Ajith Kumar Parlikad

Orcid: 0000-0001-6214-1739

Affiliations:
  • University of Cambridge, Department of Engineering, UK


According to our database1, Ajith Kumar Parlikad authored at least 71 papers between 2007 and 2024.

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Bibliography

2024
Multi-Agent Learning of Asset Maintenance Plans through Localised Subnetworks.
Eng. Appl. Artif. Intell., January, 2024

Modern Computing: Vision and Challenges.
CoRR, 2024

2023
Dynamic fleet maintenance management model applied to rolling stock.
Reliab. Eng. Syst. Saf., December, 2023

Federated Data Modeling for Built Environment Digital Twins.
J. Comput. Civ. Eng., July, 2023

Performance assessment of a communication infrastructure with redundant topology: A complex network approach.
Comput. Networks, June, 2023

Weibull recurrent neural networks for failure prognosis using histogram data.
Neural Comput. Appl., February, 2023

IoT and Fog-Computing-Based Predictive Maintenance Model for Effective Asset Management in Industry 4.0 Using Machine Learning.
IEEE Internet Things J., February, 2023

Real-time large-scale supplier order assignments across two-tiers of a supply chain with penalty and dual-sourcing.
Comput. Ind. Eng., February, 2023

Civil aircraft engine operation life resilient monitoring via usage trajectory mapping on the reliability contour.
Reliab. Eng. Syst. Saf., 2023

Ubiquitous Domain Adaptation at the Edge for Vibration-Based Machine Status Monitoring.
IEEE Internet Things J., 2023

HealthFaaS: AI-Based Smart Healthcare System for Heart Patients Using Serverless Computing.
IEEE Internet Things J., 2023

Transformative Effects of ChatGPT on Modern Education: Emerging Era of AI Chatbots.
CoRR, 2023

Hierarchical Bayesian modeling for knowledge transfer across engineering fleets via multitask learning.
Comput. Aided Civ. Infrastructure Eng., 2023

A Simulation Model and Dashboard for Predicting Covid-19 Bed Requirements.
Proceedings of the Winter Simulation Conference, 2023

2022
Asset Management Framework and Tools for Facing Challenges in the Adoption of Product-Service Systems.
IEEE Trans. Engineering Management, 2022

A hybrid-learning decomposition algorithm for competing risk identification within fleets of complex engineering systems.
Reliab. Eng. Syst. Saf., 2022

Industry-Academia Research toward Future Network Intelligence: The NG-CDI Prosperity Partnership.
IEEE Netw., 2022

AI for next generation computing: Emerging trends and future directions.
Internet Things, 2022

Pruning Pareto optimal solutions for multi-objective portfolio asset management.
Eur. J. Oper. Res., 2022

Exploitation of material consolidation trade-offs in a multi-tier complex supply networks.
CoRR, 2022

Trolley optimisation: An extension of bin packing to load PCB components.
CoRR, 2022

Knowledge Transfer in Engineering Fleets: Hierarchical Bayesian Modelling for Multi-Task Learning.
CoRR, 2022

A review of Pareto pruning methods for multi-objective optimization.
Comput. Ind. Eng., 2022

2021
Monitoring on a shoestring: Low cost solutions for digital manufacturing.
Annu. Rev. Control., 2021

Relaxing Platform Dependencies in Agent-Based Control Systems.
IEEE Access, 2021

Mining Graph-Fourier Transform Time Series for Anomaly Detection of Internet Traffic at Core and Metro Networks.
IEEE Access, 2021

Network Maintenance Planning Via Multi-Agent Reinforcement Learning.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Comparison of Agent Deployment Strategies for Collaborative Prognosis.
Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020
Imperfect Preventive Maintenance Policies With Unpunctual Execution.
IEEE Trans. Reliab., 2020

A value-based approach to optimizing long-term maintenance plans for a multi-asset <i>k</i>-out-of-<i>N</i> system.
Reliab. Eng. Syst. Saf., 2020

Predictive group maintenance for multi-system multi-component networks.
Reliab. Eng. Syst. Saf., 2020

Distributed Dynamic Measures of Criticality for Telecommunication Networks.
Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2020

Impact of Data Quality in Real-Time Big Data Systems.
Proceedings of the ER Forum, 2020

2019
A review of asset management literature on multi-asset systems.
Reliab. Eng. Syst. Saf., 2019

Multi-agent system architectures for collaborative prognostics.
J. Intell. Manuf., 2019

