J. Ploennigs

Most-cited papers

Brick: Towards a Unified Metadata Schema For Buildings
Bharathan Balaji, A. Bhattacharya, Gabe Fierro, Jingkun Gao +12 more
2016International Conference on Systems for Energy-Efficient Built Environments374 citations Open access
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Brick : Metadata schema for portable smart building applications
Bharathan Balaji, A. Bhattacharya, Gabe Fierro, Jingkun Gao +12 more
2018Applied Energy288 citations Open access
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AI art in architecture
J. Ploennigs, Markus Berger
2022AI in Civil Engineering122 citations Open access
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A new beacon order adaptation algorithm for IEEE 802.15.4 networks
Mario Neugebauer, J. Ploennigs, K. Kabitzsch
2005Proceeedings of the Second European Workshop on Wireless Sensor Networks, 2005.115 citations
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Mining building performance data for energy-efficient operation
Ammar Ahmed, N. Korres, J. Ploennigs, Haithum Elhadi +1 more
2011Advanced Engineering Informatics105 citations
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Comparative Study of Energy-Efficient Sampling Approaches for Wireless Control Networks
J. Ploennigs, V. Vasyutynskyy, K. Kabitzsch
2010IEEE Transactions on Industrial Informatics103 citations
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Automated Design of Building Automation Systems
Henrik Dibowski, J. Ploennigs, K. Kabitzsch
2010IEEE transactions on industrial electronics (1982. Print)95 citations
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Extraction of feature models from formal contexts
U. Ryssel, J. Ploennigs, K. Kabitzsch
2011Software Product Lines Conference93 citations
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Short Paper: Analyzing Metadata Schemas for Buildings: The Good, the Bad, and the Ugly
A. Bhattacharya, J. Ploennigs, D. Culler
2015BuildSys@SenSys82 citations
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BASont - A modular, adaptive building automation system ontology
J. Ploennigs, Burkhard Hensel, Henrik Dibowski, K. Kabitzsch
2012Annual Conference of the IEEE Industrial Electronics Society74 citations Open access
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Multi-dimensional building performance data management for continuous commissioning
Ammar Ahmed, J. Ploennigs, K. Menzel, Brian Cahill
2010Advanced Engineering Informatics67 citations
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Virtual sensors for estimation of energy consumption and thermal comfort in buildings with underfloor heating
J. Ploennigs, Ammar Ahmed, Burkhard Hensel, P. Stack +1 more
2011Advanced Engineering Informatics65 citations
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Materializing the Promises of Cognitive IoT: How Cognitive Buildings Are Shaping the Way
J. Ploennigs, Amadou Ba, Michael Barry
2018IEEE Internet of Things Journal62 citations
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Automatic variation-point identification in function-block-based models
U. Ryssel, J. Ploennigs, K. Kabitzsch
2010International Conference on Generative Programming: Concepts and Experiences62 citations
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A Data-driven Meta-data Inference Framework for Building Automation Systems
Jingkun Gao, J. Ploennigs, M. Berges
2015International Conference on Systems for Energy-Efficient Built Environments60 citations
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The Future of IoT
J. Ploennigs, J. Cohn, A. Stanford-Clark
2018IEEE Internet of Things Magazine50 citations
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Adapting Semantic Sensor Networks for Smart Building Diagnosis
J. Ploennigs, Anika Schumann, F. Lécué
2014International Workshop on the Semantic Web47 citations Open access
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An Application of 3D Model Reconstruction and Augmented Reality for Real-Time Monitoring of Additive Manufacturing
Ammar Malik, H. Lhachemi, J. Ploennigs, Amadou Ba +1 more
2019Procedia CIRP44 citations Open access
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Towards automating the deployment of energy saving approaches in buildings
Anika Schumann, J. Ploennigs, Bernard Gorman
2014International Conference on Systems for Energy-Efficient Built Environments42 citations
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Performance analysis of the EnOcean wireless sensor network protocol
J. Ploennigs, U. Ryssel, K. Kabitzsch
20102010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010)41 citations
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Exploiting Generalized Additive Models for Diagnosing Abnormal Energy Use in Buildings
J. Ploennigs, Bei Chen, Anika Schumann, Niall Brady
2013BuildSys@SenSys37 citations
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Detecting Activities of Daily Living with Smart Meters
J. Clement, J. Ploennigs, K. Kabitzsch
201433 citations
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Automatic library migration for the generation of hardware-in-the-loop models
U. Ryssel, J. Ploennigs, K. Kabitzsch
2012Science of Computer Programming28 citations Open access
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Forecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning
Nilavra Pathak, Amadou Ba, J. Ploennigs, Nirmalya Roy
2018International Conference on Smart Computing26 citations Open access
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Automated modeling and analysis of CSMA-type access schemes for building automation networks
J. Ploennigs, P. Buchholz, Mario Neugebauer, K. Kabitzsch
2006IEEE Transactions on Industrial Informatics26 citations
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The IOT mediated built environment: A brief survey
