https://www.sciencedirect.com/search?qs=train%20energy&pub=Engineering%20Applications%20of%20Artificial%20Intelligence&cid=271095

1 Aims and scope 目标和范围

The International Journal of Intelligent Real-Time Automation

国际智能实时自动化杂志

A journal of IFAC, the International Federation of Automatic Control

IFAC（国际自动控制联合会）期刊

Artificial Intelligence (AI) is playing a major role in the fourth industrial revolution and we are seeing a lot of evolution in various machine learning methodologies. AI techniques are widely used by the practicing engineer to solve a whole range of hitherto intractable problems. This journal provides an international forum for rapid publication of work describing the practical application of AI methods in all branches of engineering. Submitted papers should report some novel aspects of AI used for a real world engineering application and also validated using some public data sets for easy replicability of the research results.

人工智能 （AI） 在第四次工业革命中发挥着重要作用，我们看到各种机器学习方法发生了大量变化。人工智能技术被执业工程师广泛使用，以解决迄今为止难以解决的问题。该杂志提供了一个国际论坛，可以快速发表描述人工智能方法在所有工程分支中实际应用的工作。提交的论文应报告用于现实世界工程应用的人工智能的一些新方面，并使用一些公共数据集进行验证，以便于研究结果的可复制性。

Papers which do not respect the 4 following conditions will be desk-rejected without being sent to reviewers:

不符合以下 4 个条件的论文将被驳回，而不会发送给审稿人：

• Papers on new metaphor-based metaheuristics are very rarely accepted by EAAI (see details on this in the guide online).

• 关于新的基于隐喻的元启发式的论文很少被EAAI接受（详见在线指南）。

• The abstract should clearly specify which is the contribution in AI and which is the application in engineering.

• 摘要应明确说明哪些是人工智能的贡献，哪些是工程中的应用。

• The use of undefined acronyms in the title and in the abstract is forbidden.

• 禁止在标题和摘要中使用未定义的首字母缩略词。

• The papers must be formatted in single-column format.

• 论文必须采用单栏格式。

Focal points of the journal include, but are not limited to innovative applications of:

该杂志的重点包括但不限于以下方面的创新应用：

Internet–of–things and cyber-physical systems

物联网和信息物理系统

Intelligent transportation systems & smart vehicles

智能交通系统和智能汽车

Big data analytics, understanding complex networks

大数据分析，了解复杂网络

Neural networks, fuzzy systems, neuro-fuzzy systems

神经网络、模糊系统、神经模糊系统

Deep learning and real world applications

深度学习和实际应用

Self-organizing, emerging or bio-inspired system

自组织、新兴或仿生系统

Global optimization, Meta-heuristics and their applications: Evolutionary Algorithms, swarm intelligence, nature and biologically inspired meta-heuristics, etc.

全局优化、元启发式及其应用：进化算法、群体智能、自然和生物启发的元启发式等。

Architectures, algorithms and techniques for distributed AI systems, including multi-agent based control and holonic control

分布式人工智能系统的架构、算法和技术，包括基于多智能体的控制和全息控制

Decision-support systems

决策支持系统

Aspects of reasoning: abductive, case-based, model-based, non-monotonic, incomplete, progressive and approximate reasoning

推理方面：演绎推理、基于案例、基于模型、非单调、不完整、渐进和近似推理

Applications of chaos theory and fractals

混沌理论和分形的应用

Real-time intelligent automation, and their associated supporting methodologies and techniques, including control theory and industrial informatics

实时智能自动化及其相关的支持方法和技术，包括控制理论和工业信息学

Knowledge processing, knowledge elicitation and acquisition, knowledge representation, knowledge compaction, knowledge bases, expert systems

知识处理、知识获取和获取、知识表示、知识压缩、知识库、专家系统

Perception, e.g. image processing, pattern recognition, vision systems, tactile systems, speech recognition and synthesis

感知，例如图像处理、模式识别、视觉系统、触觉系统、语音识别和合成

Aspects of software engineering, e.g. intelligent programming environments, verification and validation of AI-based software, software and hardware architectures for the real-time use of AI techniques, safety and reliability

软件工程的各个方面，例如智能编程环境、基于人工智能的软件的验证和确认、实时使用人工智能技术的软件和硬件架构、安全性和可靠性

Intelligent fault detection, fault analysis, diagnostics and monitoring

智能故障检测、故障分析、诊断和监控

Industrial experiences in the application of the above techniques, e.g. case studies or benchmarking exercises

