☆ 4.7 Article

Solid oxide fuel cells for shipping: A machine learning model for early detection of hazardous system deviations

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Review Thermodynamics

Artificial intelligence and numerical models in hybrid renewable energy systems with fuel cells: Advances and prospects

Amani Al-Othman et al.

Summary: This paper focuses on the application of artificial intelligence in hybrid renewable energy systems, discussing the integration of solar and wind energy with fuel cells, analyzing FC technology and market trends, discussing FC control strategies, and summarizing recent demonstration HRESs.

ENERGY CONVERSION AND MANAGEMENT (2022)

添加到收藏夹

Article Engineering, Environmental

A framework to identify and respond to weak signals of disastrous process incidents based on FRAM and machine learning techniques

Mengxi Yu et al.

Summary: The study discusses the challenges of identifying, observing and responding to weak signals in complex systems, and proposes an effective framework to address these issues. By utilizing various classification models, the relevance of weak signals can be accurately evaluated and corresponding measures can be taken to prevent accidents.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2022)

添加到收藏夹

Article Engineering, Environmental

Detection of faults in subsea pipelines by flow monitoring with regression supervised machine learning

Daniel Eastvedt et al.

Summary: This study examines the relationship between pressure change, velocity change, and temperature of crude oil in a pipeline, and proposes a method using machine learning algorithm to detect faults. The results demonstrate that the machine learning algorithm can successfully identify fault conditions and determine the fault type based on observed patterns. The application of machine learning technology can enable monitoring of subsea pipeline performance and faults, enhancing process safety and protecting the marine environment.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2022)

添加到收藏夹

Article Engineering, Chemical

Aprioristic Integration of Process Operations and Risk Analysis: Definition of the Weighted F&EI-Based Concept and Application to AG2S Technology

Andrea Bassani et al.

Summary: The definition of process operations and risk analysis is necessary in the engineering phases of chemical plants. This study proposes an integrated approach to implement process and risk analysis at the conceptualization stage and compares emerging technologies in terms of intrinsic safety. The Fire & Explosion Index (F&EI) is extended to dynamically assess the impact of optimal operating process conditions on inherent safety.

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH (2022)

添加到收藏夹

Review Thermodynamics

Ammonia as an effective hydrogen carrier and a clean fuel for solid oxide fuel cells

Zhijian Wan et al.

Summary: Ammonia is increasingly recognized as a clean fuel due to its zero-carbon characteristics and high hydrogen content. Research has shown that Ni-based catalysts are considered more cost-effective and sustainable alternatives to Ru-based catalysts for ammonia decomposition. Additionally, feeding SOFCs with pre-decomposed ammonia has been identified as a promising method to mitigate anode degradation and improve cell stability.

ENERGY CONVERSION AND MANAGEMENT (2021)

添加到收藏夹

Article Engineering, Environmental

Prediction of energy consumption and evaluation of affecting factors in a full-scale WWTP using a machine learning approach

Faramarz Bagherzadeh et al.

Summary: This study investigated the impact of various parameters on daily energy consumption of a wastewater treatment plant in East Melbourne from 2014 to 2019. The results showed that total nitrogen, COD, and inflow-flow had the highest impact on energy consumption, and the GBM algorithm had the best performance in predicting energy consumption with a 95% confidence interval of +/- 68 MWh/Day.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2021)

添加到收藏夹

Review Engineering, Environmental

The Delft 1974 and 2019 European Loss Prevention Symposia: Highlights and an impression of process safety evolutionary changes from the 1st to the 16th LPS

Hans J. Pasman et al.

Summary: This paper provides an overview of the evolution of process safety and risk management methods over the past 45 years, while also highlighting some recent contributions and breakthroughs in the field.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2021)

添加到收藏夹

Review Engineering, Environmental

Review and analysis of supervised machine learning algorithms for hazardous events in drilling operations

Augustine Uhunoma Osarogiagbon et al.

Summary: The study investigates the current status of using supervised machine learning in hazardous drilling events, identifying artificial neural network as the most popular algorithm among researchers, with deep learning, random forest and support vector machine gaining momentum in recent use. A critical review of literature on hazardous events and supervised machine learning algorithms reveals insights into their applications, successes, limitations, and impact of input parameters. The review emphasizes the importance of publicly accessible large databases for developing machine learning algorithms to enhance drilling activities.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2021)

添加到收藏夹

Article Green & Sustainable Science & Technology

Resilience Dynamic Assessment Based on Precursor Events: Application to Ship LNG Bunkering Operations

Tomaso Vairo et al.

Summary: This study focuses on developing a resilience framework for assessing the safety of ship LNG bunkering process, using a methodological approach and case study application to demonstrate its effectiveness. By building a dynamic model based on Bayesian inference and MCMC simulations, the approach updates the probability of operational perturbations during LNG bunkering operations and analyzes how much perturbations of systems and subsystems can be absorbed.

SUSTAINABILITY (2021)

添加到收藏夹

Review Physics, Applied

Physics-informed machine learning

George Em Karniadakis et al.