Jan Haase, Mahmoud A. Alahmad, H. Nishi, J. Ploennigs +1 more
2016International Conference on Industrial Informatics24 citations
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Evaluation of Energy Costs for Single Hop vs. Multi Hop with Respect to Topology Parameters
Mario Neugebauer, J. Ploennigs, K. Kabitzsch
2006IEEE International Workshop on Factory Communication Systems21 citations
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Realizing the Automated Design of Building Automation Systems
Henrik Dibowski, C. Oezluek, J. Ploennigs, K. Kabitzsch
20062006 4th IEEE International Conference on Industrial Informatics20 citations
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Statistical Anomaly Detection in Mean and Variation of Energy Consumption
Bei Chen, M. Sinn, J. Ploennigs, Anika Schumann
2014International Conference on Pattern Recognition19 citations
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Analyse building performance data for energy-efficient building operation
A. Ahmed, J. Ploennigs, Y. Menzel
200919 citations
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Open BMS - IoT driven architecture for the internet of buildings
Alan Mcgibney, Susan Rea, J. Ploennigs
2016Annual Conference of the IEEE Industrial Electronics Society18 citations
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A simple PI controller tuning rule for sensor energy efficiency with level-crossing sampling
Burkhard Hensel, J. Ploennigs, V. Vasyutynskyy, K. Kabitzsch
2012International Multi-Conference on Systems, Sygnals & Devices18 citations
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Smart Meter: Detect and Individualize ADLs
J. Clement, J. Ploennigs, K. Kabitzsch
201218 citations
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Comparison of energy-efficient sampling methods for WSNs in building automation scenarios
J. Ploennigs, V. Vasyutynskyy, K. Kabitzsch
2009IEEE Conference on Emerging Technologies and Factory Automation17 citations
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Designing building automation systems using evolutionary algorithms with semi-directed variations
A. C. Oezluek, J. Ploennigs, K. Kabitzsch
2010IEEE International Conference on Systems, Man and Cybernetics16 citations
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Semantic Device and System Modeling for Automation Systems and Sensor Networks
Henrik Dibowski, J. Ploennigs, M. Wollschlaeger
2018IEEE Transactions on Industrial Informatics15 citations
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An adaptive PI controller for room temperature control with level-crossing sampling
Burkhard Hensel, V. Vasyutynskyy, J. Ploennigs, K. Kabitzsch
2012Proceedings of 2012 UKACC International Conference on Control15 citations
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Automating computational design with generative AI
J. Ploennigs, Markus Berger
2023Civil Engineering Design14 citations Open access
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Which tool to use? Grounded reasoning in everyday environments with assistant robots
Lydia Fischer, Stephan Hasler, Joerg Deigmoeller, Thomas Schnuerer +7 more
2018CogRob@KR14 citations
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Semantic Diagnosis Approach for Buildings
J. Ploennigs, Michael Maghella, Anika Schumann, Bei Chen
2017IEEE Transactions on Industrial Informatics14 citations
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Analysis of batteries in the built environment an overview on types and applications
Jan Haase, Fares AlJuheshi, H. Nishi, J. Ploennigs +3 more
2017Annual Conference of the IEEE Industrial Electronics Society13 citations
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e2-Diagnoser: A System for Monitoring, Forecasting and Diagnosing Energy Usage
J. Ploennigs, Bei Chen, Paulito Palmes, Raymond Lloyd
20142014 IEEE International Conference on Data Mining Workshop12 citations
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Scaling Knowledge Graphs for Automating AI of Digital Twins
J. Ploennigs, Konstantinos Semertzidis, Fabio Lorenzi, Nandana Mihindukulasooriya
2022International Workshop on the Semantic Web11 citations Open access
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Holistic design of wireless building automation systems
J. Ploennigs, Henrik Dibowski, U. Ryssel, K. Kabitzsch
2011IEEE International Conference on Emerging Technologies and Factory Automation11 citations Open access
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Automated Configuration of Heterogeneous Graph Neural Networks With a Semantic Math Parser for IoT Systems
Amadou Ba, Karol Lynch, J. Ploennigs, Ben Schaper +2 more
2023IEEE Internet of Things Journal10 citations
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Extending Semantic Sensor Networks for Automatically Tackling Smart Building Problems
J. Ploennigs, Anika Schumann, F. Lécué
2014European Conference on Artificial Intelligence10 citations Open access
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Wireless, collaborative virtual sensors for thermal comfort
J. Ploennigs, Burkhard Hensel, K. Kabitzsch
2010BuildSys@SenSys10 citations
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Reasoning of feature models from derived features
U. Ryssel, J. Ploennigs, K. Kabitzsch
2012International Conference on Generative Programming: Concepts and Experiences9 citations
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Diagnosis and Consulting for Control Network Performance Engineering of CSMA-Based Networks
J. Ploennigs, Mario Neugebauer, K. Kabitzsch
2008IEEE Transactions on Industrial Informatics9 citations
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Quantum and quantum-inspired computing in civil engineering
J. Ploennigs, Kay Smarsly, Markus Berger, K. Dragos +1 more
2026Advanced Engineering Informatics8 citations Open access
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