应用上述技术的行业经验，例如案例研究或基准测试练习

Robotics 机器人

Engineering Applications of Artificial Intelligence

人工智能的工程应用 publishes: 出版：

Survey papers/tutorials 调查论文/教程

Contributed papers — detailed expositions of new research or applications

贡献的论文——对新研究或应用的详细阐述

Case studies or software reviews — evaluative and descriptive reviews of existing available AI software systems, discussing the experience gained and lessons learnt from using or developing AI systems for engineering applications

案例研究或软件审查 — 对现有可用的人工智能软件系统进行评估和描述性审查，讨论从使用或开发用于工程应用的人工智能系统中获得的经验和教训

IFAC EAAI Forum — problems arising from engineering practice, needing to be solved by somebody; solutions to problems discussed in this forum or elsewhere; critiques of a position or claim found in the literature

IFAC EAAI论坛 — 工程实践中出现的问题，需要有人解决;本论坛或其他地方讨论的问题的解决方案;对文献中的立场或主张的批评

The Editors of Engineering Applications of Artificial Intelligence wish to inform authors that this journal will not publish papers that propose “novel” metaphor-based metaheuristics, unless the authors:

《人工智能工程应用》的编辑希望告知作者，本期刊不会发表提出基于隐喻的“新颖”元启发式的论文，除非作者：

present their method using the normal, standard optimization terminology;

使用正常的标准优化术语介绍他们的方法;

show that the new method brings useful and novel concepts to the field;

表明新方法为该领域带来了有用和新颖的概念;

motivate the use of the metaphor on a sound, scientific basis;

在合理、科学的基础上激励使用隐喻;

present a fair comparison with other state-of-the-art methods using state-of-the-art practices for benchmarking algorithms.

使用最先进的算法实践，与其他最先进的方法进行公平的比较。

For more details on the International Federation of Automatic Control (IFAC), visit their home page at http://www.ifac-control.org

有关国际自动控制联合会 （IFAC） 的更多详细信息，请访问其主页 http://www.ifac-control.org

Software publication 软件出版物

We invite you to convert your open source software into an additional journal publication in Software Impacts, a multi-disciplinary open access journal. Software Impacts provides a scholarly reference to software that has been used to address a research challenge. The journal disseminates impactful and re-usable scientific software through Original Software Publications which describe the application of the software to research and the published outputs.

我们邀请您将您的开源软件转换为多学科开放获取期刊 Software Impacts 的附加期刊出版物。Software Impacts为用于解决研究挑战的软件提供了学术参考。该杂志通过原始软件出版物传播有影响力和可重用的科学软件，这些出版物描述了软件在研究中的应用和已发表的成果。

For more information contact us at: software.impacts@elsevier.com

欲了解更多信息，请联系我们： software.impacts@elsevier.com

2 Guide for authors 作者指南

Your Paper Your Way

您的论文以您的方式

We now differentiate between the requirements for new and revised submissions. You may choose to submit your manuscript as a single Word or PDF file to be used in the refereeing process. Only when your paper is at the revision stage, will you be requested to put your paper in to a ‘correct format’ for acceptance and provide the items required for the publication of your article.

我们现在区分了新提交和修订提交的要求。您可以选择将您的稿件作为单个 Word 或 PDF 文件提交，以便在审稿过程中使用。只有当你的论文处于修改阶段时，你才会被要求把你的论文放在一个“正确的格式”上，以便被接受，并提供你的文章发表所需的项目。

To find out more, please visit the Preparation section below.

要了解更多信息，请访问下面的“准备”部分。

Introduction 介绍

A journal of IFAC, the International Federation of Automatic Control

IFAC（国际自动控制联合会）期刊

Artificial Intelligence (AI) techniques are now being used by the practicing engineer to solve a whole range of hitherto intractable problems. This journal provides an international forum for rapid publication of work describing the practical application of AI methods in all branches of engineering.

人工智能 （AI） 技术现在正被执业工程师用于解决一系列迄今为止难以解决的问题。该杂志提供了一个国际论坛，可以快速发表描述人工智能方法在所有工程分支中实际应用的工作。

Focal points of the journal include, but are not limited to innovative applications of:

该杂志的重点包括但不限于以下方面的创新应用：

• Real-time intelligent automation, and their associated supporting methodologies and techniques, including control theory and industrial informatics,

• 实时智能自动化及其相关的支持方法和技术，包括控制理论和工业信息学，

• Architectures, algorithms and techniques for distributed AI systems, including multi-agent based control and holonic control,

• 分布式人工智能系统的架构、算法和技术，包括基于多智能体的控制和全息控制，

• Decision-support systems,

• 决策支持系统，

• Aspects of reasoning: abductive, case-based, model-based, non-monotonic, incomplete, progressive and approximate reasoning,

