Ajith Kumar Parlikad

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 55

Top Topics

Recurrent Neural Networks

Hierarchical Bayesian

Emerging Trends

Asset Management

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Reliab.

Publications

Sanyapong Petchrompo, Sunny Modhara, Andy Kirwan, Ajith Kumar Parlikad, Naruemon Wattanapongsakorn
A two-step post-optimality approach for a multi-objective railway maintenance planning problem. Comput. Ind. Eng. 192 (2024)
Vinod Kumar Chauhan, Mark Bass, Ajith Kumar Parlikad, Alexandra Brintrup
Trolley Optimisation for Loading Printed Circuit Board Components. Oper. Res. Forum 5 (3) (2024)
Anandarup Mukherjee, Manu Sasidharan, Manuel Herrera, Ajith Kumar Parlikad
Unsupervised constrained discord detection in IoT-based online crane monitoring. Adv. Eng. Informatics 60 (2024)
Moustafa Naiem Abdel-Mooty, Manu Sasidharan, Manuel Herrera, Ajith Kumar Parlikad, Jennifer Schooling, Wael El-Dakhakhni, Paulin Coulibaly
Strategic assessment of bridge susceptibility to scour. Reliab. Eng. Syst. Saf. 251 (2024)
Adolfo Crespo del Castillo, Ajith Kumar Parlikad
Dynamic fleet management: Integrating predictive and preventive maintenance with operation workload balance to minimise cost. Reliab. Eng. Syst. Saf. 249 (2024)
Sukhpal Singh Gill, Huaming Wu, Panos Patros, Carlo Ottaviani, Priyansh Arora, Victor Casamayor-Pujol, David Haunschild, Ajith Kumar Parlikad, Oktay Cetinkaya, Hanan Lutfiyya, Vlado Stankovski, Ruidong Li, Yuemin Ding, Junaid Qadir, Ajith Abraham, Soumya K. Ghosh, Houbing Herbert Song, Rizos Sakellariou, Omer Rana, Joel J. P. C. Rodrigues, Salil S. Kanhere, Schahram Dustdar, Steve Uhlig, Kotagiri Ramamohanarao, Rajkumar Buyya
Modern Computing: Vision and Challenges. CoRR (2024)
Marco Pérez-Hernández, Alena Puchkova, Ajith Kumar Parlikad
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Manuel Herrera, Manu Sasidharan, Stephen A. Cassidy, Ajith Kumar Parlikad
Performance assessment of a communication infrastructure with redundant topology: A complex network approach. Comput. Networks 228 (2023)
Maharshi Harshadbhai Dhada, Ajith Kumar Parlikad, Olof Steinert, Tony Lindgren
Weibull recurrent neural networks for failure prognosis using histogram data. Neural Comput. Appl. 35 (4) (2023)
Adolfo Crespo del Castillo, José Antonio Marcos, Ajith Kumar Parlikad
Dynamic fleet maintenance management model applied to rolling stock. Reliab. Eng. Syst. Saf. 240 (2023)
Sukhpal Singh Gill, Minxian Xu, Panos Patros, Huaming Wu, Rupinder Kaur, Kamalpreet Kaur, Stephanie Fuller, Manmeet Singh, Priyansh Arora, Ajith Kumar Parlikad, Vlado Stankovski, Ajith Abraham, Soumya K. Ghosh, Hanan Lutfiyya, Salil S. Kanhere, Rami Bahsoon, Omer F. Rana, Schahram Dustdar, Rizos Sakellariou, Steve Uhlig, Rajkumar Buyya
Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots. CoRR (2023)
Yyi Kai Teoh, Sukhpal Singh Gill, Ajith Kumar Parlikad
IoT and Fog-Computing-Based Predictive Maintenance Model for Effective Asset Management in Industry 4.0 Using Machine Learning. IEEE Internet Things J. 10 (3) (2023)
Yin-Chi Chan, Kaya Dreesbeimdiek, Ajith Kumar Parlikad, Tom Ridgman, Nicholas J. Matheson, Ben Warne, Denise Franks
A Simulation Model and Dashboard for Predicting Covid-19 Bed Requirements. WSC (2023)
Vinod Kumar Chauhan, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. Comput. Ind. Eng. 176 (2023)
Lawrence A. Bull, Domenic Di Francesco, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami
Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning. Comput. Aided Civ. Infrastructure Eng. 38 (7) (2023)
