Automated Model Generation from Design Databases at the Example of Building Automation Networks. - Joern Ploennigs; Mario Neugebauer; Klaus Kabitzsch (ISoLA (Preliminary proceedings), 2004)

A new beacon order adaptation algorithm for IEEE 802.15.4 networks. - Mario Neugebauer; Joern Ploennigs; Klaus Kabitzsch (EWSN, 2005)

Analysis of Duty Cycle Adaptation in Wireless Sensor Networks. - Mario Neugebauer; Joern Ploennigs; Klaus Kabitzsch (ETFA, 2006)

Automated model generation for performance engineering of building automation networks. - Joern Ploennigs; Mario Neugebauer; Klaus Kabitzsch (Int. J. Softw. Tools Technol. Transf., 2006)

Automated modeling and analysis of CSMA-type access schemes for building automation networks. - Joern Ploennigs; Peter Buchholz 001; Mario Neugebauer; Klaus Kabitzsch (IEEE Trans. Ind. Informatics, 2006)

Interactively configurable framework for industrial agents. - Sebastian Theiss; Jörn Plönnigs; Volodymyr Vasyutynskyy; Jens Naake; Klaus Kabitzsch (ETFA, 2007)

Control Network Performance Engineering: Qualitätsorientierter Entwurf von CSMA-Netzwerken der Automation - Jörn Plönnigs (2007)

Control Network Performance Engineering. - Joern Ploennigs; Mario Neugebauer; Klaus Kabitzsch (MMB, 2008)

Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks. - Joern Ploennigs; Mario Neugebauer; Klaus Kabitzsch (IEEE Trans. Ind. Informatics, 2008)

Comparison of Energy-efficient Sampling Methods for WSNs in Building Automation Scenarios. - Joern Ploennigs; Volodymyr Vasyutynskyy; Klaus Kabitzsch (ETFA, 2009)

A generic framework for synthesis and optimization of system designs in the example of building automation systems. - A. Cemal Oezluek; Jörn Plönnigs; Klaus Kabitzsch (ETFA, 2010)

Performance analysis of the EnOcean wireless sensor network protocol. - Joern Ploennigs; Uwe Ryssel; Klaus Kabitzsch (ETFA, 2010)

Automatic variation-point identification in function-block-based models. - Uwe Ryssel; Joern Ploennigs; Klaus Kabitzsch (GPCE, 2010)

Wireless, collaborative virtual sensors for thermal comfort. - Joern Ploennigs; Burkhard Hensel; Klaus Kabitzsch (BuildSys@SenSys, 2010)

Designing building automation systems using evolutionary algorithms with semi-directed variations. - A. Cemal Oezluek; Joern Ploennigs; Klaus Kabitzsch (SMC, 2010)

Multi-dimensional building performance data management for continuous commissioning. - Ammar Ahmed; Joern Ploennigs; Karsten Menzel; Brian Cahill (Adv. Eng. Informatics, 2010)

Automated Design of Building Automation Systems. - Henrik Dibowski; Jörn Plönnigs; Klaus Kabitzsch (IEEE Trans. Ind. Electron., 2010)

Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks. - Joern Ploennigs; Volodymyr Vasyutynskyy; Klaus Kabitzsch (IEEE Trans. Ind. Informatics, 2010)

Holistic design of wireless building automation systems. - Joern Ploennigs; Henrik Dibowski; Uwe Ryssel; Klaus Kabitzsch (ETFA, 2011)

Extraction of feature models from formal contexts. - Uwe Ryssel; Joern Ploennigs; Klaus Kabitzsch (SPLC Workshops, 2011)

Mining building performance data for energy-efficient operation. - Ammar Ahmed; Nicholas E. Korres; Joern Ploennigs; Haithum Elhadi; Karsten Menzel (Adv. Eng. Informatics, 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)

A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling. - Burkhard Hensel; Joern Ploennigs; Volodymyr Vasyutynskyy; Klaus Kabitzsch (SSD, 2012)