• 推理方面：演绎推理、基于案例、基于模型、非单调、不完全、渐进和近似推理，

• Applications of chaos theory and fractals,

• 混沌理论和分形的应用，

• Metaheuristics and their applications in intelligent automation: Genetic Algorithms, Ant Colony Optimization, Particle Swarm Optimization, etc.,

• 元启发式及其在智能自动化中的应用：遗传算法、蚁群优化、粒子群优化等

• Knowledge processing, knowledge elicitation and acquisition, knowledge representation, knowledge compaction, knowledge bases, expert systems,

• 知识处理、知识获取和获取、知识表示、知识压缩、知识库、专家系统、

• Neural networks, fuzzy systems, neuro-fuzzy systems,

• 神经网络、模糊系统、神经模糊系统、

• Perception, e.g. image processing, pattern recognition, vision systems, tactile systems, speech recognition and synthesis,

• 感知，例如图像处理、模式识别、视觉系统、触觉系统、语音识别和合成，

• Aspects of software engineering, e.g. intelligent programming environments, verification and validation of AI-based software, software and hardware architectures for the real-time use of AI techniques, safety and reliability,

• 软件工程方面，例如智能编程环境、基于人工智能的软件的验证和确认、实时使用人工智能技术的软件和硬件架构、安全性和可靠性，

• Intelligent fault detection, fault analysis, diagnostics and monitoring,

• 智能故障检测、故障分析、诊断和监控

• Self-organizing, emerging or bio-inspired system,

• 自组织、新兴或仿生系统，

• Industrial experiences in the application of the above techniques, e.g. case studies or benchmarking exercises.

• 应用上述技术的行业经验，例如案例研究或基准测试练习。

Engineering Applications of Artificial Intelligence publishes:

《人工智能的工程应用》发表：

• Survey papers/tutorials.

• 调查论文/教程。

• Contributed papers — detailed expositions of new research or applications.

• 贡献的论文——对新研究或应用的详细阐述。

• Case studies or software reviews — evaluative and descriptive reviews of existing available AI software systems, discussing the experience gained and lessons learnt from using or developing AI systems for engineering applications.

• 案例研究或软件审查——对现有人工智能软件系统进行评价性和描述性审查，讨论从使用或开发用于工程应用的人工智能系统中获得的经验和教训。

• IFAC EAAI Forum — problems arising from engineering practice, needing to be solved by somebody; solutions to problems discussed in this forum or elsewhere; critiques of a position or claim found in the literature.

• IFAC EAAI论坛——工程实践中产生的问题，需要有人解决;本论坛或其他地方讨论的问题的解决方案;对文献中的立场或主张的批评。

For more details on the International Federation of Automatic Control (IFAC), visit their home page at http://www.ifac-control.org

有关国际自动控制联合会 （IFAC） 的更多详细信息，请访问其主页 http://www.ifac-control.org

Types of paper 纸张类型

Engineering Applications of Artificial Intelligence

人工智能的工程应用 publishes 出版

• Survey papers/tutorials.

• 调查论文/教程。

• Contributed papers - detailed expositions of new research or applications.

• 贡献的论文 - 对新研究或应用的详细阐述。

• Case studies or software reviews - evaluative and descriptive reviews of existing available AI software systems, discussing the experience gained and lessons learnt from using or developing AI systems for engineering applications.

• 案例研究或软件审查 - 对现有可用的人工智能软件系统进行评价性和描述性审查，讨论从使用或开发用于工程应用的人工智能系统中获得的经验和教训。

•IFAC EAAI Forum - problems arising from engineering practice, needing to be solved by somebody; solutions to problems discussed in this forum or elsewhere; critiques of a position or claim found in the literature.

•IFAC EAAI论坛 - 工程实践中出现的问题，需要有人解决;本论坛或其他地方讨论的问题的解决方案;对文献中的立场或主张的批评。

Software co-submission 软件共同提交

This journal encourages and enables you to share software that supports your research publication where appropriate, and enables you to interlink the software and data with your published article. You have the option to convert your open source software into an additional journal publication in Software Impacts, a multi-disciplinary open access journal that provides a scholarly reference to software that has been used to address a research challenge. It ensures that your software is actively reviewed, curated, formatted, indexed, given a DOI and publicly available to all upon publication. You are encouraged to submit your article to Software Impacts as an additional item If your research article is accepted. Please note an open access fee of 250 USD is payable for publication in Software Impacts. Full details can be found on the Software Impacts guide for authors. Please use this template to write your Software Impacts article.

