ISSN 2398-6611 (Online) Faculty of Engineering and Technology Faculty Research Week 2018 Proceedings 14th-18th May Faculty of Engineering and Technology James Parsons Building, Byrom Street, Liverpool, L3 3AF 1 ISSN 2398-6611 (Online) Table of Contents Ruqayah R Al-Dahhan Context-Aware Cloud-Based Access Control for the Internet of Things .... 5 Phillip Kendrick Multi-Agent Systems for Dynamic Forensic Investigations .................................. 10 Paul Ross McWhirter A fully automated pipeline for variability detection and classification for the Small Telescopes Installed at the Liverpool Telescope ........................................................................ 15 Ghulam Mohi-Ud-Din Efficient short-term electricity load forecasting in Smart Grid using deep learning techniques ................................................................................................................................. 20 Upul Jayasinghe Trust Computational Model based on Machine Learning for IoT ....................... 24 Natasa Orphanidou A virtual fencing system for real-time monitoring and controlling animal position and behaviour ........................................................................................................................... 31 Mohammed Khalaf A Machine Learning Approaches for Clinical Data Analysis with Application .................................................................................................................................................................. 37 Ahmad Abduallah Synthetic Loading for Symmetrical and Asymmetrical Twelve-Phase Induction Machines .................................................................................................................................................. 42 Steven Duffy A source and drain transient currents technique for trap characterisation in AlGaN/GaN HEMTs .............................................................................................................................. 48 Quang Huy Nguyen Optimized Indoor Positioning for static mode smart devices using BLE ....... 53 Rosie Horner Biomimicry- Can copying the micro-topography pattern of the Cockle Cerastoderma edule give antifouling properties to marine steel? ...................................................... 59 Harry Pointon Selective high resolution path generation for UAVs with positional assurance validation. ................................................................................................................................................ 65 Alexander Moore Testing Structure from Motion 3-D reconstruction techniques with synthetic data to determine the resulting geometric error .................................................................................. 70 Elizabeth Parrott The emergence of UAV and computer vision techniques within forensic science and policing ............................................................................................................................................. 75 Ilaria Frau Screen-printed thick films based on l-cysteine-chitosan ruthenium oxide on planar IDE sensors for EM detection of Cu ions in water .............................................................................. 80 Tricia Sullivan Long-term optical dimming of KIC 8462852 with Skycam Z .................................. 85 Meghan Hughes Galactic tidal features and their star cluster populations in the context of E- MOSAICS ................................................................................................................................................ 91 Silvia Martocchia Age as one of the major factors in the onset of multiple populations in stellar clusters ..................................................................................................................................................... 97 Robert Poole-Mckenzie Studies of the local dark matter velocity distribution using new cosmological simulations ........................................................................................................................ 99 2 ISSN 2398-6611 (Online) Jessica Kitamura Red giant branch stars from the Spitzer-IRAC survey in the Galactic globular cluster Centauri ................................................................................................................................. 104 Egidijus Kukstas Environment from cross-correlations: linking effect to the cause in galaxy quenching............................................................................................................................................... 110 Sebastian Turner Reproducible k-means clustering in galaxy feature data ................................... 115 Kate Furnell The Growth of BCGs and ICL in X-ray Selected Clusters ........................................ 120 Lawrence Short Using Massive Stellar Clusters to Study the Cepheid Period-Age Relation ........ 127 Kevin Tsang Seeing the Cepheids in the Triangulum Galaxy in a new light .................................. 133 Thomas Sedgwick The galaxy stellar mass function and low surface brightness galaxies via core- collapse supernovae .............................................................................................................................. 139 Nicole Gerber Development of a procedure reference model for the alignment of non‐medical support service applications in hospitals ensuring the correct delivery and display of relevant key performance indicators ........................................................................................................................ 145 Layth Kraidi Analysing the Critical Risk Factors in Oil and Gas Pipeline Projects by Using Fuzzy Logic Theory ......................................................................................................................................... 150 Keyur Joshi Determining the dielectric property of milk products for online quality monitoring using microwave spectroscopy ............................................................................................................. 154 Md Jobayer Bhuyan Improving Land Administration through Total Quality Management (TQM) Approach in Bangladesh ...................................................................................................................... 160 Goran Omer Development of an electromagnetic sensor as an NDT method to assess the integrity of marine structures.............................................................................................................................. 165 Franziska Honegger Towards an optimal FM Communication in Swiss Hospitals - the Development of a Communication Framework ................................................................................. 170 Jacob Greene Non-Invasive Monitoring of Glycogen in Real-Time Using an Electromagnetic Sensor ..................................................................................................................................................... 176 Rebecca Randles The development of a methodology to measure undergraduate science student learning gain .......................................................................................................................................... 181 Terry Allen Petri Nets: a novel predictive approach to in silico analysis of developmental effects of thyroid hormone metabolism in humans. ........................................................................................... 186 Andrew Sneddon Mathematical modelling predicts the spatial distribution of metabolism in skin ................................................................................................................................................................ 191 Raul Casana Eslava Customer insights: From Fisher to Bayesian networks. ................................ 196 Adam Mitchinson A stochastic model of topographically influenced cell migration ..................... 202 Tamman Kaid Development of conductive rubbers for gasket applications .................................. 209 3 ISSN 2398-6611 (Online) Cong Tang Systematic Investigation of Auxetic Structures and Materials Development ............. 212 Muhammad Usman A fuzzy modelling approach to standardise the prior probabilities for parent nodes of Bayesian Network (BN) model used for two-stroke engine health assessment ................ 217 Gregory Asuelimen Advanced risk assessment in the marine Arctic seismic survey operation ... 222 Igor Deplano Multiple Heterogeneous Knapsack Problem with realistic container loading constraints ............................................................................................................................................. 229 Cameron Kelly Investigation into the uses of Life Cycle Analysis (LCA) as an alternative method of selecting tidal power schemes .......................................................................................................... 234 Lei Wang Research on risk management methods for healthcare supply chain in hospital setting ................................................................................................................................................................ 239 Zhisen Yang Research developments of game theory in transportation: Current situation and Future direction .................................................................................................................................... 243 Khaled Mohamed Al-Badani Investigating