Summary: Physics-informed learning seamlessly integrates data and mathematical models through neural networks or kernel-based regression networks for accurate inference of realistic and high-dimensional multiphysics problems. Challenges remain in incorporating noisy data seamlessly, complex mesh generation, and addressing high-dimensional problems.

NATURE REVIEWS PHYSICS (2021)

添加到收藏夹

Article Chemistry, Physical

Concept risk assessment of a hydrogen driven high speed passenger ferry

Fredrik G. Aarskog et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)

添加到收藏夹

Article Engineering, Chemical

Low rate releases of hazardous light gases under semi-confined geometry: A consequence based approach and case-study application

Emilio Palazzi et al.

JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES (2020)

添加到收藏夹

Article Chemistry, Physical

Proposal and thermodynamic performance study of a novel LNG-fueled SOFC-HAT-CCHP system with near-zero CO2 emissions

Xiaoyu Yang et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)

添加到收藏夹

Article Chemistry, Physical

Distribution of Relaxation Times and Equivalent Circuits Analysis of Ba0.5Sr0.5Co0.8Fe0.2O3-δ

Davide Clematis et al.

CATALYSTS (2019)

添加到收藏夹

Article Thermodynamics

Electrochemical performance of solid oxide fuel cell: Experimental study and calibrated model

Abir Yahya et al.

ENERGY (2018)

添加到收藏夹

Article Engineering, Environmental

Neural network modelling of high pressure CO2 corrosion in pipeline steels

Muhammad Hashim Abbas et al.

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION (2018)

添加到收藏夹

Review Thermodynamics

Ammonia for power

A. Valera-Medina et al.

PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2018)

添加到收藏夹

Review Green & Sustainable Science & Technology

A study on a numerical simulation of the leakage and diffusion of hydrogen in a fuel cell ship

Feng Li et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)

添加到收藏夹

Article Chemistry, Physical

Understanding the electrochemical behaviour of LSM-based SOFC cathodes. Part I - Experimental and electrochemical

M. P. Carpanese et al.

SOLID STATE IONICS (2017)

添加到收藏夹

Review Energy & Fuels

A review on water fault diagnosis of PEMFC associated with the pressure drop

Pucheng Pei et al.

APPLIED ENERGY (2016)

添加到收藏夹

Review Chemistry, Physical

A review of fuel cell systems for maritime applications

L. van Biert et al.

JOURNAL OF POWER SOURCES (2016)

添加到收藏夹

Review Electrochemistry

Review-Materials Degradation of Solid Oxide Electrolysis Cells

Kongfa Chen et al.

JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2016)

添加到收藏夹

Article Engineering, Environmental

Reversible operation of solid oxide cells under electrolysis and fuel cell modes: Experimental study and model validation

Domenico Ferrero et al.

CHEMICAL ENGINEERING JOURNAL (2015)

添加到收藏夹

Article Electrochemistry

Electrochemical Simulation of Planar Solid Oxide Fuel Cells with Detailed Microstructural Modeling

A. Bertei et al.

ELECTROCHIMICA ACTA (2014)

添加到收藏夹

Article Chemistry, Physical

Direct-methane solid oxide fuel cells with hierarchically porous Ni-based anode deposited with nanocatalyst layer

Yu Chen et al.

NANO ENERGY (2014)

添加到收藏夹

Review Chemistry, Physical

A review on non-model based diagnosis methodologies for PEM fuel cell stacks and systems

Z. Zheng et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2013)

添加到收藏夹

Review Chemistry, Physical

A review on model-based diagnosis methodologies for PEMFCs

R. Petrone et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2013)

添加到收藏夹

Article Electrochemistry

Direct Ammonia Alkaline Anion-Exchange Membrane Fuel Cells

Rong Lan et al.

ELECTROCHEMICAL AND SOLID STATE LETTERS (2010)

添加到收藏夹

Article Electrochemistry

Study of Internal and External Leaks in Tests of Anode-Supported SOFCs

J. F. B. Rasmussen et al.

FUEL CELLS (2008)

添加到收藏夹

Article Chemistry, Physical

Direct liquid methanol-fueled solid oxide fuel cell

Mingfei Liu et al.

JOURNAL OF POWER SOURCES (2008)

添加到收藏夹

Article Engineering, Chemical

Numerical study of mass and heat transport in solid-oxide fuel cells running on humidified methane

Vinod M. Janardhanan et al.

CHEMICAL ENGINEERING SCIENCE (2007)

添加到收藏夹

Article Chemistry, Physical

Catalytic steam reforming of methane, methanol, and ethanol over Ni/YSZ: The possible use of these fuels in internal reforming SOFC

N. Laosiripojana et al.

JOURNAL OF POWER SOURCES (2007)

添加到收藏夹

Article Electrochemistry

Fuel composition and diluent effect on gas transport and performance of anode-supported SOFCs

Y Jiang et al.

JOURNAL OF THE ELECTROCHEMICAL SOCIETY (2003)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.