Joern Ploennigs

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 34

Top Topics

Sensor Networks

Metadata Schemas

Semantic Models

Subsumption Architecture

Top Venues

BuildSys@SenSys

IEEE Trans. Ind. Informatics

Publications

Joern Ploennigs, Markus Berger, Martin Mevissen, Kay Smarsly
Quantum computing in civil engineering: Limitations. CoRR (2024)
Karol Lynch, Bradley Eck, Joern Ploennigs
Symbol Description Reading. AAAI (2024)
Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs
Causal Temporal Graph Convolutional Neural Networks (CTGCN). CoRR (2023)
Markus Berger, Joern Ploennigs
ArchiGuesser - Teaching Architecture Styles using Generative AI. BuildSys@SenSys (2023)
Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam
AI Model Factory: Scaling AI for Industry 4.0 Applications. AAAI (2023)
Amadou Ba, Karol Lynch, Joern Ploennigs, Ben Schaper, Christopher Lohse, Fabio Lorenzi
Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems. IEEE Internet Things J. 10 (2) (2023)
Joern Ploennigs, Markus Berger, Eva Carnein
ArchiGuesser - AI Art Architecture Educational Game. CoRR (2023)
Amadou Ba, Fearghal O'Donncha, Joern Ploennigs, Muneeza Azmat
Efficient Extraction of Insights at the Edges of Distributed Systems. BigData (2023)
Joern Ploennigs, Markus Berger
Diffusion Models for Computational Design at the Example of Floor Plans. CoRR (2023)
Karol Lynch, Joern Ploennigs, Bradley Eck
What Makes a Good Dataset for Symbol Description Reading? CoRR (2023)
Joern Ploennigs, Markus Berger
Generative AI and the History of Architecture. CoRR (2023)
Joern Ploennigs, Markus Berger
AI Art in Architecture. CoRR (2022)
Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
Scaling Knowledge Graphs for Automating AI of Digital Twins. CoRR (2022)
Joern Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
Scaling Knowledge Graphs for Automating AI of Digital Twins. ISWC (2022)
Amadou Ba, Fabio Lorenzi, Joern Ploennigs
Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks. EDGE (2022)
Michael Barry, Claudio Gambella, Fabio Lorenzi, John Sheehan, Joern Ploennigs
Optimal Seat Allocation Under Social Distancing Constraints. CoRR (2021)
Paulito Palmes, Joern Ploennigs, Niall Brady
TSML (Time Series Machine Learnng). CoRR (2020)
Henrik Dibowski, Joern Ploennigs, Martin Wollschlaeger
Semantic Device and System Modeling for Automation Systems and Sensor Networks. IEEE Trans. Ind. Informatics 14 (4) (2018)
Joern Ploennigs, Amadou Ba, Michael Barry
Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way. IEEE Internet Things J. 5 (4) (2018)
Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy
Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning. SMARTCOMP (2018)
Joern Ploennigs, John Cohn, Andy J. Stanford-Clark
The Future of IoT. IEEE Internet Things Mag. 1 (1) (2018)
Lydia Fischer, Stephan Hasler, Joerg Deigmoeller, Thomas Schnuerer, Michael Redert, Ulrike Pluntke, Katrin Nagel, Chris Senzel, Joern Ploennigs, Andreas Richter, Julian Eggert
Which tool to use? Grounded reasoning in everyday environments with assistant robots. CogRob@KR (2018)
Jan Haase, Fares Al Juheshi, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang, Nasser A. Aljuhaishi, Mahmoud A. Alahmad
Analysis of batteries in the built environment an overview on types and applications. IECON (2017)
Joern Ploennigs, Henrik Dibowski, Martin Wollschlaeger, Jose L. Martinez Lastra, Kim Fung Tsang, Carlos Eduardo Pereira
Guest Editorial Semantic Technologies in Automation Systems. IEEE Trans. Ind. Informatics 13 (6) (2017)
Joern Ploennigs, Anika Schumann
From Semantic Models to Cognitive Buildings. AAAI (2017)
Joern Ploennigs, Michael Maghella, Anika Schumann, Bei Chen
Semantic Diagnosis Approach for Buildings. IEEE Trans. Ind. Informatics 13 (6) (2017)
Joern Ploennigs, Amadou Ba, Paulito Palmes
Extending Brick for automated comfort diagnosis. Autom. 65 (9) (2017)
Joern Ploennigs, Jana Clement, Bastian Wollschlaeger, Klaus Kabitzsch
Semantic models for physical processes in CPS at the example of occupant thermal comfort. ISIE (2016)
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
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys@SenSys (2016)
Alan McGibney, Susan Rea, Joern Ploennigs
Open BMS - IoT driven architecture for the internet of buildings. IECON (2016)
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
Brick: Towards a Unified Metadata Schema For Buildings. BuildSys@SenSys (2016)
Joern Ploennigs
Automating Analytics: How to Learn Metadata Such That Our Buildings Can Learn from Us. SECON Workshops (2016)
Bastien Pietropaoli, Kieran Delaney, Dirk Pesch, Joern Ploennigs
Probabilistic Occupancy Level Estimation Based on Opportunistic Passive Wi-Fi Localisation. IntelliSys (1) (2016)
Jan Haase, Mahmoud A. Alahmad, Hiroaki Nishi, Joern Ploennigs, Kim Fung Tsang
The IOT mediated built environment: A brief survey. INDIN (2016)
Anika Schumann, Joern Ploennigs, Bei Chen
Understanding building operation from semantic context. IECON (2015)
Joern Ploennigs, Jana Clement, Bastien Pietropaoli
Demo Abstract: The Immersive Reality of Building Data. BuildSys@SenSys (2015)
Jingkun Gao, Joern Ploennigs, Mario Berges
A Data-driven Meta-data Inference Framework for Building Automation Systems. BuildSys@SenSys (2015)
Arka Aloke Bhattacharya, Joern Ploennigs, David E. Culler
Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly. BuildSys@SenSys (2015)
Anika Schumann, Joern Ploennigs, Bernard Gorman
Towards automating the deployment of energy saving approaches in buildings. BuildSys@SenSys (2014)
Joern Ploennigs, Anika Schumann, Freddy Lécué
Adapting Semantic Sensor Networks for Smart Building Diagnosis. ISWC (2) (2014)
Joern Ploennigs, Anika Schumann, Freddy Lécué
Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. ECAI (2014)
Anika Schumann, Freddy Lécué, Joern Ploennigs
Exploiting the Semantic Web for Systems Diagnosis. ECAI (2014)
Joern Ploennigs, Matthias Lehmann, Bastian Wollschlaeger, Tuan Linh Mai, Klaus Kabitzsch
Multi-objective device selection approach for component-based automation systems. ETFA (2014)
Joern Ploennigs, Bernard Gorman, Niall Brady, Anika Schumann
BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract. BuildSys@SenSys (2014)
Joern Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd
e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage. ICDM Workshops (2014)
Bei Chen, Mathieu Sinn, Joern Ploennigs, Anika Schumann
Statistical Anomaly Detection in Mean and Variation of Energy Consumption. ICPR (2014)
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
Architecture for self-organizing, co-operative and robust Building Automation Systems. IECON (2013)
Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch
Ganzheitlicher, automatischer Entwurf drahtloser Gebäudeautomationssysteme. Autom. 61 (6) (2013)
Tuan Linh Mai, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch
Complexity reduction for automated design problems of building automation systems. IECON (2013)
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
A systematic engineering tool chain approach for self-organizing building automation systems. IECON (2013)
Joern Ploennigs, Bei Chen, Anika Schumann, Niall Brady
Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings. BuildSys@SenSys (2013)
Burkhard Hensel, Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling. SSD (2012)
Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
Automatic library migration for the generation of hardware-in-the-loop models. Sci. Comput. Program. 77 (2) (2012)
Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
Reasoning of feature models from derived features. GPCE (2012)
Joern Ploennigs, Burkhard Hensel, Henrik Dibowski, Klaus Kabitzsch
BASont - A modular, adaptive building automation system ontology. IECON (2012)
Denis Stein, Matthias Lehmann, Joern Ploennigs, Klaus Kabitzsch
Sensors, models and platform for ambient control. IECON (2012)
Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
Extraction of feature models from formal contexts. SPLC Workshops (2011)
Ammar Ahmed, Nicholas E. Korres, Joern Ploennigs, Haithum Elhadi, Karsten Menzel
Mining building performance data for energy-efficient operation. Adv. Eng. Informatics 25 (2) (2011)
Joern Ploennigs, Ammar Ahmed, Burkhard Hensel, Paul Stack, Karsten Menzel
Virtual sensors for estimation of energy consumption and thermal comfort in buildings with underfloor heating. Adv. Eng. Informatics 25 (4) (2011)
Joern Ploennigs, Henrik Dibowski, Uwe Ryssel, Klaus Kabitzsch
Holistic design of wireless building automation systems. ETFA (2011)
Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks. IEEE Trans. Ind. Informatics 6 (3) (2010)
Uwe Ryssel, Joern Ploennigs, Klaus Kabitzsch
Automatic variation-point identification in function-block-based models. GPCE (2010)
A. Cemal Oezluek, Joern Ploennigs, Klaus Kabitzsch
Designing building automation systems using evolutionary algorithms with semi-directed variations. SMC (2010)
Joern Ploennigs, Burkhard Hensel, Klaus Kabitzsch
Wireless, collaborative virtual sensors for thermal comfort. BuildSys@SenSys (2010)
Ammar Ahmed, Joern Ploennigs, Karsten Menzel, Brian Cahill
Multi-dimensional building performance data management for continuous commissioning. Adv. Eng. Informatics 24 (4) (2010)
Joern Ploennigs, Uwe Ryssel, Klaus Kabitzsch
Performance analysis of the EnOcean wireless sensor network protocol. ETFA (2010)
Joern Ploennigs, Volodymyr Vasyutynskyy, Klaus Kabitzsch
Comparison of Energy-efficient Sampling Methods for WSNs in Building Automation Scenarios. ETFA (2009)
Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks. IEEE Trans. Ind. Informatics 4 (2) (2008)
Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
Control Network Performance Engineering. MMB (2008)
Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch
Analysis of Duty Cycle Adaptation in Wireless Sensor Networks. ETFA (2006)
Joern Ploennigs, Peter Buchholz, Mario Neugebauer, Klaus Kabitzsch
Automated modeling and analysis of CSMA-type access schemes for building automation networks. IEEE Trans. Ind. Informatics 2 (2) (2006)
Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
Automated model generation for performance engineering of building automation networks. Int. J. Softw. Tools Technol. Transf. 8 (6) (2006)
Mario Neugebauer, Joern Ploennigs, Klaus Kabitzsch
A new beacon order adaptation algorithm for IEEE 802.15.4 networks. EWSN (2005)
Joern Ploennigs, Mario Neugebauer, Klaus Kabitzsch
Automated Model Generation from Design Databases at the Example of Building Automation Networks. ISoLA (Preliminary proceedings) (2004)