Muhammed Golec, Sukhpal Singh Gill, Ajith Kumar Parlikad, Steve Uhlig
HealthFaaS: AI-Based Smart Healthcare System for Heart Patients Using Serverless Computing. IEEE Internet Things J. 10 (21) (2023)
Nicola Moretti, Xiang Xie, Jorge Merino Garcia, Janet Chang, Ajith Kumar Parlikad
Federated Data Modeling for Built Environment Digital Twins. J. Comput. Civ. Eng. 37 (4) (2023)
Anandarup Mukherjee, Ajith Kumar Parlikad, Duncan C. McFarlane
Ubiquitous Domain Adaptation at the Edge for Vibration-Based Machine Status Monitoring. IEEE Internet Things J. 10 (6, March 15) (2023)
Hang Zhou, Maryam Farsi, Andrew Harrison, Ajith Kumar Parlikad, Alexandra Brintrup
Civil aircraft engine operation life resilient monitoring via usage trajectory mapping on the reliability contour. Reliab. Eng. Syst. Saf. 230 (2023)
Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer F. Rana, Ivona Brandic, Steve Uhlig
AI for next generation computing: Emerging trends and future directions. Internet Things 19 (2022)
Vinod Kumar Chauhan, Mark Bass, Ajith Kumar Parlikad, Alexandra Brintrup
Trolley optimisation: An extension of bin packing to load PCB components. CoRR (2022)
Nicholas J. P. Race, Idris A. Eckley, Ajith Kumar Parlikad, Charalampos Rotsos, Ning Wang, Robert J. Piechocki, Philip Stiles, Arjun Parekh, Trevor Burbridge, Peter Willis, Stephen A. Cassidy
Industry-Academia Research toward Future Network Intelligence: The NG-CDI Prosperity Partnership. IEEE Netw. 36 (1) (2022)
Sanyapong Petchrompo, Anupong Wannakrairot, Ajith Kumar Parlikad
Pruning Pareto optimal solutions for multi-objective portfolio asset management. Eur. J. Oper. Res. 297 (1) (2022)
Sanyapong Petchrompo, David W. Coit, Alexandra Brintrup, Anupong Wannakrairot, Ajith Kumar Parlikad
A review of Pareto pruning methods for multi-objective optimization. Comput. Ind. Eng. 167 (2022)
Hang Zhou, Thiago Augusto Lopes Genez, Alexandra Brintrup, Ajith Kumar Parlikad
A hybrid-learning decomposition algorithm for competing risk identification within fleets of complex engineering systems. Reliab. Eng. Syst. Saf. 217 (2022)
Vinod Kumar Chauhan, Muhannad Alomari, James Arney, Ajith Kumar Parlikad, Alexandra Brintrup
Exploitation of material consolidation trade-offs in a multi-tier complex supply networks. CoRR (2022)
Vinod Kumar Chauhan, Stephen Mak, Ajith Kumar Parlikad, Muhannad Alomari, Linus Casassa, Alexandra Brintrup
Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing. CoRR (2022)
L. A. Bull, Maharshi Harshadbhai Dhada, Olof Steinert, Tony Lindgren, Ajith Kumar Parlikad, Andrew B. Duncan, Mark Girolami
Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning. CoRR (2022)
Asier Erguido, Adolfo Crespo Márquez, Eduardo Castellano, Ajith Kumar Parlikad, Juan Izquierdo
Asset Management Framework and Tools for Facing Challenges in the Adoption of Product-Service Systems. IEEE Trans. Engineering Management 69 (6) (2022)
Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer F. Rana, Ivona Brandic, Steve Uhlig
AI for Next Generation Computing: Emerging Trends and Future Directions. CoRR (2022)
Gregory Hawkridge, Anandarup Mukherjee, Duncan C. McFarlane, Yedige Tlegenov, Ajith Kumar Parlikad, Nicholas J. Reyner, Alan Thorne
Monitoring on a shoestring: Low cost solutions for digital manufacturing. Annu. Rev. Control. 51 (2021)
Manuel Herrera, Yaniv Proselkov, Marco Pérez-Hernández, Ajith Kumar Parlikad
Mining Graph-Fourier Transform Time Series for Anomaly Detection of Internet Traffic at Core and Metro Networks. IEEE Access 9 (2021)
Marco Pérez-Hernández, Duncan C. McFarlane, Ajith Kumar Parlikad, Manuel Herrera, Amit Kumar Jain
