Joern Ploennigs

According to our database, Joern Ploennigs authored at least 77 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Quantum computing in civil engineering: Limitations.

Joern Ploennigs, Markus Berger, Martin Mevissen, Kay Smarsly

CoRR, 2024

Symbol Description Reading.

Karol Lynch, Bradley Eck, Joern Ploennigs

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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

Amadou Ba, Karol Lynch, Joern Ploennigs, Ben Schaper, Christopher Lohse, Fabio Lorenzi

IEEE Internet Things J., January, 2023

Generative AI and the History of Architecture.

Joern Ploennigs, Markus Berger

CoRR, 2023

ArchiGuesser - AI Art Architecture Educational Game.

Joern Ploennigs, Markus Berger, Eva Carnein

CoRR, 2023

Diffusion Models for Computational Design at the Example of Floor Plans.

Joern Ploennigs, Markus Berger

CoRR, 2023

What Makes a Good Dataset for Symbol Description Reading?

Karol Lynch, Joern Ploennigs, Bradley Eck

CoRR, 2023

Causal Temporal Graph Convolutional Neural Networks (CTGCN).

Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs

CoRR, 2023

ArchiGuesser - Teaching Architecture Styles using Generative AI.

Markus Berger, Joern Ploennigs

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Efficient Extraction of Insights at the Edges of Distributed Systems.

Amadou Ba, Fearghal O'Donncha, Joern Ploennigs, Muneeza Azmat

Proceedings of the IEEE International Conference on Big Data, 2023

AI Model Factory: Scaling AI for Industry 4.0 Applications.

Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

AI Art in Architecture.

Joern Ploennigs, Markus Berger

CoRR, 2022

Scaling Knowledge Graphs for Automating AI of Digital Twins.

Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya

Proceedings of the Semantic Web - ISWC 2022, 2022

Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks.

Amadou Ba, Fabio Lorenzi, Joern Ploennigs

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

2021

Optimal Seat Allocation Under Social Distancing Constraints.

Michael Barry, Claudio Gambella, Fabio Lorenzi, John Sheehan, Joern Ploennigs

CoRR, 2021

2020

TSML (Time Series Machine Learnng).

Paulito Palmes, Joern Ploennigs, Niall Brady

CoRR, 2020

2018

Semantic Device and System Modeling for Automation Systems and Sensor Networks.

Henrik Dibowski, Joern Ploennigs, Martin Wollschlaeger

IEEE Trans. Ind. Informatics, 2018

The Future of IoT.

Joern Ploennigs, John Cohn, Andy J. Stanford-Clark

IEEE Internet Things Mag., 2018

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

Joern Ploennigs, Amadou Ba, Michael Barry

IEEE Internet Things J., 2018

Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.

Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy

Proceedings of the 2018 IEEE International Conference on Smart Computing, 2018

Which tool to use? Grounded reasoning in everyday environments with assistant robots.

Lydia Fischer, Stephan Hasler, Joerg Deigmoeller, Thomas Schnuerer, Michael Redert, Ulrike Pluntke, Katrin Nagel, Chris Senzel, Joern Ploennigs, Andreas Richter, Julian Eggert

Proceedings of the 11th Cognitive Robotics Workshop 2018, 2018

2017

Semantic Diagnosis Approach for Buildings.

Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen

IEEE Trans. Ind. Informatics, 2017

Guest Editorial Semantic Technologies in Automation Systems.

Joern Ploennigs, Henrik Dibowski, Martin Wollschlaeger, Jose L. Martinez Lastra, Kim Fung Tsang, Carlos Eduardo Pereira

IEEE Trans. Ind. Informatics, 2017

Extending Brick for automated comfort diagnosis.

Joern Ploennigs, Amadou Ba, Paulito Palmes

Autom., 2017

Analysis of batteries in the built environment an overview on types and applications.

Jan Haase, Fares Al Juheshi, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang, Nasser A. Aljuhaishi, Mahmoud A. Alahmad

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

From Semantic Models to Cognitive Buildings.

Joern Ploennigs, Anika Schumann

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

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

Bharathan Balaji, Arka Aloke Bhattacharya, Gabe Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Brick: Towards a Unified Metadata Schema For Buildings.

Bharathan Balaji, Arka Aloke Bhattacharya, Gabriel Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

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

Joern Ploennigs

Proceedings of the IEEE International Conference on Sensing, Communication and Networking, 2016

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

Joern Ploennigs, Jana Clement, Bastian Wollschlaeger, Klaus Kabitzsch

Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016

Probabilistic Occupancy Level Estimation Based on Opportunistic Passive Wi-Fi Localisation.

Bastien Pietropaoli, Kieran Delaney, Dirk Pesch, Joern Ploennigs

Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

The IOT mediated built environment: A brief survey.

Jan Haase, Mahmoud A. Alahmad, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Open BMS - IoT driven architecture for the internet of buildings.

Alan McGibney, Susan Rea, Joern Ploennigs

Proceedings of the IECON 2016, 2016

2015

Demo Abstract: The Immersive Reality of Building Data.

Joern Ploennigs, Jana Clement, Bastien Pietropaoli

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

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

Jingkun Gao, Joern Ploennigs, Mario Berges

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

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

Arka Aloke Bhattacharya, Joern Ploennigs, David E. Culler

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Understanding building operation from semantic context.

Anika Schumann, Joern Ploennigs, Bei Chen

Proceedings of the IECON 2015, 2015

2014

Towards automating the deployment of energy saving approaches in buildings.

Anika Schumann, Joern Ploennigs, Bernard Gorman

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract.

Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Adapting Semantic Sensor Networks for Smart Building Diagnosis.

Joern Ploennigs, Anika Schumann, Freddy Lécué

Proceedings of the Semantic Web - ISWC 2014, 2014

Statistical Anomaly Detection in Mean and Variation of Energy Consumption.

Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

Joern Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

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

Joern Ploennigs, Matthias Lehmann, Bastian Wollschlaeger, Tuan Linh Mai, Klaus Kabitzsch

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Exploiting the Semantic Web for Systems Diagnosis.

Anika Schumann, Freddy Lécué, Joern Ploennigs

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems.

Joern Ploennigs, Anika Schumann, Freddy Lécué

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Ganzheitlicher, automatischer Entwurf drahtloser Gebäudeautomationssysteme.

Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch

Autom., 2013

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings.

Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady

Proceedings of the BuildSys 2013, 2013

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

Alan McGibney, Susan Rea, Matthias Lehmann, Safietou Raby Thior, Suzanne Lesecq, Martijn Hendriks, Claire Guyon-Gardeux, Tuan Linh Mai, François Pacull, Joern Ploennigs, Twan Basten, Dirk Pesch

Proceedings of the IECON 2013, 2013

Complexity reduction for automated design problems of building automation systems.

Tuan Linh Mai, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the IECON 2013, 2013

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

Franck Bernier, Joern Ploennigs, Dirk Pesch, Suzanne Lesecq, Twan Basten, Menouer Boubekeur, Dee Denteneer, Fred Oltmanns, François Bonnard, Matthias Lehmann, Tuan Linh Mai, Alan McGibney, Susan Rea, François Pacull, Claire Guyon-Gardeux, Laurent-Frederic Ducreux, Safietou Raby Thior, Martijn Hendriks, Jacques Verriet, Szymon Fedor

Proceedings of the IECON 2013, 2013

2012

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

Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch

Sci. Comput. Program., 2012

Sensors, models and platform for ambient control.

Denis Stein, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

BASont - A modular, adaptive building automation system ontology.

Joern Ploennigs, Burkhard Hensel, Henrik Dibowski, Klaus Kabitzsch

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Reasoning of feature models from derived features.

Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the Generative Programming and Component Engineering, 2012

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

Burkhard Hensel, Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011

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

Joern Ploennigs, Ammar Ahmed, Burkhard Hensel, Paul Stack, Karsten Menzel

Adv. Eng. Informatics, 2011

Mining building performance data for energy-efficient operation.

Ammar Ahmed, Nicholas E. Korres, Joern Ploennigs, Haithum Elhadi, Karsten Menzel

Adv. Eng. Informatics, 2011

Extraction of feature models from formal contexts.

Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the Software Product Lines - 15th International Conference, 2011

Holistic design of wireless building automation systems.

Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch

Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010

Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks.

Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch

IEEE Trans. Ind. Informatics, 2010

Automated Design of Building Automation Systems.

Henrik Dibowski, Jörn Plönnigs, Klaus Kabitzsch

IEEE Trans. Ind. Electron., 2010

Multi-dimensional building performance data management for continuous commissioning.

Ammar Ahmed, Joern Ploennigs, Karsten Menzel, Brian Cahill

Adv. Eng. Informatics, 2010

Designing building automation systems using evolutionary algorithms with semi-directed variations.

A. Cemal Oezluek, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the IEEE International Conference on Systems, 2010

Wireless, collaborative virtual sensors for thermal comfort.

Joern Ploennigs, Burkhard Hensel, Klaus Kabitzsch

Proceedings of the BuildSys'10, 2010

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

Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the Generative Programming And Component Engineering, 2010

Performance analysis of the EnOcean wireless sensor network protocol.

Joern Ploennigs, Uwe Ryssel, Klaus Kabitzsch

Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

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

A. Cemal Oezluek, Jörn Plönnigs, Klaus Kabitzsch

Proceedings of 15th IEEE International Conference on Emerging Technologies and Factory Automation, 2010

2009

Comparison of Energy-efficient Sampling Methods for WSNs in Building Automation Scenarios.

Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008

Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks.

Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch

IEEE Trans. Ind. Informatics, 2008

Control Network Performance Engineering.

Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch

Proceedings of the Proceedings 14th GI/ITG Conference on Measurement, Modelling and Evaluation of Computer and Communication Systems (MMB 2008), March 31, 2008

2007

Control Network Performance Engineering: Qualitätsorientierter Entwurf von CSMA-Netzwerken der Automation

Jörn Plönnigs

PhD thesis, 2007

Interactively configurable framework for industrial agents.

Sebastian Theiss, Jörn Plönnigs, Volodymyr Vasyutynskyy, Jens Naake, Klaus Kabitzsch

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006

Automated modeling and analysis of CSMA-type access schemes for building automation networks.

Joern Ploennigs, Peter Buchholz, Mario Neugebauer, Klaus Kabitzsch

IEEE Trans. Ind. Informatics, 2006

Automated model generation for performance engineering of building automation networks.

Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch

Int. J. Softw. Tools Technol. Transf., 2006

Analysis of Duty Cycle Adaptation in Wireless Sensor Networks.

Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch

Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006

2005

A new beacon order adaptation algorithm for IEEE 802.15.4 networks.

Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch

Proceedings of the Wireless Sensor Networks, Second European Workshop, 2005

2004

Automated Model Generation from Design Databases at the Example of Building Automation Networks.

Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch

Proceedings of the International Symposium on Leveraging Applications of Formal Methods, 2004