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making a "haunted staircase" for halloween using a touch board & ableton live
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survey launched: please help us to design a competition for energy disaggregation algorithms!
a competition for energy disaggregation algorithms
phd thesis submitted!
may 2016 release of uk-dale
please help design a competition for energy disaggregation algorithms!
books with strong female characters suitable for 4 to 5 yearolds
portable air quality monitors for cyclists
simplifying nilmtk
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please shoot holes in this proposal! what won't work for you? what's impractical? what's unfair? what opens the competition up to cheating? how can we make the competition more attractive to researchers? how can we make the competition more informative for the community? how can we simplify the process?
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please shoot holes in this proposal! what won't work for you? what's impractical? what's unfair? what opens the competition up to cheating? how can we make the competition more attractive to researchers? how can we make the competition more informative for the community? how can we simplify the process?
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skip to main content #main-content
jack kelly /
blog /blog
publications /academic_writing
about /about
contact /contact
filmmaking & web design /filmmaking
children /taxonomy/term/133
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disaggregation /taxonomy/term/130
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heating /tags/heating
insulation /tags/insulation
latex /tags/latex
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making /taxonomy/term/146
msc /tags/msc
nilm /taxonomy/term/139
nilmtk /taxonomy/term/140
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making a "haunted staircase" for halloween using a touch board & ableton live /making_a_haunted_staircase_for_halloween_using_a_touch_board
read more about making a "haunted staircase" for halloween using a touch board & ableton live /making_a_haunted_staircase_for_halloween_using_a_touch_board
jack's blog /blog/1
simulating disaggregated electricity data /simulating_disaggregated_electricity_data
read more about simulating disaggregated electricity data /simulating_disaggregated_electricity_data
jack's blog /blog/1
survey launched: please help us to design a competition for energy disaggregation algorithms! /survey_launched_please_help_us_to_design_a_competition_for
read more about survey launched: please help us to design a competition for energy disaggregation algorithms! /survey_launched_please_help_us_to_design_a_competition_for
jack's blog /blog/1
a competition for energy disaggregation algorithms /a_competition_for_energy_disaggregation_algorithms
read more about a competition for energy disaggregation algorithms /a_competition_for_energy_disaggregation_algorithms
jack's blog /blog/1
phd thesis submitted! /phd_thesis_submitted
read more about phd thesis submitted! /phd_thesis_submitted
jack's blog /blog/1
may 2016 release of uk-dale /may_2016_release_of_ukdale
read more about may 2016 release of uk-dale /may_2016_release_of_ukdale
jack's blog /blog/1
please help design a competition for energy disaggregation algorithms! /please_help_design_a_competition_for_energy_disaggregation
read more about please help design a competition for energy disaggregation algorithms! /please_help_design_a_competition_for_energy_disaggregation
jack's blog /blog/1
books with strong female characters suitable for 4 to 5 yearolds /books_with_strong_female_characters_suitable_for_4_to_5_yearolds
read more about books with strong female characters suitable for 4 to 5 yearolds /books_with_strong_female_characters_suitable_for_4_to_5_yearolds
jack's blog /blog/1
portable air quality monitors for cyclists /portable_air_quality_monitors_for_cyclists
read more about portable air quality monitors for cyclists /portable_air_quality_monitors_for_cyclists
jack's blog /blog/1
simplifying nilmtk /simplifying_nilmtk
read more about simplifying nilmtk /simplifying_nilmtk
jack's blog /blog/1
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Linki zewnętrzne

code on github https://github.com/jackkelly
my papers on google scholar http://scholar.google.co.uk/citations?sortby=pubdate&hl=en&user=z9l0tgsaaaaj&view_op=list_works
my papers on arxiv http://arxiv.org/a/kelly_j_1
twitter http://twitter.com/#!/jack_kelly
linkedin http://www.linkedin.com/in/jackkelly0
my reference library (current) https://github.com/jackkelly/reference-library
my old reference library on mendeley (not updated) http://www.mendeley.com/groups/3295941/jack-kelly-s-disaggregation-library/
my old reference library on zotero (not updated) https://www.zotero.org/jack_kelly/items
flickr photos http://www.flickr.com/photos/37816297@n06/
gitxiv http://gitxiv.com/users/jackkelly
research gate https://www.researchgate.net/profile/jack_kelly9
- https://www.flickr.com/photos/37816297@n06/31053583316
p1040124
https://www.flickr.com/photos/37816297@n06/31053583316
jack kelly https://www.flickr.com/people/37816297@n06/
won the bare conductive halloween competition https://twitter.com/bareconductive/status/806513603922706433
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fmaking_a_haunted_staircase_for_halloween_using_a_touch_board&title=making%20a%20%22haunted%20staircase%22%20for%20halloween%20using%20a%20touch%20board%20%26%20ableton%20live
20 public datasets listed on the nilm wiki http://wiki.nilm.eu/index.php?title=nilm_datasets
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fsimulating_disaggregated_electricity_data&title=simulating%20disaggregated%20electricity%20data
this survey https://docs.google.com/forms/d/e/1faipqlsci1gwr44orbpimhom88gwavppky8fvj8-bopc5jogaeye10g/viewform
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fsurvey_launched_please_help_us_to_design_a_competition_for&title=survey%20launched%3a%20please%20help%20us%20to%20design%20a%20competition%20for%20energy%20disaggregation%20algorithms%21
