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Scopus Author ID: 13607159000

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Employment (2)

IBM Research: Dublin, IE

Employment
Source: Self-asserted source
Joern Ploennigs

Universität Rostock: Rostock, DE

2022-08-01 to present | Professor (AI for Sustainable Construction)
Employment
Source: Self-asserted source
Joern Ploennigs

Works (50 of 74)

Items per page:
Page 1 of 2

Generative AI and the History of Architecture

2024 | Book chapter
DOI: 10.1007/978-3-031-57675-1_2
Contributors: Joern Ploennigs; Markus Berger
Source: check_circle
Crossref

Automating computational design with generative AI

Civil Engineering Design
2024-07 | Journal article
DOI: 10.1002/cend.202400006
Contributors: Joern Ploennigs; Markus Berger
Source: check_circle
Crossref

ArchiGuesser – Teaching Architecture Styles using Generative AI

2023-11-15 | Conference paper
DOI: 10.1145/3600100.3626262
Contributors: Markus Berger; Joern Ploennigs
Source: check_circle
Crossref

AI art in architecture

AI in Civil Engineering
2023-08-17 | Journal article
DOI: 10.1007/s43503-023-00018-y
Contributors: Joern Ploennigs; Markus Berger
Source: check_circle
Crossref

Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems

IEEE Internet of Things Journal
2023-01-15 | Journal article
DOI: 10.1109/JIOT.2022.3204889
Contributors: Amadou Ba; Karol Lynch; Joern Ploennigs; Ben Schaper; Christopher Lohse; Fabio Lorenzi
Source: check_circle
Crossref

Scaling Knowledge Graphs for Automating AI of Digital Twins

2022 | Book chapter
DOI: 10.1007/978-3-031-19433-7_46
Contributors: Joern Ploennigs; Konstantinos Semertzidis; Fabio Lorenzi; Nandana Mihindukulasooriya
Source: check_circle
Crossref

Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way

IEEE Internet of Things Journal
2018-08 | Journal article
DOI: 10.1109/JIOT.2017.2755376
Contributors: Joern Ploennigs; Amadou Ba; Michael Barry
Source: check_circle
Crossref

Semantic Device and System Modeling for Automation Systems and Sensor Networks

IEEE Transactions on Industrial Informatics
2018-04 | Journal article
DOI: 10.1109/TII.2018.2796861
Contributors: Henrik Dibowski; Joern Ploennigs; Martin Wollschlaeger
Source: check_circle
Crossref

Guest Editorial Semantic Technologies in Automation Systems

IEEE Transactions on Industrial Informatics
2017-12 | Journal article
DOI: 10.1109/TII.2017.2764180
Contributors: Joern Ploennigs; Henrik Dibowski; Martin Wollschlaeger; Jose L. Martinez Lastra; Kim Fung Tsang; Carlos Eduardo Pereira
Source: check_circle
Crossref

Semantic Diagnosis Approach for Buildings

IEEE Transactions on Industrial Informatics
2017-12 | Journal article
DOI: 10.1109/TII.2017.2726001
Contributors: Joern Ploennigs; Michael Maghella; Anika Schumann; Bei Chen
Source: check_circle
Crossref

Automating Analytics: How to Learn Metadata Such That Our Buildings Can Learn from Us

2016 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops)
2016 | Conference paper
DOI: 10.1109/SECONW.2016.7746804
Source: Self-asserted source
Joern Ploennigs

Brick: Towards a Unified Metadata Schema For Buildings

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments
2016 | Conference paper
DOI: 10.1145/2993422.2993577
Part of ISBN: 978-1-4503-4264-3
Source: Self-asserted source
Joern Ploennigs

Open BMS - IoT driven architecture for the internet of buildings

IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society
2016 | Conference paper
DOI: 10.1109/IECON.2016.7793635
Source: Self-asserted source
Joern Ploennigs

Portable Queries Using the Brick Schema for Building Applications: Demo Abstract

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments
2016 | Conference paper
DOI: 10.1145/2993422.2996411
Part of ISBN: 978-1-4503-4264-3
Source: Self-asserted source
Joern Ploennigs

Semantic models for physical processes in CPS at the example of occupant thermal comfort

2016 IEEE 25th International Symposium on Industrial Electronics (ISIE)
2016 | Conference paper
DOI: 10.1109/ISIE.2016.7745039
Source: Self-asserted source
Joern Ploennigs

The IOT mediated built environment: A brief survey

2016 IEEE 14th International Conference on Industrial Informatics (INDIN)
2016 | Conference paper
DOI: 10.1109/INDIN.2016.7819322
Source: Self-asserted source
Joern Ploennigs

