Gerrit Bode

Gerrit Bode
aedifion GmbH

Master of Science

About

20
Publications
3,035
Reads
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115
Citations
Additional affiliations
August 2015 - present
RWTH Aachen University
Position
  • Research Associate

Publications

Publications (20)
Article
Full-text available
The application of fault detection and diagnosis (FDD) algorithms in building energy management systems (BEMS) has great potential to increase the efficiency of building energy systems (BES). The usage of supervised learning algorithms requires time series depicting both nominal and component faulty behaviour for their training. In this paper, we i...
Conference Paper
Modern buildings, as well as sites and even city districts , accumulate large amounts of data collected by monitoring and energy management systems. With the integration these data systems into more and more buildings and districts, the amount of data available to the operators of these districts increases dramatically. At a certain point, the chec...
Article
Buildings are responsible for a large portion of the overall energy consumption. With the rising penetration of renewable energies, the heating and cooling demand of buildings will be increasingly satisfied by heat pumps. However, faults in the heat pump systems reduce energy efficiency or cause system failure, leading to an increased demand for pr...
Article
Full-text available
Building automation and control systems (BAS) have become a common part of non-residential buildings in the past decades. However, many automation systems rely on severely outdated technology that render it challenging, if not impossible, to implement recently developed, advanced building control approaches. By contrast, recent developments in clou...
Article
Full-text available
The rise of extensive monitoring systems and the availability of low-cost sensors as well as affordable computing power has led to the development of various big data and simulation model applications in the building sector. Nevertheless, many of these promising approaches face a common hindrance for the widespread application. In case of the big d...
Conference Paper
Building automation and control systems (BAS) have become a common part of non-residential buildings in the past decades. However, many automation systems rely on severely outdated technology that render it challenging, if not impossible, to implement recently developed, advanced building control approaches. By contrast, recent developments in clo...
Conference Paper
The rise of extensive monitoring systems and the availability of low-cost sensors as well as affordable computing power has led to the development of various big data and simulation model applications in the building sector. Nevertheless, many of these promising approaches face a common hindrance for the widespread application. In case of the big...
Conference Paper
Buildings are responsible for a large portion of the overall energy consumption. With the rising penetration of renewable energies, the heating and cooling demand of buildings will be increasingly satisfied by heat pumps. However, faults in the heat pump systems reduce energy efficiency or cause system failure, leading to an increased demand for pr...
Conference Paper
With the steadily increasing number of installed Building Automation and Control Systems (BACS) and the related databases, data-processing and data-driven system evaluation are becoming increasingly important in the field of building automation. Reliable data is mandatory for designing control logics as well as for analysing and reducing the operat...
Article
Structured data of all sensors and actuators are a requirement for decisions about control strategies and efficiency optimization in Building Automation. In practice, the analysis of data is a challenging and time-consuming task. In previous work, it has been demonstrated that classification algorithms may reach high classification accuracies when...
Article
Der Gebäudesektor steht heute vor einer zunehmenden Komplexität bei der Planung und dem Be-trieb von Gebäudeenergiesystemen. Eine geeignete Implementierung der Gebäudeautomation (GA) für solche Systeme ist daher zeitaufwendig und teuer. Um den Implementierungsaufwand zu reduzieren, ist eine strukturierte Steuerungsentwicklung mit wiederverwendbarem...
Conference Paper
Due to the rising number of electric cars and bikes, the number of used batteries returned to dealers and recycling plants is expected to increase greatly. However, these batteries, while no longer fit for applications where high power and energy density are mandatory, do not need to be recycled in every case. In many cases, the remaining capacity...
Conference Paper
The amount of installed Building Automation and Control Systems (BACS) in Germany has steadily grown for the past years. However, the suboptimal operation of BACS and the related Building Energy Systems is responsible for energy losses and comfort limitations in a significant amount of automated non-residential buildings. With the growing amount of...
Article
The development of control strategies is a challenge for optimal use of low-temperature heat in complex energy systems. In the energy system of the considered building, several different combinations of active system components lend themselves to supply a given energy demand. Within preceding research, we transformed the considered building into a...
Article
Full-text available
The expanding contribution of volatile energy sources is a challenge for the balanced and stable operation of the electrical grid. Demand side management, i.e. meaning increasing or lowering the consumption according to the supply available from renewable sources, is a viable option to stabilize grid operation. In this paper, we discuss the proposa...
Conference Paper
Full-text available
Rapid urbanization leads to a concentration of energy consumption within cities. Therefore, city systems offer great potential for energy savings and greenhouse gas emission reduction. In this paper, we describe a methodology for city district energy system modeling and simulation. A PostgreSQL database (DB) builds the tool core. The DB is linked t...

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Projects

Projects (4)
Project
Automate the process from the creation BIM-Models to energy efficient cloud automation for buildings.
Project
Developing the next generation of building automation systems and bringing the German industry on board. https://nextgenbat.de/
Project
The project Energy Local Storage Advanced system (ELSA) brings distributed storage solutions to maturity. Its objective is to enable their integration into the energy system and their commercial use. ELSA addresses existing development needs by combining 2nd life batteries with an innovative local ICT-based Energy Management System in order to develop a low-cost, scalable and easy-to-deploy battery energy storage system. For more information visit https://www.elsa-h2020.eu The project Energy Local Storage Advanced system (ELSA) receives funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 646125.