Reasoning of feature models from derived features. - Uwe Ryssel; Joern Ploennigs; Klaus Kabitzsch (GPCE, 2012)

BASont - A modular, adaptive building automation system ontology. - Joern Ploennigs; Burkhard Hensel; Henrik Dibowski; Klaus Kabitzsch (IECON, 2012)

Sensors, models and platform for ambient control. - Denis Stein; Matthias Lehmann; Joern Ploennigs; Klaus Kabitzsch (IECON, 2012)

Automatic library migration for the generation of hardware-in-the-loop models. - Uwe Ryssel; Joern Ploennigs; Klaus Kabitzsch (Sci. Comput. Program., 2012)

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; et al. (IECON, 2013)

Complexity reduction for automated design problems of building automation systems. - Tuan Linh Mai; Matthias Lehmann; Joern Ploennigs; Klaus Kabitzsch (IECON, 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 (IECON, 2013)

Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings. - Joern Ploennigs; Bei Chen; Anika Schumann; Niall Brady (BuildSys@SenSys, 2013)

Ganzheitlicher, automatischer Entwurf drahtloser Gebäudeautomationssysteme. - Joern Ploennigs; Henrik Dibowski; Uwe Ryssel; Klaus Kabitzsch (Autom., 2013)

Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems. - Joern Ploennigs; Anika Schumann; Freddy Lécué (ECAI, 2014)

Exploiting the Semantic Web for Systems Diagnosis. - Anika Schumann; Freddy Lécué; Joern Ploennigs (ECAI, 2014)

Multi-objective device selection approach for component-based automation systems. - Joern Ploennigs; Matthias Lehmann; Bastian Wollschlaeger; Tuan Linh Mai; Klaus Kabitzsch (ETFA, 2014)

e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage. - Joern Ploennigs; Bei Chen; Paulito Palmes; Raymond Lloyd (ICDM Workshops, 2014)

Statistical Anomaly Detection in Mean and Variation of Energy Consumption. - Bei Chen; Mathieu Sinn; Joern Ploennigs; Anika Schumann (ICPR, 2014)

Adapting Semantic Sensor Networks for Smart Building Diagnosis. - Joern Ploennigs; Anika Schumann; Freddy Lécué (ISWC (2), 2014)

BEAD - building energy asset discovery tool for automating smart building analytics: demo abstract. - Joern Ploennigs; Bernard Gorman; Niall Brady; Anika Schumann (BuildSys, 2014)

Towards automating the deployment of energy saving approaches in buildings. - Anika Schumann; Joern Ploennigs; Bernard Gorman (BuildSys, 2014)

Understanding building operation from semantic context. - Anika Schumann; Joern Ploennigs; Bei Chen (IECON, 2015)

Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly. - Arka Aloke Bhattacharya; Joern Ploennigs; David E. Culler (BuildSys, 2015)

A Data-driven Meta-data Inference Framework for Building Automation Systems. - Jingkun Gao; Joern Ploennigs; Mario Berges (BuildSys, 2015)

Demo Abstract: The Immersive Reality of Building Data. - Joern Ploennigs; Jana Clement; Bastien Pietropaoli (BuildSys, 2015)

Open BMS - IoT driven architecture for the internet of buildings. - Alan McGibney; Susan Rea; Joern Ploennigs (IECON, 2016)

The IOT mediated built environment: A brief survey. - Jan Haase 001; Mahmoud A. Alahmad; Hiroaki Nishi; Joern Ploennigs; Kim Fung Tsang (INDIN, 2016)

Probabilistic Occupancy Level Estimation Based on Opportunistic Passive Wi-Fi Localisation. - Bastien Pietropaoli; Kieran Delaney; Dirk Pesch; Joern Ploennigs (IntelliSys (1), 2016)

Semantic models for physical processes in CPS at the example of occupant thermal comfort. - Joern Ploennigs; Jana Clement; Bastian Wollschlaeger; Klaus Kabitzsch (ISIE, 2016)