Collaborative prognostics in Social Asset Networks.
Future Gener. Comput. Syst., 2019

An Industrial Multi Agent System for real-time distributed collaborative prognostics.
Eng. Appl. Artif. Intell., 2019

Design and development of BIM models to support operations and maintenance.
Comput. Ind., 2019

A Methodology for Prognostics Under the Conditions of Limited Failure Data Availability.
IEEE Access, 2019

Digital Manufacturing on a Shoestring: Low Cost Digital Solutions for SMEs.
Proceedings of the 9th Workshop on Service Oriented, 2019

From BIM Towards Digital Twin: Strategy and Future Development for Smart Asset Management.
Proceedings of the 9th Workshop on Service Oriented, 2019

A Neural Ordinary Differential Equations Based Approach for Demand Forecasting within Power Grid Digital Twins.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Generating Real-valued Failure Data for Prognostics Under the Conditions of Limited Data Availability.
Proceedings of the 2019 IEEE International Conference on Prognostics and Health Management, 2019

2018
Recurrent Neural Networks for real-time distributed collaborative prognostics.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

2017
Condition-based maintenance for systems with aging and cumulative damage based on proportional hazards model.
Reliab. Eng. Syst. Saf., 2017

On fault propagation in deterioration of multi-component systems.
Reliab. Eng. Syst. Saf., 2017

2016
Condition-based maintenance of multi-component systems with degradation state-rate interactions.
Reliab. Eng. Syst. Saf., 2016

Evaluation criteria for information quality research.
Int. J. Inf. Qual., 2016

2015
A Condition-Based Maintenance Model for Assets With Accelerated Deterioration Due to Fault Propagation.
IEEE Trans. Reliab., 2015

2014
Semi-Markov Decision Process With Partial Information for Maintenance Decisions.
IEEE Trans. Reliab., 2014

A risk based model for quantifying the impact of information quality.
Comput. Ind., 2014

2013
A Framework for Distributed Intelligent Automation Systems Developments.
Proceedings of the Service Orientation in Holonic and Multi Agent Manufacturing and Robotics, 2013

Maintenance Optimization for Asset Systems With Dependent Performance Degradation.
IEEE Trans. Reliab., 2013

Data quality assessment: The Hybrid Approach.
Inf. Manag., 2013

Value of condition monitoring in infrastructure maintenance.
Comput. Ind. Eng., 2013

Data profiling challenges in engineering asset management data - Conceptual design for next generation data profiling software.
Proceedings of the 18th International Conference on Information Quality, 2013

2012
An Investigation into Data Quality Root Cause Analysis.
Proceedings of the 17th International Conference on Information Quality, 2012

Customized Data Quality Improvement.
Proceedings of the 17th International Conference on Information Quality, 2012

Quantifiying the Business Impact of Information Quality - a Risk-Based Approach.
Proceedings of the 20th European Conference on Information Systems, 2012

2011
Exploring the "Crowd" as enabler of better information quality.
Proceedings of the 16th International Conference on Information Quality, 2011

A classification of data quality assessment methods.
Proceedings of the 16th International Conference on Information Quality, 2011

Towards a process for total information risk management.
Proceedings of the 16th International Conference on Information Quality, 2011

A process for total information risk management (TIRM) in asset intensive organizations.
Proceedings of the 16th International Conference on Information Quality, 2011

An Information Oriented Framework for Relating IS/IT Resources and Business Value.
Proceedings of the ICEIS 2011, 2011

IS/IT Resources and Business Value: Operationalization of an Information Oriented Framework.
Proceedings of the Enterprise Information Systems - 13th International Conference, 2011

2010
Quantifying the impact of AIDC technologies for vehicle component recovery.
Comput. Ind. Eng., 2010

A hybrid approach to assessing data quality.
Proceedings of the 15th International Conference on Information Quality, 2010

A Condition Monitoring Platform Using COTS Wireless Sensor Networks: Lessons and Experience.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

2008
Towards an approach to Select an Asset Information Management Strategy.
Int. J. Comput. Sci. Appl., 2008

Asset information management: research challenges.
Proceedings of the IEEE International Conference on Research Challenges in Information Science, 2008

2007
Developing A Model For Quantifying The Quality And Value Of Tracking Information On Supply Chain Decisions.
Proceedings of the 12th International Conference on Information Quality, 2007


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