine the response of a system to a harmonic excitation; Ability to apply AS1170 Part 4 in structural design against earthquake actions; Understanding of the fundamental concepts of earthquake engineering

Objectives: To develop an understanding of the modern principles of design of pile foundations and the application of those principles to practice.
Outcomes: Students should gain an advanced understanding of the types of pile foundations used in practice, and the procedures for analysis of pile foundations under various types of loading, and gain experience in carrying out pile design for real geotechnical profiles.
Syllabus summary: Types of piles and their uses, effects of pile installation, axial capacity of piles and pile groups, settlement of pile foundations, ultimate lateral capacity, lateral deformations, analysis of pile groups subjected to general loading conditions, piled raft foundations, piles subjected to ground movements, pile load testing, code provisions for pile design.

Objectives: to develop an understanding of the behaviour and design of engineering structures in rock masses.
Outcomes: Students will have learnt how to classify and characterise rocks and rock masses for engineering purposes and developed an understanding of basic rock mechanics, etc.
Syllabus summary: Introduction to rock mechanics and rock engineering. Index properties and engineering characterisation of rocks and rock masses. Planes of weakness in rock masses. Rock material strength and rock mass strength. Rock deformability. In situ stress conditions in rock masses. Underground openings. Rock slopes.

This is an advanced soil mechanics course. It is concerned with the mechanical stress, strain, strength behaviour and the application of this knowledge in geotechnical engineering. The course includes an introduction to critical state soil mechanics, which is used to assist with the interpretation of soil data, and to enable prediction of ground behaviour. The course uses the critical state framework to provide a firm basis for an understanding of the stress, strain, strength behaviour of all soils, and to enable a rational approach to the selection of parameters for use in geotechnical design.

This is an advanced course on geotechnical engineering. The Unit of Study will focus on the design and analyses of geotechnical applications related to energy and sustainability. This course covers essential geotechnical design concepts related to some of the current and emerging energy projects, starting from the governing mechanisms controlling heat and mass transfer, to designing geothermal foundations and geological storage facilities, as examples. Other energy geotechnical problems include the design and analyses of offshore foundations for oil and gas platforms, which must sustain unique and harsh loading conditions, and carbon geosequestration facilities subjected to high temperatures, pressures and hydrological conditions. The course concerns with the constitutive behaviour of soils, including stress, strain, heat and mass transfer, and the application of this knowledge in practical engineering problems. Theme topics related with these materials will be discussed with specific emphases on the areas of energy and environmental engineering. This course aims to develop theoretical and numerical skills for students interested in structural and geotechnical engineering.

The objective of this unit of study is to introduce students and professionals to water resources engineering. The aim of this unit is to provide an understanding of one or more aspects related to: hydrologic cycle from the broadest perspective, physical, chemical and biological characterization of water, how to change the water quality parameters, water quality control and management, water quality in the environment, nutrient and contaminant cycling and removal, water treatment methods for drinking, wastewater and groundwater, conservation/reuse/treatment techniques, desalination, stormwater, bioremediation and phytoremediation techniques. The topics mentioned above may be covered in both a qualitative and quantitative aspect depending on the subject of the project in this year. A basic level of integral and differential calculus is required as well as knowledge and use of calculation software such as Excel and Matlab, and micro-controlling systems and boards.

This unit of study will review the principles of uniform flow in open channels. These will be extended into a study of the principles of slowly varying and rapidly varying flow, the calculation of backwater curves and hydraulic jumps. These principles will then be applied to the design of gutters, inlets, culverts and piers, using existing commercially available software packages commonly used in engineering practice.
This unit will provide students with a strong back ground in open channel flow hydraulics, and the basis for the calculation of stream and hydraulic structure performance. Students will gain experience in the use of currently available commercial software for the design of culverts and other structures.

The objective of this unit is to provide students with advanced knowledge of Computational Fluid Dynamics (CFD) techniques and skills in solving thermal fluid flow problems relevant to Civil and Environmental Engineering applications. Students will also gain experience in using a state-of-the-art commercial CFD package and advanced understanding of a range of engineering problems through working on projects.

