Enrico Zio

Research interests

Publications

• Domain generalization for cross-domain fault diagnosis: An application-oriented perspective and a benchmark study

  Reliability Engineering & System Safety · 2024 · https://doi.org/10.1016/j.ress.2024.109964

• Prognostics and health management: A review from the perspectives of design, development and decision

  Reliability Engineering & System Safety · 2021 · 10.1016/j.ress.2021.108063

• Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice

  Reliability Engineering & System Safety · 2021 · https://doi.org/10.1016/j.ress.2021.108119

• Remaining useful life prediction using multi-scale deep convolutional neural network

  Applied Soft Computing · 2020 · 10.1016/j.asoc.2020.106113

• A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

  Applied Soft Computing · 2020 · https://doi.org/10.1016/j.asoc.2020.106996

• Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture

  IEEE Transactions on Industrial Electronics · 2019 · 10.1109/tie.2019.2924605

• A reinforcement learning framework for optimal operation and maintenance of power grids

  Applied Energy · 2019 · 10.1016/j.apenergy.2019.03.027

• Challenges to IoT-Enabled Predictive Maintenance for Industry 4.0

  IEEE Internet of Things Journal · 2019 · 10.1109/jiot.2019.2957029

• The future of risk assessment

  Reliability Engineering & System Safety · 2018 · 10.1016/j.ress.2018.04.020

• Artificial intelligence for fault diagnosis of rotating machinery: A review

  Mechanical Systems and Signal Processing · 2018 · https://doi.org/10.1016/j.ymssp.2018.02.016

• Some Challenges and Opportunities in Reliability Engineering

  IEEE Transactions on Reliability · 2016 · 10.1109/tr.2016.2591504

• Resilience-Based Component Importance Measures for Critical Infrastructure Network Systems

  IEEE Transactions on Reliability · 2016 · 10.1109/tr.2016.2521761

• Challenges in the vulnerability and risk analysis of critical infrastructures

  Reliability Engineering & System Safety · 2016 · 10.1016/j.ress.2016.02.009

• Condition assessment for the performance degradation of bearing based on a combinatorial feature extraction method

  Digital Signal Processing · 2014 · 10.1016/j.dsp.2013.12.010

• An improved adaptive kriging-based importance technique for sampling multiple failure regions of low probability

  Reliability Engineering & System Safety · 2014 · 10.1016/j.ress.2014.06.023

• Foundational Issues in Risk Assessment and Risk Management

  Risk Analysis · 2013 · 10.1111/risa.12132

• Reinforcement learning for microgrid energy management

  Energy · 2013 · 10.1016/j.energy.2013.05.060

• The Monte Carlo Simulation Method for System Reliability and Risk Analysis

  Springer series in reliability engineering · 2012 · 10.1007/978-1-4471-4588-2

• Failure and reliability prediction by support vector machines regression of time series data

  Reliability Engineering & System Safety · 2011 · 10.1016/j.ress.2011.06.006

• Some considerations on the treatment of uncertainties in risk assessment for practical decision making

  Reliability Engineering & System Safety · 2010 · 10.1016/j.ress.2010.06.001

• A data-driven fuzzy approach for predicting the remaining useful life in dynamic failure scenarios of a nuclear system

  Reliability Engineering & System Safety · 2009 · 10.1016/j.ress.2009.08.001

• Reliability engineering: Old problems and new challenges

  Reliability Engineering & System Safety · 2008 · https://doi.org/10.1016/j.ress.2008.06.002

• Condition-based maintenance optimization by means of genetic algorithms and Monte Carlo simulation

  Reliability Engineering & System Safety · 2002 · 10.1016/s0951-8320(02)00043-1

• Multiobjective optimization by genetic algorithms: application to safety systems

  Reliability Engineering & System Safety · 2001 · 10.1016/s0951-8320(00)00109-5

• Optimizing maintenance and repair policies via a combination of genetic algorithms and Monte Carlo simulation

  Reliability Engineering & System Safety · 2000 · 10.1016/s0951-8320(00)00007-7

Current projects

No projects listed.