Publications and Talks

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2023

Wicaksono Hendro; Trat, Martin.; Bashyal Atit; Boroukhian Tina; Felder Mine; Ahrens Mischa; Bender Janek; Groß Sebastian; Steiner Daniel; July Christoph; Dorus Christoph; Zoerner Thorsten

Artificial Intelligence Enabled Dynamic Demand Response System for Maximizing the Use of Green Electricity in Production Processes, Robotics and Computer-Integrated Manufacturing Journal Article Forthcoming

Robotics and Computer-Integrated Manufacturing, Forthcoming.

Abstract | BibTeX | Tags: artificial intelligence, Artificial neural network, machine learning, Ontology, production scheduling, reinforcement learning

Aikenov Temirlan; Hidayat, Rahmat; Wicaksono Hendro

Power consumption and process cost prediction of customized products using explainable AI Inproceedings

Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems., 2023.

Abstract | Links | BibTeX | Tags: energy efficiency, explainable artificial intelligence, machine learning, sustainability, sustainable manuracturing, XAI

Beibit Rauan; Fatahi Valilai, Omid; Wicaksono Hendro

Estimating the COVID-19 Impact on the Semiconductor Shortage in the European Automotive Industry using Supervised Machine Learning Inproceedings

Proceedings of the 2023 10th International Conference on Industrial Engineering and Applications (ICIEAEU '23), pp. 302–308, Association for Computing Machinery, New York, NY, USA, 2023.

Abstract | Links | BibTeX | Tags: COVID-19, machine learning, supply chain management

Agung Teguh Wibowo Almais Adi Susilo, Agus Naba Moechammad Sarosa Cahyo Crysdian Imam Tazi Mokhamad Amin Hariyadi Muhammad Aziz Muslim Puspa Miladin Nuraida Safitri Abdul Basid Yunifa Miftachul Arif Mohammad Singgih Purwanto Diyan Parwatiningtyas Hendro Wicaksono

Principal Component Analysis-Based Data Clustering for Labeling of Level Damage Sector in Post-Natural Disasters Journal Article

IEEE Access, 11 , pp. 74590 - 74601, 2023.

Abstract | Links | BibTeX | Tags: artificial intelligence, machine learning, PCA

2022

Wicaksono Hendro; Yuce, Baris; McGlinn Kris; Calli Ozum

Smart Cities and Buildings Book Chapter

Chapter Smart cities and buildings, pp. 239-263, CRC Press, 1st Edition, 2022, ISBN: 9781003204381.

Abstract | Links | BibTeX | Tags: energy efficiency, machine learning, Ontology, smart cities, smart energy, sustainability

2021

Wicaksono Hendro; Boroukhian, Tina; Bashyal Atit

A Demand-Response System for Sustainable Manufacturing Using Linked Data and Machine Learning Book Chapter

Freitag, Michael ; Kotzab, Herbert ; Megow, Nicole (Ed.): pp. 155-181, Springer, 2021, ISBN: 978-3-030-88662-2.

Abstract | Links | BibTeX | Tags: artificial intelligence, causal analysis, causal inference, causal model, energy transition, linked data, machine learning, Ontology, project management, structural equation modelling, sustainability

Ahmadi Elham; Fatahi Valilai, Omid; Wicaksono Hendro

Extending the Last Mile Delivery Routing Problem for Enhancing Sustainability by Drones Using a Sentiment Analysis Approach Inproceedings

2021.

BibTeX | Tags: data analytics, machine learning, sentiment analysis, sustainability

Wicaksono, Hendro

Accelerating Energy Transition to Green Electricity through Artificial Intelligence Presentation

24.08.2021.

Abstract | Links | BibTeX | Tags: artificial intelligence, data analytics, energy transition, machine learning

2020

Wicaksono, Simon Fritz; Matthias Jaenicke; Jivka Ovtcharova; Hendro

Context-sensitive Assistance in Requirements-based Knowledge Management Conference

NLPIR 2020: Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval, ACM, 2020.