The capstone project requires the student to plan and execute a substantial research-based project, using their technical and communication skills to design, evaluate, implement, analyse and theorise about developments that contribute to professional practice thus demonstrating the achievement of AQF Level 9.
Capstone Project provides an opportunity for students to conduct original research. Students will generally work individually and an individual thesis must be submitted by each student.
Capstone Project is a major task and is to be conducted with work spread over most of the year, in two successive Units of Study of 6 credits points each, Capstone Project A (CIVL5020) and Capstone Project B (CIVL5021). This particular unit of study, which must precede CIVL5021 Capstone Project B, should cover the first half of the work required for a complete Capstone Project. In particular, it should include almost all planning of a research or investigation project, a major proportion of the necessary literature review (unless the entire project is based on a literature review and critical analysis), and a significant proportion of the investigative work required of the project.
A thesis at this level will represent a contribution to professional practice or research, however the timeframe available for the thesis also needs to be considered when developing project scopes. Indeed, a key aim of the thesis is to specify a research topic that arouses sufficient intellectual curiosity, and presents an appropriate range and diversity of technical and conceptual challenges, while remaining manageable and allowing achievable outcomes within the time and resources available. It is important that the topic be of sufficient scope and complexity to allow a student to learn their craft and demonstrate their research skills. Equally imperative is that the task not be so demanding as to elude completion. Finally the ability to plan such a project to achieve results within constraints and the identification of promising areas and approaches for future research is a key assessment criterion.

The capstone project requires the student to plan and execute a substantial research-based project, using their technical and communication skills to design, evaluate, implement, analyse and theorise about developments that contribute to professional practice thus demonstrating the achievement of AQF Level 9.
Capstone Project provides an opportunity for students to conduct original research. Students will generally work individually and an individual thesis must be submitted by each student.
Capstone Project is a major task and is to be conducted with work spread over most of the year, in two successive Units of Study of 6 credits points each, Capstone Project A (CIVL5020) and Capstone Project B (CIVL5021). This particular unit of study, which must be preceded by or be conducted concurrently with CIVL5020 Capstone Project A, should cover the second half of the work required for a complete Capstone Project. In particular, it should include completion of all components of the research or investigation project planned but not undertaken or completed in CIVL5020 Capstone Project A.
A thesis at this level will represent a contribution to professional practice or research, however the timeframe available for the thesis also needs to be considered when developing project scopes. Indeed, a key aim of the thesis is to specify a research topic that arouses sufficient intellectual curiosity, and presents an appropriate range and diversity of technical and conceptual challenges, while remaining manageable and allowing achievable outcomes within the time and resources available. It is important that the topic be of sufficient scope and complexity to allow a student to learn their craft and demonstrate their research skills. Equally imperative is that the task not be so demanding as to elude completion. Finally the ability to plan such a project to achieve results within constraints and the identification of promising areas and approaches for future research is a key assessment criterion.

The capstone project requires the student to plan and execute a substantial research-based project, using their technical and communication skills to design, evaluate, implement, analyse and theorise about developments that contribute to professional practice thus demonstrating the achievement of AQF Level 9.
Capstone Project provides an opportunity for students to conduct original research. Students will generally work in groups, although planning and writing of the thesis will be done individually; i. e. , a separate thesis must be submitted by each student. Only in exceptional circumstances and by approval of Capstone Project course coordinator and the relevant academic supervisor concerned will a student be permitted to undertake a project individually.
Capstone Project is a major task and is to be conducted with work spread over most of the year, in two successive Units of Study of 6 credits points each, Capstone Project A (CIVL5020) and Capstone Project B (CIVL5021) or this unit Capstone Project B extended (CIVL5022) worth 12 credit points. This particular unit of study, which must be preceded by or be conducted concurrently with CIVL5020 Capstone Project A, should cover the second half of the work required for a complete Capstone Project. In particular, it should include completion of all components of the research or investigation project planned but not undertaken or completed in CIVL5020 Capstone Project A.
A thesis at this level will represent a contribution to professional practice or research, however the timeframe available for the thesis also needs to be considered when developing project scopes. Indeed, a key aim of the thesis is to specify a research topic that arouses sufficient intellectual curiosity, and presents an appropriate range and diversity of technical and conceptual challenges, while remaining manageable and allowing achievable outcomes within the time and resources available. It is important that the topic be of sufficient scope and complexity to allow a student to learn their craft and demonstrate their research skills. Equally imperative is that the task not be so demanding as to elude completion. Finally the ability to plan such a project to achieve results within constraints and the identification of promising areas and approaches for future research is a key assessment criterion.