A Data-driven Meta-data Inference Framework for Building Automation Systems

Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments
2015 | Conference paper
DOI: 10.1145/2821650.2821670
Part of ISBN: 978-1-4503-3981-0
Source: Self-asserted source
Joern Ploennigs

Demo Abstract: The Immersive Reality of Building Data

Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments
2015 | Conference paper
DOI: 10.1145/2821650.2830309
Part of ISBN: 978-1-4503-3981-0
Source: Self-asserted source
Joern Ploennigs

Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly

Proceedings of the 2Nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments
2015 | Conference paper
DOI: 10.1145/2821650.2821669
Part of ISBN: 978-1-4503-3981-0
Source: Self-asserted source
Joern Ploennigs

Understanding building operation from semantic context

IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society
2015 | Conference paper
DOI: 10.1109/IECON.2015.7392233
Source: Self-asserted source
Joern Ploennigs

Adapting Semantic Sensor Networks for Smart Building Diagnosis

Proceedings of the 13th International Semantic Web Conference - Part II
2014 | Conference paper
DOI: 10.1007/978-3-319-11915-1_20
Part of ISBN: 978-3-319-11914-4
Source: Self-asserted source
Joern Ploennigs

BEAD - Building Energy Asset Discovery Tool for Automating Smart Building Analytics: Demo Abstract

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings
2014 | Conference paper
DOI: 10.1145/2674061.2675030
Part of ISBN: 978-1-4503-3144-9
Source: Self-asserted source
Joern Ploennigs

e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage

2014 IEEE International Conference on Data Mining Workshop
2014 | Conference paper
DOI: 10.1109/ICDMW.2014.56
Source: Self-asserted source
Joern Ploennigs

Exploiting the Semantic Web for Systems Diagnosis

Proceedings of the Twenty-first European Conference on Artificial Intelligence
2014 | Conference paper
DOI: 10.3233/978-1-61499-419-0-1091
Part of ISBN: 978-1-61499-418-3
Source: Self-asserted source
Joern Ploennigs

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems

Proceedings of the Twenty-first European Conference on Artificial Intelligence
2014 | Conference paper
DOI: 10.3233/978-1-61499-419-0-1211
Part of ISBN: 978-1-61499-418-3
Source: Self-asserted source
Joern Ploennigs

Multi-objective device selection approach for component-based automation systems

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA)
2014 | Conference paper
DOI: 10.1109/ETFA.2014.7005224
Source: Self-asserted source
Joern Ploennigs

Statistical Anomaly Detection in Mean and Variation of Energy Consumption

Proceedings of the 2014 22Nd International Conference on Pattern Recognition
2014 | Conference paper
DOI: 10.1109/ICPR.2014.614
Part of ISBN: 978-1-4799-5209-0
Source: Self-asserted source
Joern Ploennigs
grade
Preferred source (of 2)‎

Towards Automating the Deployment of Energy Saving Approaches in Buildings

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings
2014 | Conference paper
DOI: 10.1145/2674061.2674081
Part of ISBN: 978-1-4503-3144-9
Source: Self-asserted source
Joern Ploennigs

A systematic engineering tool chain approach for self-organizing building automation systems

2013 | Conference paper
DOI:

10.1109/IECON.2013.6700416

EID:

2-s2.0-84893573917
Contributors: Mc Gibney, A.; Rea, S.; Lehmann, M.; Thior, S.; Lesecq, S.; Hendriks, M.; Gardeux, C.; Mai, L.T.; Pacull, F.; Ploennigs, J. et al.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Architecture for self-organizing, co-operative and robust Building Automation Systems

2013 | Conference paper
DOI:

10.1109/IECON.2013.6700418

EID:

2-s2.0-84893612062
Contributors: Bernier, F.; Ploennigs, J.; Pesch, D.; Lesecq, S.; Basten, T.; Boubekeur, M.; Denteneer, D.; Oltmanns, F.; Bonnard, F.; Lehmann, M. et al.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Complexity reduction for automated design problems of building automation systems

2013 | Conference paper
DOI:

10.1109/IECON.2013.6700419

EID:

2-s2.0-84893585943
Contributors: Linh, M.T.; Lehmann, M.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings

Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings
2013 | Conference paper
DOI: 10.1145/2528282.2528291
Part of ISBN: 978-1-4503-2431-1
Source: Self-asserted source
Joern Ploennigs
grade
Preferred source (of 2)‎

Holistic, automated design of wireless building automation systems | Ganzheitlicher, automatischer entwurf drahtloser gebäudeautomationssysteme