Abstract | Links | BibTeX | Tags: knowledge management, machine learning, requirement engineering

2019

Rasyid Alfandino; Ulil Albaab, Mochammad Rifki; Falah Muhammad Fajrul Panduman Yohanes Yohanie Fridelin; Yusuf Alviansyah Arman; Basuki Dwi Kurnia; Tjahjono Anang; Budiarti Rizqi Putri Nourma; Sukaridhoto Sritrusta; Yudianto Firman; Wicaksono Hendro ;

Pothole Visual Detection using Machine Learning Method integrated with Internet of Thing Video Streaming Platform Inproceedings

2019 International Electronics Symposium (IES), pp. 672-675, IEEE, 2019.

Links | BibTeX | Tags: industry 4.0, Internet of Things, machine learning

Rasyid Alfandino; Ulil Albaab, Mochammad Rifki; Falah Muhammad Fajrul; Panduman Yohanes Yohanie Fridelin; Yusuf Alviansyah Arman; Basuki Dwi Kurnia; Tjahjono Anang; Budiarti Rizqi Putri Nourma; Sukaridhoto Sritrusta; Yudianto Firman; Wicaksono Hendro

Pothole visual detection using machine learning method integrated with internet of thing video streaming platform Conference

2019 International Electronics Symposium (IES) , 2019.

BibTeX | Tags: machine learning, virtual engineering

2012

Wicaksono, Hendro; Ovtcharova, Jivka

Energy Consumption Regulation and Optimization in Discrete Manufacturing through Semi-automatic Knowledge Generation using Data Mining Inproceedings

Proceeding 10th Global Conference of Sustainable Manufacturing (GCSM), 2012.

Abstract | BibTeX | Tags: data mining, discrete manufacturing, energy efficiency, knowledge capturing, knowledge management, machine learning

Wicaksono, Hendro; Rogalski, Sven; Ovtcharova, Jivka

Ontology Driven Approach for Intelligent Energy Management in Discrete Manufacturing Inproceedings

Proceedings of the International Conference on Knowledge Engineering and Ontology Development, pp. 108-114, INSTICC SciTePress, 2012, ISBN: 978-989-8565-30-3.

Abstract | Links | BibTeX | Tags: energy efficiency, energy management, knowledge acquisition, knowledge capturing, machine learning, manufacturing, Ontology

Wicaksono, Hendro; Rogalski, Sven; Ovtcharova, Jivka

Knowledge Management Approach to improve Energy Efficiency in Small Medium Enterprises Journal Article

2012.

Abstract | BibTeX | Tags: data mining, energy efficiency, energy management, knowledge management, machine learning, Ontology

Wicaksono, Hendro; Aleksandrov, Kiril; Rogalski, Sven

An Intelligent System for Improving Energy Efficiency in Building Using Ontology and Building Automation Systems Book Chapter

Kongoli, Florian (Ed.): IntechOpen, 2012, ISBN: 978-953-51-0685-2.

Links | BibTeX | Tags: building energy management, data mining, energy efficiency, machine learning, Ontology

2010

Wicaksono, Hendro; Rogalski, Sven; Kusnady, Enrico

Knowledge-based intelligent energy management using building automation system Inproceedings

2010 Conference Proceedings IPEC, IEEE, Singapore, Singapore, 2010, ISSN: 1947-1262.

Abstract | Links | BibTeX | Tags: building automation system, data mining, energy management, knowledge-based system, machine learning, Ontology

Wicaksono, Hendro; Rogalski, Sven

Ontology Supported Intelligent Energy Management System in Buildings Inproceedings

Proceeding IEEE International Conference on Industrial Engineering and Business Management (ICIEBM), IEEE 2010.

BibTeX | Tags: building automation system, data mining, machine learning, Ontology

Schubert, Viktor; Wicaksono, Hendro; Rogalski, Sven

Knowledge-based Product Configuration through Product Life Cycle Oriented Feedback-Driven Requirements Engineering Inproceedings

Proceeding 20th International Conference Flexible Automation and Intelligent Manufacturing (FAIM), San Francisco, USA, 2010.

BibTeX | Tags: case-based reasoning, data mining, machine learning, Ontology, product configuration, product lifecycle management

Wicaksono, Hendro; Rogalski, Sven

Wissensbasierte Energieanalyse – Verbesserte Energieeffizienz in Gebäuden des Privat- und Geschäftsbereichs Journal Article

ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, 105 (6), pp. 551-555, 2010.

Abstract | Links | BibTeX | Tags: data mining, Energy efficient building, knowledge management, machine learning