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Luca Pinciroli

Maintenance optimization in industry 4.0
2023 · Luca Pinciroli, Piero Baraldi, et al. · Reliability Engineering & System Safety · 209
Optimization of the Operation and Maintenance of renewable energy systems by Deep Reinforcement Learning
2021 · Luca Pinciroli, Piero Baraldi, et al. · Renewable Energy · 91
Optimal operation and maintenance of energy storage systems in grid-connected microgrids by deep reinforcement learning
2023 · Luca Pinciroli, Piero Baraldi, et al. · Applied Energy · 45
Deep Reinforcement Learning Based on Proximal Policy Optimization for the Maintenance of a Wind Farm with Multiple Crews
2021 · Luca Pinciroli, Piero Baraldi, et al. · Energies · 44
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A general model for life-cycle cost analysis of Condition-Based Maintenance enabled by PHM capabilities
2022 · Michele Compare, Federico Antonello, et al. · Reliability Engineering & System Safety · 40
A semi-supervised method for the characterization of degradation of nuclear power plants steam generators
2020 · Luca Pinciroli, Piero Baraldi, et al. · Progress in Nuclear Energy · 12
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Risk assessment for modern industry
2025 · Luca Pinciroli, Seyed Ali Hosseini, et al. · Reliability Engineering & System Safety · 8
Agent-based Modeling and Reinforcement Learning for Optimizing Energy Systems Operation and Maintenance: The Pathmind Solution
2020 · Luca Pinciroli, Piero Baraldi, et al. · European Safety and Reliability Conference (ESREL) · 8
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Deep Reinforcement Learning for Optimizing Operation and Maintenance of Energy Systems Equipped with PHM Capabilities
2020 · Luca Pinciroli, Piero Baraldi, et al. · European Safety and Reliability Conference (ESREL) · 8
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Optimal Prescriptive Maintenance of Nuclear Power Plants by Deep Reinforcement Learning
2022 · Zhaojun Hao, Francesco Di Maio, et al. · European Safety and Reliability Conference (ESREL) · 6
Graph Neural Networks for Anomaly Detection in Wind Turbines
2025 · Luca Pinciroli, Piero Baraldi, et al. · European Safety and Reliability Conference (ESREL) · 2
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An Unsupervised Method for the Reconstruction of Maintenance Intervention Times
2019 · Luca Pinciroli, Piero Baraldi, et al. · European Safety and Reliability Conference (ESREL) · 2
Early anomaly detection in wind Turbines by Causality-based graph attention networks
2026 · Luca Pinciroli, Piero Baraldi, et al. · Mechanical Systems and Signal Processing · 1
Optimal Drilling Scheduling in Field Development Planning by Deep Reinforcement Learning
2025 · Nicolás Javier Cárdenas Pantoja, Adam Abdin, et al. · SPE Reservoir Simulation Conference · 1
Gaussian Fields for Predicting Drift of Oil and Gas Pipes
2021 · Luca Pinciroli, Michele Compare, et al. · Journal of Pipeline Systems Engineering and Practice · 1
Development of unsupervised and semi-supervised clustering-based methods for degradation assessment of nuclear power plant steam generators
2018 · Luca Pinciroli · 1
Integrating Petri net heuristics within MILP for optimizing energy-efficient scheduling of flexible manufacturing systems
2026 · Mei Chen, Luca Pinciroli, et al. · The International Journal of Advanced Manufacturing Technology
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Safe and Tight Horizon Bounds for Time-Indexed Mixed Integer Linear Programming Apply to Energy-Efficient Scheduling of Flexible Manufacturing Systems
2026 · Mei Chen, Luca Pinciroli, et al. · SSRN Electronic Journal
Deep Reinforcement Learning for Strategic Asset Management in Oil & Gas Recovery Projects
2024 · Nicolás Cárdenas Pantoja, Adam Abdin, et al. · International Conference on System Reliability and Safety (ICSRS)
A Novel Degradation State Indicator for Steam Generators of Nuclear Power Plants
2020 · Luca Pinciroli, Piero Baraldi, et al. · European Safety and Reliability Conference (ESREL)
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Works count: 20
Citation count: 479
H-index: 8
I10-index: 6
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