Approved
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Pending +
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DueDate
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12 May 2022 +
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Keywords
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Fog computing +
, Edge computing +
, Privacy +
, Services +
, Smart Home +
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Methods
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The tools and methods in this thesis are b … The tools and methods in this thesis are based on
* A set of scenario, describing the challenges
* A list of requirements being extracted from the scenarios
* A description and evaluation of technologies and tools being candidates for solutions
* A functional architecture/description of the envisaged system
* An implementation of the core concepts
* A demonstration of the solution
* An evaluation of the solution, including a critical review of the descisions taken earlier
* Conclusions
* Referencess taken earlier
* Conclusions
* References +
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Objective
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Future Homes have the opportunity to be ad … Future Homes have the opportunity to be adaptive to the quality of the electricity grid. By monitoring the energy consumption on fuse-level every 10 seconds, one can generate energy profiles of private homes. Current regulations suggest a reading of power values 1/hour, or in maximum every 15 min. Given a high-frequency reading of power consumption (1/10s, 1/min) might give an opportunity to introduce new services.
Given the size of the work, several theses can be performed on the topic:
# Establish the low-power monitoring infrastructure in the home (Raspberry Pi/Arduino and ModBus to read from Power Taggs)
# Create the public source database for energy consumption, combining high-resolution energy data with 3rd party information such as weather data
# Establish the AI infrastructure for analysis of the electricity data
# Monitoring the home energy distribution - Feature extraction through AI
# Potential of contributions from private homes to energy stability
# Wireless control systems for home appliances to support the energy transition
# Security and privacy assessment of wireless in-house control systems for energy appliances
The assessment will be based on high-frequency consumption data from actual smart meters and power taggs by fuse level, as well as modelling of services.e level, as well as modelling of services. +
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Pre-Knowledge
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This thesis includes a reasonable amount of programming. The envisaged thesis involved security and semantics. +
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Schedule
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The envisaged time schedule (for a long th … The envisaged time schedule (for a long thesis/60 ECTS) is:
:T0 0 starting month, T0+m denotes the month where the contribution to a certain chapter shalle be finalized
:T0+2 months: create an initial page describing the scenario
:T0+3: Provide a list of technologies which you think are necessary for the thesis
:T0+4: Establish the table of content (TOC) of the envisaged thesis. Each section shall contain 3-10 keywords describing the content of that section
:T0+7: Provide a draft of section 2 (scenario) and 3 (technologies)
:T0+10: Establish a draft on what to implement/architecture
:T0+11: Set-up an implementation, testing and evaluation plan
:T0+15: Evaluate your solution based on a set of parameters, keep in mind <i>there is no such thing as a free lunch</i>
:T0+17: Deliver the thesislunch</i>
:T0+17: Deliver the thesis +
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Supervisor
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Josef Noll +
, György Kálmán +
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ThesisStatus
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Planned +
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Titel
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Potential of contributions from private homes to energy stability (thesis #5/7) +
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User
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N.n. +
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Creation dateThis property is a special property in this wiki.
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1 June 2021 14:49:10 +
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Categories |
Thesis +
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Modification dateThis property is a special property in this wiki.
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1 June 2021 14:49:10 +
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