To complete a substantial research project and successfully analyse a problem, devise appropriate experiments, analyse the results and produce a well-argued, in-depth thesis.

To complete a substantial research project and successfully analyse a problem, devise appropriate experiments, analyse the results and produce a well-argued, in-depth thesis.

Objectives: To provide students with the necessary skills to use commercial Computational Fluid Dynamics packages and to carry out research in the area of Computational Fluid Dynamics. Expected outcomes: Students will have a good understanding of the basic theory of Computational Fluid Dynamics, including discretisation, accuracy and stability. They will be capable of writing a simple solver and using a sophisticated commercial CFD package.
Syllabus summary: A course of lectures, tutorials and laboratories designed to provide the student with the necessary tools for using a sophisticated commercial CFD package. A set of laboratory tasks will take the student through a series of increasingly complex flow simulations, requiring an understanding of the basic theory of computational fluid dynamics (CFD). The laboratory tasks will be complemented by a series of lectures in which the basic theory is covered, including: governing equations; finite difference methods, accuracy and stability for the advection/diffusion equation; direct and iterative solution techniques; solution of the full Navier-Stokes equations; turbulent flow; Cartesian tensors; turbulence models.

This unit aims to: provide fundamental understanding at advanced level of the behaviour and design of hot-rolled/fabricated and cold-formed steel members; to provide fundamental understanding of newly developed Direct Design Method (DDM) for analysis and design of structural systems; and to develop an understanding of the behaviour and design of steel connections in open and hollow sections. It is anticipated that at the end of this unit of study students should be familiar with the behaviour of steel structures at advanced level in selected areas, including design for local buckling and design for flexural-torsional buckling of columns and beams; have a sound knowledge of AS 4100 in the areas of section capacity determination of slender cross-sections, and flexural-torsional buckling of beams; have a sound knowledge of AS/NZS 4600 in the areas of section capacity determination of slender cross-sections, and flexural-torsional buckling of columns and beams; have knowledge of the use of FEM software in the design of structural systems; have the skills to assess the behaviour of specific connections; have an appreciation of some practical aspects of economical steel connection design. This unit will examine stability theory, Stability design to AS4100 and AS/NZS4600, Direct Design Method, Steel connection design.

This Unit reviews the fundamental concepts of 'elastic' behaviour of reinforced concrete structures and introduces models of behaviour and methods of analysis related to the time-dependent effects of creep and shrinkage (at service loads). This Unit also examines the non-linear (strain-softening) behaviour of reinforced concrete and the related effects concerning the strength of statically-indeterminate reinforced concrete structures. In particular, this Unit examines the concepts of ductility, moment-redistribution and plastic design (for beams and slabs). Strut-and-tie modelling of reinforced concrete members is also described. Design guidelines will reflect requirements of the Australian Standards and Eurocodes.
This Unit will provide students with the following knowledge and skills: understanding of the fundamental concepts and theoretical models concerning the time-dependent structural effects of concrete creep and shrinkage; ability to carry out calculations to estimate 'elastic' load-effects (stresses/strains/deformations) for reinforced concrete structures (at service loads), accounting for the time-dependent effects of concrete creep and shrinkage; understanding of the fundamental concepts and theoretical models of the strain-softening behaviour of reinforced concrete (in flexure); understanding of the fundamental concepts and numerical models of ductility and moment redistribution for reinforced concrete beams; ability to quantitatively assess the ductility and moment-redistribution capacity of reinforced concrete beams; understanding of the fundamental concepts and numerical models of plastic behaviour and design for reinforced concrete beams and slabs (including yield-line analysis); ability to determine the ultimate plastic load-carrying capacity of statically-indeterminate reinforced-concrete beams and slabs; ability to use strut-and-tie models of reinforced concrete behaviour.