2013 | Journal article
DOI:

10.1524/auto.2013.0034

EID:

2-s2.0-84880422717
Contributors: Ploennigs, J.; Dibowski, H.; Ryssel, U.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Reasoning of feature models from derived features

2013 | Journal article
DOI:

10.1145/2480361.2371405

EID:

2-s2.0-84877880973
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling

2012 | Conference paper
DOI:

10.1109/SSD.2012.6198007

EID:

2-s2.0-84861619832
Contributors: Hensel, B.; Ploennigs, J.; Vasyutynskyy, V.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

An adaptive PI controller for room temperature control with level-crossing sampling

2012 | Conference paper
DOI:

10.1109/CONTROL.2012.6334629

EID:

2-s2.0-84869407270
Contributors: Hensel, B.; Vasyutynskyy, V.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Automatic library migration for the generation of hardware-in-the-loop models

2012 | Journal article
DOI:

10.1016/j.scico.2010.06.005

EID:

2-s2.0-81855203457
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

BASont - A modular, adaptive building automation system ontology

2012 | Conference paper
DOI:

10.1109/IECON.2012.6389583

EID:

2-s2.0-84872956977
Contributors: Ploennigs, J.; Hensel, B.; Dibowski, H.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Reasoning of feature models from derived features

2012 | Conference paper
DOI:

10.1145/2371401.2371405

EID:

2-s2.0-84867785466
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Sensors, models and platform for ambient control

2012 | Conference paper
DOI:

10.1109/IECON.2012.6389581

EID:

2-s2.0-84872919792
Contributors: Stein, D.; Lehmann, M.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Smart Meter: Detect and Individualize ADLs

Ambient Assisted Living
2012 | Other
DOI:

10.1007/978-3-642-27491-6_8

ISBN:

978-3-642-27490-9

ISSN:

2191-6853
Contributors: Jana Clement; Joern Ploennigs; Klaus Kabitzsch
Source: Self-asserted source
Joern Ploennigs via Crossref Metadata Search
grade
Preferred source (of 2)‎

Automatic variation-point identification in function-block-based models

2011 | Journal article
DOI:

10.1145/1942788.1868299

EID:

2-s2.0-79951746832
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Extraction of feature models from formal contexts

2011 | Conference paper
DOI:

10.1145/2019136.2019141

EID:

2-s2.0-80052652058
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Holistic design of wireless building automation systems

2011 | Conference paper
DOI:

10.1109/ETFA.2011.6059107

EID:

2-s2.0-80655143689
Contributors: Ploennigs, J.; Dibowski, H.; Ryssel, U.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Virtual sensors for estimation of energy consumption and thermal comfort in buildings with underfloor heating

2011 | Journal article
DOI:

10.1016/j.aei.2011.07.004

EID:

2-s2.0-80053586673
Contributors: Ploennigs, J.; Ahmed, A.; Hensel, B.; Stack, P.; Menzel, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Mining building performance data for energy-efficient operation

Advanced Engineering Informatics
2011-04 | Journal article
DOI:

10.1016/j.aei.2010.10.002

Part of ISSN:

1474-0346
Contributors: Ammar Ahmed; Nicholas E. Korres; Joern Ploennigs; Haithum Elhadi; Karsten Menzel
Source: Self-asserted source
Joern Ploennigs via Crossref Metadata Search

Ultralow-Power Wireless Communication

Industrial Communication Systems
2011-02 | Other
DOI:

10.1201/b10603-12

ISBN:

978-1-4398-0281-6

ISSN:

1097-9409
Contributors: Joern Ploennigs; Volodymyr Vasyutynskyy; Klaus Kabitzsch
Source: Self-asserted source
Joern Ploennigs via Crossref Metadata Search

A generic framework for synthesis and optimization of system designs in the example of building automation systems

2010 | Conference paper
DOI:

10.1109/ETFA.2010.5640993

EID:

2-s2.0-78650548101
Contributors: Oezluek, A.C.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Automated design of building automation systems

2010 | Journal article
DOI:

10.1109/TIE.2009.2032209

EID:

2-s2.0-77957976037
Contributors: Dibowski, H.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier

Automatic variation-point identification in function-block-based models

2010 | Conference paper
DOI:

10.1145/1868294.1868299

EID:

2-s2.0-78650152822
Contributors: Ryssel, U.; Ploennigs, J.; Kabitzsch, K.
Source: Self-asserted source
Joern Ploennigs via Scopus - Elsevier
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Review activity for Advanced engineering informatics. (1)
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