Relaxing Platform Dependencies in Agent-Based Control Systems. IEEE Access 9 (2021)
Maharshi Harshadbhai Dhada, Marco Pérez-Hernández, Adrià Salvador Palau, Ajith Kumar Parlikad
Comparison of Agent Deployment Strategies for Collaborative Prognosis. ICPHM (2021)
Jonathan Thomas, Marco Pérez-Hernández, Ajith Kumar Parlikad, Robert J. Piechocki
Network Maintenance Planning Via Multi-Agent Reinforcement Learning. SMC (2021)
Jorge Merino, Xiang Xie, Ajith Kumar Parlikad, Ian Lewis, Duncan C. McFarlane
Impact of Data Quality in Real-Time Big Data Systems. ER Forum/Posters/Demos (2020)
Yaniv Proselkov, Manuel Herrera, Ajith Kumar Parlikad, Alexandra Brintrup
Distributed Dynamic Measures of Criticality for Telecommunication Networks. SOHOMA (2020)
Xiaolin Wang, Hang Zhou, Ajith Kumar Parlikad, Min Xie
Imperfect Preventive Maintenance Policies With Unpunctual Execution. IEEE Trans. Reliab. 69 (4) (2020)
Sanyapong Petchrompo, Hao Li, Asier Erguido, Chris Riches, Ajith Kumar Parlikad
system. Reliab. Eng. Syst. Saf. 200 (2020)
Zhenglin Liang, Ajith Kumar Parlikad
Predictive group maintenance for multi-system multi-component networks. Reliab. Eng. Syst. Saf. 195 (2020)
Gishan Don Ranasinghe, Tony Lindgren, Mark Girolami, Ajith Kumar Parlikad
A Methodology for Prognostics Under the Conditions of Limited Failure Data Availability. IEEE Access 7 (2019)
Adrià Salvador Palau, Maharshi Harshadbhai Dhada, Kshitij Bakliwal, Ajith Kumar Parlikad
An Industrial Multi Agent System for real-time distributed collaborative prognostics. Eng. Appl. Artif. Intell. 85 (2019)
Sanyapong Petchrompo, Ajith Kumar Parlikad
A review of asset management literature on multi-asset systems. Reliab. Eng. Syst. Saf. 181 (2019)
Adrià Salvador Palau, Zhenglin Liang, Daniel Lütgehetmann, Ajith Kumar Parlikad
Collaborative prognostics in Social Asset Networks. Future Gener. Comput. Syst. 92 (2019)
James Heaton, Ajith Kumar Parlikad, Jennifer Schooling
Design and development of BIM models to support operations and maintenance. Comput. Ind. 111 (2019)
Xiang Xie, Ajith Kumar Parlikad, Ramprakash Srinivasan Puri
A Neural Ordinary Differential Equations Based Approach for Demand Forecasting within Power Grid Digital Twins. SmartGridComm (2019)
Qiuchen Lu, Xiang Xie, James Heaton, Ajith Kumar Parlikad, Jennifer Schooling
From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management. SOHOMA (2019)
Gishan Don Ranasinghe, Ajith Kumar Parlikad
Generating Real-valued Failure Data for Prognostics Under the Conditions of Limited Data Availability. ICPHM (2019)
Duncan C. McFarlane, Svetan M. Ratchev, Alan Thorne, Ajith Kumar Parlikad, Lavindra de Silva, Benjamin Schönfuß, Gregory Hawkridge, Germán Terrazas, Yedige Tlegenov
Digital Manufacturing on a Shoestring: Low Cost Digital Solutions for SMEs. SOHOMA (2019)
Adrià Salvador Palau, Maharshi Harshadbhai Dhada, Ajith Kumar Parlikad
Multi-agent system architectures for collaborative prognostics. J. Intell. Manuf. 30 (8) (2019)
Adrià Salvador Palau, Kshitij Bakliwal, Maharshi Harshadbhai Dhada, Tim Pearce, Ajith Kumar Parlikad
Recurrent Neural Networks for real-time distributed collaborative prognostics. ICPHM (2018)
Bin Liu, Zhenglin Liang, Ajith Kumar Parlikad, Min Xie, Way Kuo
Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model. Reliab. Eng. Syst. Saf. 168 (2017)
Zhenglin Liang, Ajith Kumar Parlikad, Rengarajan Srinivasan, Nipat Rasmekomen
On fault propagation in deterioration of multi-component systems. Reliab. Eng. Syst. Saf. 162 (2017)
Nipat Rasmekomen, Ajith Kumar Parlikad