Automating Analytics: How to Learn Metadata Such That Our Buildings Can Learn from Us. - Joern Ploennigs (SECON Workshops, 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; et al. (BuildSys, 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; et al. (BuildSys, 2016)

From Semantic Models to Cognitive Buildings. - Joern Ploennigs; Anika Schumann (AAAI, 2017)

Analysis of batteries in the built environment an overview on types and applications. - Jan Haase 001; Fares Al Juheshi; Hiroaki Nishi; Joern Ploennigs; Kim Fung Tsang; Nasser A. Aljuhaishi; Mahmoud A. Alahmad (IECON, 2017)

Extending Brick for automated comfort diagnosis. - Joern Ploennigs; Amadou Ba; Paulito Palmes (Autom., 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)

Semantic Diagnosis Approach for Buildings. - Joern Ploennigs; Michael Maghella; Anika Schumann; Bei Chen (IEEE Trans. Ind. Informatics, 2017)

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 (CogRob@KR, 2018)

Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning. - Nilavra Pathak; Amadou Ba; Joern Ploennigs; Nirmalya Roy (SMARTCOMP, 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)

The Future of IoT. - Joern Ploennigs; John Cohn; Andy J. Stanford-Clark (IEEE Internet Things Mag., 2018)

Semantic Device and System Modeling for Automation Systems and Sensor Networks. - Henrik Dibowski; Joern Ploennigs; Martin Wollschlaeger (IEEE Trans. Ind. Informatics, 2018)

TSML (Time Series Machine Learnng). - Paulito Palmes; Joern Ploennigs; Niall Brady (CoRR, 2020)

Optimal Seat Allocation Under Social Distancing Constraints. - Michael Barry; Claudio Gambella; Fabio Lorenzi; John Sheehan; Joern Ploennigs (CoRR, 2021)

Monitoring of IoT Systems at the Edges with Transformer-based Graph Convolutional Neural Networks. - Amadou Ba; Fabio Lorenzi; Joern Ploennigs (EDGE, 2022)

Scaling Knowledge Graphs for Automating AI of Digital Twins. - Joern Ploennigs; Konstantinos Semertzidis; Fabio Lorenzi; Nandana Mihindukulasooriya (ISWC, 2022)

AI Art in Architecture. - Joern Ploennigs; Markus Berger (CoRR, 2022)

AI Model Factory: Scaling AI for Industry 4.0 Applications. - Dhaval Patel 002; Shuxin Lin; Dhruv Shah; Srideepika Jayaraman; Joern Ploennigs; Anuradha Bhamidipati; Jayant Kalagnanam (AAAI, 2023)

Efficient Extraction of Insights at the Edges of Distributed Systems. - Amadou Ba; Fearghal O'Donncha; Joern Ploennigs; Muneeza Azmat (IEEE Big Data, 2023)

ArchiGuesser - Teaching Architecture Styles using Generative AI. - Markus Berger; Joern Ploennigs (BuildSys, 2023)

Causal Temporal Graph Convolutional Neural Networks (CTGCN). - Abigail Langbridge; Fearghal O'Donncha; Amadou Ba; Fabio Lorenzi; Christopher Lohse; Joern Ploennigs (CoRR, 2023)

What Makes a Good Dataset for Symbol Description Reading? - Karol Lynch; Joern Ploennigs; Bradley Eck (CoRR, 2023)

Diffusion Models for Computational Design at the Example of Floor Plans. - Joern Ploennigs; Markus Berger (CoRR, 2023)

ArchiGuesser - AI Art Architecture Educational Game. - Joern Ploennigs; Markus Berger; Eva Carnein (CoRR, 2023)

Generative AI and the History of Architecture. - Joern Ploennigs; Markus Berger (CoRR, 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., 2023)

Symbol Description Reading. - Karol Lynch; Bradley Eck; Joern Ploennigs (AAAI, 2024)

Quantum computing in civil engineering: Limitations. - Joern Ploennigs; Markus Berger; Martin Mevissen; Kay Smarsly (CoRR, 2024)