This course will provide students broader knowledge in timber design and structural rehabilitation. In the first section of the subject, students will learn the engineering properties of timber and requirements to be met for specification of the design, installation and maintenance of timber structures. It includes grading and structural properties; design actions; design of timber columns, beams, tension members and connections; principles of limit state design and serviceability; methods of testing; quality standards and maintenance of timber structures based on AS 1720. 1-2010 timber structures-design methods, and AS NZS 4063. 1-2010 characterization of structural timber-test methods.
The second part covers monitoring, rehabilitation and strengthening techniques of existing structures (concrete/steel/timber/masonry). Students will be introduced to structural inspection and evaluation; durability and deterioration; destructive and non-destructive testing; and design of strengthening systems including advanced fibre reinforced polymer (FRP) materials, epoxy injection, steel plate bonding, and post tensioning according to relevant Australian, ACI and European guidelines.

The aim of this unit of study is to provide students with an introduction to the knowledge and skills necessary to design and implement sustainable humanitarian engineering projects. The context for the delivery of humanitarian engineering projects are set in developing countries, disaster relief situations, indigenous communities and our societies at large. Sustainability it critical to the long term impact of any engineering project. Students will learn about how engineering fits within a range of sustainability frameworks. Systems thinking, inter-disciplinary approaches, partnerships and government policy are some of the topics that will be covered. This unit of study is the 4th year elective for Humanitarian Engineering major and is open to all undergraduate engineers who have completed the pre-requisites.

Geoenvironmental Engineering is an applied science concerned with the protection of the subsurface from human activities. It can be divided into 2 main branches: waste containment and treatment of pollution sites. The former is usually a preventative activity, whereas the latter is corrective, i. e. it occurs after pollution has taken place. Geoenvironmental Engineering draws on fundamental science, especially the chemistry of low-permeability material such as clay, fluid flow in soil and contaminant migration in soil. The goal of CIVL5351 is to introduce you to the science behind Geoenvironmental Engineering and develop your skills at designing waste containment systems.
Learning Outcomes: 1. Analyse flow regime in soil using Darcy equation; 2. Analyse contaminant migration in soil using coupled flow and reactive diffusion-advection equations; 3. Design a single or double composite landfill liner satisfying groundwater quality requirements; 4. Predict the potential for methane production in a landfill and assess the feasibility of waste-to-energy conversion; 5. Conduct research on a geoenvironmental topic as part for group.
Syllabus Summary: introduction to geoenvironmental engineering; integrated waste management and life cycle assessment; soil composition and mineralogy; types and characteristics of contaminants; theory of water seepage in soil and hydraulic conductivity; theory of reactive contaminant transport in soil including molecular diffusion, mechanical dispersion and advective flow; analytical and numerical solutions of reactive diffusion advection equation; design of landfills; geosynthetics and geomembranes; defects and leakage rates; methane generation in landfills and landfill gas management.

The objectives of this unit are to gain an understanding of the design process in foundation engineering, to understand the importance of site investigation and field testing, and to learn how to deal with uncertainty. To achieve these objectives students are asked to design foundations using real data. Students will develop the ability to interpret the results of a site investigation; to use laboratory and field data to design simple foundations; develop an appreciation of the interaction between the soil, foundation system and the supported structure. The syllabus is comprised of field testing, site characterisation, interpretation of field data, design of pile raft and surface footings, support of excavations, soil improvement, and geotechnical report writing.

Geotechnical hazards include landslides, rock falls and mud flows. They are triggered by soil/rock failure due to natural or human causes. The objective of this Unit of Study is to develop the ability to assess and mitigate the risks associated to such events.
Students will learn how to estimate when and where these events are likely to occur, how to define safety zones and how to design effective protection structures. The syllabus is comprised of (i) Landslide Risk Assessment and Management procedures (ii) post-failure and out of equilibrium soil mechanics applied to prediction of rock fall, landslide and mud flow run-out distance and impact force on structures; (iii) design of geotechnical protection structures using Finite Element modelling.
Senior geotechnical engineers from major companies will deliver some guest lectures presenting on practical case study involving geotechnical hazards throughout the semester.