Condition-based maintenance of multi-component systems with degradation state-rate interactions. Reliab. Eng. Syst. Saf. 148 (2016)
Philip Woodall, Alexander Borek, Ajith Kumar Parlikad
Evaluation criteria for information quality research. Int. J. Inf. Qual. 4 (2) (2016)
Zhenglin Liang, Ajith Kumar Parlikad
A Condition-Based Maintenance Model for Assets With Accelerated Deterioration Due to Fault Propagation. IEEE Trans. Reliab. 64 (3) (2015)
Rengarajan Srinivasan, Ajith Kumar Parlikad
Semi-Markov Decision Process With Partial Information for Maintenance Decisions. IEEE Trans. Reliab. 63 (4) (2014)
Alexander Borek, Ajith Kumar Parlikad, Philip Woodall, Maurizio Tomasella
A risk based model for quantifying the impact of information quality. Comput. Ind. 65 (2) (2014)
Jing Gao, Philip Woodall, Andy Koronios, Ajith Kumar Parlikad
Data profiling challenges in engineering asset management data - Conceptual design for next generation data profiling software. ICIQ (2013)
Rengarajan Srinivasan, Ajith Kumar Parlikad
Value of condition monitoring in infrastructure maintenance. Comput. Ind. Eng. 66 (2) (2013)
Philip Woodall, Alexander Borek, Ajith Kumar Parlikad
Data quality assessment: The Hybrid Approach. Inf. Manag. 50 (7) (2013)
Nipat Rasmekomen, Ajith Kumar Parlikad
Maintenance Optimization for Asset Systems With Dependent Performance Degradation. IEEE Trans. Reliab. 62 (2) (2013)
Valeria Klassen, Alexander Borek, Ajith Kumar Parlikad, Robert Kern
Quantifiying the Business Impact of Information Quality - a Risk-Based Approach. ECIS (2012)
Philip Woodall, Andy Koronios, Jing Gao, Ajith Kumar Parlikad, Elaine George
An Investigation into Data Quality Root Cause Analysis. ICIQ (2012)
Philip Woodall, Alexander Borek, Ajith Kumar Parlikad
Customized Data Quality Improvement. ICIQ (2012)
Alexander Borek, Ajith Kumar Parlikad, Markus Helfert, Mouzhi Ge
An Information Oriented Framework for Relating IS/IT Resources and Business Value. ICEIS (4) (2011)
Alexander Borek, Ajith Kumar Parlikad, Philip Woodall
Towards a process for total information risk management. ICIQ (2011)
Alexander Borek, Philip Woodall, Martin A. Oberhofer, Ajith Kumar Parlikad
A classification of data quality assessment methods. ICIQ (2011)
Alexander Borek, Ajith Kumar Parlikad
A process for total information risk management (TIRM) in asset intensive organizations. ICIQ (2011)
Alexander Borek, Markus Helfert, Mouzhi Ge, Ajith Kumar Parlikad
IS/IT Resources and Business Value: Operationalization of an Information Oriented Framework. ICEIS (2011)
Pascal Wichmann, Alexander Borek, Robert Kern, Philip Woodall, Ajith Kumar Parlikad, Gerhard Satzger
Exploring the "Crowd" as enabler of better information quality. ICIQ (2011)
Ajith Kumar Parlikad, Duncan C. McFarlane
Quantifying the impact of AIDC technologies for vehicle component recovery. Comput. Ind. Eng. 59 (2) (2010)
Philip Woodall, Ajith Kumar Parlikad
A hybrid approach to assessing data quality. ICIQ (2010)
Ranjan Panda, Damith Chinthana Ranasinghe, Ajith Kumar Parlikad, Duncan C. McFarlane
A Condition Monitoring Platform Using COTS Wireless Sensor Networks: Lessons and Experience. AINA (2010)
Mohamed-Zied Ouertani, Ajith Kumar Parlikad, Duncan C. McFarlane
Asset information management: research challenges. RCIS (2008)
Mohamed-Zied Ouertani, Ajith Kumar Parlikad, Duncan C. McFarlane
Towards an approach to Select an Asset Information Management Strategy. Int. J. Comput. Sci. Appl. 5 (3b) (2008)
Thomas Kelepouris, Duncan C. McFarlane, Ajith Kumar Parlikad
Developing A Model For Quantifying The Quality And Value Of Tracking Information On Supply Chain Decisions. ICIQ (2007)