该期刊鼓励并使您能够在适当的情况下共享支持您的研究出版物的软件，并使您能够将软件和数据与您发表的文章相互链接。您可以选择将您的开源软件转换为Software Impacts中的其他期刊出版物，Software Impacts是一本多学科的开放获取期刊，为用于解决研究挑战的软件提供学术参考。它确保您的软件得到积极审查、策划、格式化、索引、赋予 DOI 并在发布时向所有人公开。如果您的研究文章被接受，我们鼓励您将您的文章作为附加项目提交给 Software Impacts。请注意，在Software Impacts上发表需要支付250美元的开放获取费。完整的详细信息可以在作者的软件影响指南中找到。请使用此模板撰写您的软件影响文章。

Papers from IFAC technical meetings

国际会计师联合会技术会议的文件

Papers submitted to IFAC journals with prior publication in any copyrighted conference proceedings must be substantially different from the conference publication. Authors should indicate in the cover letter in detail how the journal paper differs from the relevant conference paper or papers. In particular, the additional original contribution in the journal paper has to be pointed out explicitly. In the journal paper, the conference paper has to be cited and discussed as any other paper in the list of references.

提交给IFAC期刊的论文，如果先前在任何受版权保护的会议论文集中发表过，则必须与会议出版物有实质性差异。作者应在投稿信中详细说明期刊论文与相关会议论文的区别。特别是，必须明确指出期刊论文中的额外原创贡献。在期刊论文中，会议论文必须像参考文献列表中的任何其他论文一样被引用和讨论。

Submission checklist 提交清单

You can use this list to carry out a final check of your submission before you send it to the journal for review. Please check the relevant section in this Guide for Authors for more details.

您可以使用此列表对您的投稿进行最终检查，然后再将其发送给期刊进行审核。请查看本作者指南中的相关部分，了解更多详情。

Papers which do not respect the 4 following conditions will be desk-rejected without being sent to reviewers:

不符合以下 4 个条件的论文将被驳回，而不会发送给审稿人：

• Papers on new metaphor-based metaheuristics are very rarely accepted by EAAI (see details on this in the guide online).

• 关于新的基于隐喻的元启发式的论文很少被EAAI接受（详见在线指南）。

• The abstract should clearly specify which is the contribution in AI and which is the application in engineering.

• 摘要应明确说明哪些是人工智能的贡献，哪些是工程中的应用。

• The use of undefined acronyms in the title and in the abstract is forbidden.

• 禁止在标题和摘要中使用未定义的首字母缩略词。

• The papers must be formatted in single-column format.

• 论文必须采用单栏格式。

Ensure that the following items are present:

确保存在以下项目：

One author has been designated as the corresponding author with contact details:

一位作者被指定为通讯作者，联系方式如下：

• E-mail address • 电子邮件地址

• Full postal address

• 完整的邮寄地址

All necessary files have been uploaded:

所有必要的文件都已上传：

Manuscript: 手稿：

• Include keywords • 包括关键字

• All figures (include relevant captions)

• 所有图表（包括相关标题）

• All tables (including titles, description, footnotes)

• 所有表格（包括标题、描述、脚注）

• Ensure all figure and table citations in the text match the files provided

• 确保文本中的所有图形和表格引用都与提供的文件匹配

• Indicate clearly if color should be used for any figures in print

• 清楚地指出是否应将颜色用于打印中的任何图形

Graphical Abstracts / Highlights files (where applicable)

图形摘要/突出显示文件（如适用）

Supplemental files (where applicable)

补充文件（如适用）

Further considerations 其他注意事项

• Manuscript has been ‘spell checked’ and ‘grammar checked’

• 稿件已“拼写检查”和“语法检查”

• All references mentioned in the Reference List are cited in the text, and vice versa

• 参考文献列表中提到的所有参考文献均在正文中引用，反之亦然

• Permission has been obtained for use of copyrighted material from other sources (including the Internet)

• 已获得使用来自其他来源（包括互联网）的受版权保护材料的许可

• A competing interests statement is provided, even if the authors have no competing interests to declare

• 即使作者没有要声明的竞争利益，也要提供竞争利益声明

• Journal policies detailed in this guide have been reviewed

• 本指南中详述的期刊政策已经过审查

• Referee suggestions and contact details provided, based on journal requirements

• 根据期刊要求提供推荐建议和联系方式

• Main article file size is strictly limited to max 50MB

• 主文章文件大小严格限制在最大 50MB

For further information, visit our Support Center.

有关更多信息，请访问我们的支持中心。

Before you begin 准备工作

Ethics in publishing 出版伦理

Please see our information on Ethics in publishing.

请参阅我们关于