The objective of this unit is to provide students with fundamental knowledge of finite element analysis and how to apply this knowledge to the solution of civil engineering problems at intermediate and advanced levels.
At the end of this unit, students should acquire knowledge of methods of formulating finite element equations, basic element types, the use of finite element methods for solving problems in structural, geotechnical and continuum analysis and the use of finite element software packages. The syllabus comprises introduction to finite element theory, analysis of bars, beams and columns, and assemblages of these structural elements; analysis of elastic continua; problems of plane strain, plane stress and axial symmetry; use, testing and validation of finite element software packages; and extensions to apply this knowledge to problems encountered in engineering practice.
On completion of this unit, students will have gained the following knowledge and skills:
1. Knowledge of methods of formulating finite element equations. This will provide students with an insight into the principles at the basis of the FE elements available in commercial FE software.
2. Knowledge of basic element types. Students will be able to evaluate the adequacy of different elements in providing accurate and reliable results.
3. Knowledge of the use of finite element methods for solving problems in structural and geotechnical engineering applications. Students will be exposed to some applications to enable them to gain familiarity with FE analyses.
4. Knowledge of the use of finite element programming and modeling.
5. Extended knowledge of the application of FE to solve civil engineering problems.

The objectives of this unit are to demonstrate how the granular structure of soil materials controls their engineering behaviour; translate particle micromechanics to improve macroscopic engineering predictions; and establish the intimate connection of geotechnical engineering to other disciplines where granular materials play a pivotal role, including mining engineering, bulk materials handling, and geophysics. Similarly, this course will cohesively connect geotechnical engineering with fluids engineering principles, as well as enhance students' background in materials science. At the end of this unit students will be able to understand and use Discrete Element Method to evaluate and solve geotechnical problems such as rockfall interactions with surrounding terrain. They will also critically analyse pile penetration and silo discharge in light of granular mechanisms; apply soil rheology to carry out parametric study of landslide flows; and understand and use dimensionless analysis principles to predict resistive forces on obstacles. Strong focus will be dedicated for communicating students' results using written methods appropriate for professional engineers.

This unit of study will introduce the fundamentals of meteorology governing wind flow, details of extreme wind events, wind structure, statistical distribution of the wind, the effect of topography and terrain changes on wind profile, investigate the fluid flow around bluff bodies, and detail the design of civil engineering structures for wind loading.
This unit will provide students with the following knowledge and skills: On completion of this course students will have an understanding of the governing principles of wind engineering, how to predict the extreme wind speed and analyse anemographs, predict the effect of terrain and topography on velocity and turbulence, understand flow patterns around bodies, how to predict the pressure distribution and wind loading on bodies and structures, dynamic response of structures, and how all the above relates to AS1170.2.

The objectives of this unit of study are to develop an understanding of the processes occurring in lakes, reservoirs, streams and coastal seas, an introduction to transport and mixing in inland waters, and to the design the design of marine structures. The unit will cover the mass and heat budget in stored water bodies, mixing, and the implications for water quality. In streams, natural river systems will be discussed, and the principles of sediment transport and scour, monitoring and management will be introduced. The basic equations for linear and nonlinear wave theories in coastal seas will be introduced, and wave forces on structures and an introduction to design of offshore structures will be discussed.

This unit of study aims to provide an introduction to the intersections of theory and applications in Transport Networks, Geography, and Land Use. It describes how to characterize networks, (topology, hierarchy, morphology), and how that affects the use of those networks. The course is a mix between a lecture and a student-led seminar, with students responsible for researching and presenting on a number of the topics, as well as developing a course text in a wikibook format. Students will learn the basics of networks and how transportation systems function on them.

