Nikolaos Nikolakis - Publications, H-index & Citations

Nikolaos Nikolakis

university of patras

19H指数

82论文数

1.7K被引数

收录论文 13

发表时间

Knowledge-Graph-Enabled Product Digital Twin for State-Conditioned Recovery in Resilient Manufacturing-as-a-Service 知识图谱赋能的产品数字孪生用于韧性制造即服务中的状态条件恢复

Future Internet

IF3.6

2026-09-24

OAAI

Nikolaos Nikolakis; Paolo Catti

A Synthetic Data Generation Framework for the Development of Computer Vision Applications in Manufacturing 面向制造业中计算机视觉应用开发的合成数据生成框架

Applied Sciences-Basel

IF2.5

2026-04-30

PREAI

Alexopoulos, Kosmas; Manettas, Christos; Tsikos, Dimitrios; Nikolakis, Nikolaos

On a Hybrid CNN-Driven Pipeline for 3D Defect Localisation in the Inspection of EV Battery Modules 一种用于电动汽车电池模块检测中3D缺陷定位的混合CNN驱动流水线

Sensors

IF3.5

2026-03-04

OAAI

Paolo Catti; Luca Fabbro; Nikolaos Nikolakis

Real-Time Concrete Workability Estimation in Transit via an IoT-Enabled Cyber-Physical System 通过物联网赋能的赛博物理系统进行运输过程中的实时混凝土工作性能估计

Electronics 2025, Vol. 14, Page 3289

IF2.6

2025-08-24

PREAI

Paolo Catti; Nikolaos Nikolakis; Michalis Ntoulmperis; Vaggelis Lakkas-Pyknis; Kosmas Alexopoulos

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders

SENSORS

IF3.5

2024-05-18

OAAI

Bampoula, Xanthi; Nikolakis, Nikolaos; Alexopoulos, Kosmas

A methodology to assess circular economy strategies for sustainable manufacturing using process eco-efficiency

JOURNAL OF CLEANER PRODUCTION

IF10

2024-03-01

OAAI

Nikolakis, Nikolaos; Catti, Paolo; Chaloulos, Alexis; Kamp, Wilhelm van de; Coy, Mildred Puerto; Alexopoulos, Kosmas

The MAS4AI framework for human-centered agile and smart manufacturing 以人为中心的敏捷和智能制造的MAS4AI框架

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2023-09-28

OAAI

Sidorenko, Aleksandr; Motsch, William; van Bekkum, Michael; Nikolakis, Nikolaos; Alexopoulos, Kosmas; Wagner, Achim

A quantitative approach to resilience in manufacturing systems

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

IF7.3

2022-01-02

OAAI

Alexopoulos, Kosmas; Anagiannis, Ioannis; Nikolakis, Nikolaos; Chryssolouris, George

A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders 使用LSTM自动编码器在网络物理生产系统中进行预测性维护的深度学习模型

SENSORS

IF3.5

2021-02-01

OAAI

Bampoula, Xanthi; Siaterlis, Georgios; Nikolakis, Nikolaos; Alexopoulos, Kosmas

On a containerized approach for the dynamic planning and control of a cyber - physical production system

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2020-08-01

OAAI

Nikolakis, Nikolaos; Senington, Richard; Sipsas, Konstantinos; Syberfeldt, Anna; Makris, Sotiris

Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2020-04-08

155

PREAI

Alexopoulos, Kosmas; Nikolakis, Nikolaos; Chryssolouris, George

A cyber physical system (CPS) approach for safe human-robot collaboration in a shared workplace 在共享工作场所中安全的人机协作的网络物理系统 (CPS) 方法

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2019-04-01

146

PREAI

Nikolakis, Nikolaos; Maratos, Vasilis; Makris, Sotiris

The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor 数字孪生实现将基于人类的生产任务的虚拟表示与工厂车间的物理对应项联系起来

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2018-10-11

139

OAAI

Nikolakis, Nikolaos; Alexopoulos, Kosmas; Xanthakis, Evangelos; Chryssolouris, George

研究方向