This unit of study aims to provide an introduction to the theory and practice of transport models as used for traffic operations. Topics include: travel demand forecasting; choice modelling; agent-based modeling; queuing and traffic flow; intelligent transport systems; the microscopic and macroscopic fundamental diagrams; highway operation; congestion control; static, quasi-dynamic and dynamic network equilibrium; the four-step (generation, distribution, mode choice and assignment) transport model; macroscopic models vs microscopic simulation; transport data sources and survey methodology; introduction to the main transport modelling software packages; coordinated control.

This subject aims to provide an environment for students to learn essential facts and develop models and frameworks to understand the development of transport policy, the making of transport plans, and the deployment of transport technologies. The unit uses a mixture of traditional lectures, and interactive learning through case studies and role playing. Both the lectures and the cases allow the students to develop an inductive understanding of transportation. The unit will be successful if at the end, the student has developed a worldview on transportation (not necessarily the same as the instructor's), and has an appreciation for merits and demerits of various perspectives on transport issues. The course seeks an integrative approach for transport, and though the stories in lecture will be told mode by mode, there are a number of opportunities to see the relationships between modes, in their structure in function, and in the learning as one mode adopts successful (and unsuccessful) attributes of others.

Advanced data analytics and predictive transport modelling. This unit builds on quantitative analysis skills from CIVL3704 (Transport Informatics). Students will engage in in-depth data-mining using various data-sets available in the public domain as well as spatial and demographic overlaying to create transport maps and models of existing and predictive transport usage. Novel sources of data such as GIS trip-monitoring and real-time instrumentation will be introduced and utilised. Students will learn how to integration multiple data sources to create new and value-added knowledge.

This unit requires students to use a number of advanced experimental tools and techniques which they learn through project-based learning as well as a structured theoretical lecture program. It will be very useful as co-requisite study for students engaged in an experimental honours thesis topic. It also covers issues of basic electronic circuitry and signal processing, various analysis techniques using both simple and advanced statistics, and advanced data processing methods such as PIV and Fourier filtering. It will also prepare students for further research in industry or academia.

Globalisation, rapid technological advances, the development of integrated and distributed systems, cross-disciplinary technical collaboration, and the emergence of "evolved" (as opposed to designed) systems are some of the reasons why many systems have begun to be described as complex systems in recent times. Complex technological, biological, socio-economic and socio-ecological systems (power grids, communication and transport systems, food webs, megaprojects, and interdependent civil infrastructure) are composed of large numbers of diverse interacting parts and exhibit self-organisation and/or emergent behaviour. This unit will introduce the basic concepts of "complex systems theory", and focus on methods for the quantitative analysis and modelling of collective emergent phenomena, using diverse computational approaches such as agent-based modelling and simulation, cellular automata, bio-inspired algorithms, and game theory. Students will gain theoretical knowledge of complex adaptive systems, coupled with practical skills in computational simulation and forecasting using a range of modern toolkits.

Our modern day civil infrastructure includes transport networks, telecommunications, power systems, financial infrastructure and emergency services, all of which are growing more and more interconnected. Moreover, the behaviour of the modern infrastructure is not dependent only upon the behaviour of its parts: complex civil systems (such as modern power grids), communication and transport systems, megaprojects, social and eco-systems, generate rich interactions among the individual components with interdependencies across systems. This interdependent behaviour brings about significant new challenges associated with the design and management of complex systems. Cascading power failures, traffic disruptions, epidemic outbreaks, chronic diseases, financial market crashes, and ecosystem collapses are typical manifestations of these challenges, affecting the stability of modern society and civil infrastructure. This unit will develop an understanding of how interdependent systems perform under stress, how to improve resilience and how best to mitigate the effects of various kinds of component failure or human error, by more accurate analysis of interdependent cascades of failures across system boundaries. The studied topics will include dynamical analysis of complex interdependent networks, local and global measures of network structure and evolution, cascading failures, as well as predictive measures of catastrophic failure in complex adaptive systems, and the tools that enable planning for resilient infrastructure. This unit will equip future professionals with sufficient expertise and technical know-how for the design of efficient prevention and intervention policies, and robust crisis forecasting and management. This unit will equip future professionals with sufficient expertise and technical know-how for the design of efficient prevention and intervention policies, and robust crisis forecasting and management.