a survey on the design of a competition for energy disaggregation algorithms https://docs.google.com/forms/d/e/1faipqlsci1gwr44orbpimhom88gwavppky8fvj8-bopc5jogaeye10g/viewform
the relevant thread on the energy disaggregation google group https://groups.google.com/forum/#!msg/energy-disaggregation/4i9rhmpkmty/nvsnrqh1eaaj
the proposed nilm competition https://docs.google.com/document/d/1cgoinnkcnafpo7lci0dv7ailik3xz7rjq_mbbh0wwrq/edit?usp=sharing
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fa_competition_for_energy_disaggregation_algorithms&title=a%20competition%20for%20energy%20disaggregation%20algorithms
disaggregation of domestic smart meter energy data https://www.dropbox.com/s/0ifdshqu99l0zcz/thesis-complete.pdf?dl=0
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fphd_thesis_submitted&title=phd%20thesis%20submitted%21
uk-dale dataset https://www.doc.ic.ac.uk/~dk3810/data/
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fmay_2016_release_of_ukdale&title=may%202016%20release%20of%20uk-dale
large scale visual recognition challenge http://www.image-net.org/challenges/lsvrc/
outline one way this could work https://docs.google.com/document/d/1cgoinnkcnafpo7lci0dv7ailik3xz7rjq_mbbh0wwrq/edit
the draft proposal is available on google docs https://docs.google.com/document/d/1cgoinnkcnafpo7lci0dv7ailik3xz7rjq_mbbh0wwrq/edit
the mailing list discussion https://groups.google.com/forum/#!topic/energy-disaggregation/4i9rhmpkmty
email me http://jack-kelly.com/contact
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fplease_help_design_a_competition_for_energy_disaggregation&title=please%20help%20design%20a%20competition%20for%20energy%20disaggregation%20algorithms%21
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fbooks_with_strong_female_characters_suitable_for_4_to_5_yearolds&title=books%20with%20strong%20female%20characters%20suitable%20for%204%20to%205%20yearolds
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fportable_air_quality_monitors_for_cyclists&title=portable%20air%20quality%20monitors%20for%20cyclists
a 'simplify' label https://github.com/nilmtk/nilmtk/labels/simplify
replace nilmtk's out-of-core code with blaze https://github.com/nilmtk/nilmtk/issues/248
nilmtk should interact with other python tools more smoothly https://github.com/nilmtk/nilmtk/issues/479
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fsimplifying_nilmtk&title=simplifying%20nilmtk

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skip to main content jack kelly computer science researcher interested in mitigating climate change; open science; parenting & enabling kids to create things search form search main menu blog publications about contact filmmaking & web design my profiles on other sites code on github my papers on google scholar my papers on arxiv twitter linkedin my reference library (current) my old reference library on mendeley (not updated) my old reference library on zotero (not updated) flickr photos gitxiv research gate categories children climate science currentcost disaggregation filmmaking green diary heating insulation latex linux making msc nilm nilmtk notes phd photography programming smart meters student project more user login username * password * create new account request new password add note to prevent automated spam submissions leave this field empty. social login blog making a "haunted staircase" for halloween using a touch board & ableton live submitted by jack on fri, 18/11/2016 - 15:52 p1040124 1 month ago by jack kelly for halloween 2016, we made a "haunted staircase". spooky sounds were triggered as unsuspecting trick-or-treaters walked up the stairs outside our house. this project won the bare conductive halloween competition! this blog post describes how we made our staircase... (the photo above was taken by my wife, ginnie) here's a video of the final result, as demonstrated by my five year-old daughter, olive: read more about making a "haunted staircase" for halloween using a touch board & ableton live jack's blog simulating disaggregated electricity data submitted by jack on thu, 03/11/2016 - 12:31 to do rigorous nilm research, we need lots of high-quality disaggregated electricity data. this is especially true if we want to run a good nilm competition. there are now 20 public datasets listed on the nilm wiki. but all real data suffers from problems which make it problematic for use in a nilm competition. these problems include: read more about simulating disaggregated electricity data jack's blog survey launched: please help us to design a competition for energy disaggregation algorithms! submitted by jack on mon, 10/10/2016 - 11:42 we are working on a competition for energy disaggregation algorithms. please help us to design this competition by filling in this survey! read more about survey launched: please help us to design a competition for energy disaggregation algorithms! jack's blog a competition for energy disaggregation algorithms submitted by jack on tue, 27/09/2016 - 12:07 now that i've (finally!) submitted my phd thesis, i can focus on designing and implementing a competition for energy disaggregation algorithms. edf energy have kindly given me post-doc funding from now until the end of december 2016 to work on the nilm competition. the broad plan is to first consult with the nilm community and create a specification for the nilm competition which works for everyone. then i plan to implement a web application which can run the nilm competition. right now, i'm writing a survey on the design of a competition for energy disaggregation algorithms. the aim of the survey is to systematically collect feedback about the design of the competition. i plan to launch the survey soon. prior to the launch, i'm really eager to hear feedback on the survey itself. for example: is the survey missing any vital questions? do some questions not provide sufficient options? do some questions not make sense?! please note that, prior to the launch of the survey, my aim is to get feedback on the design of the survey itself. so please don't actually submit any answers yet! feel free to select options and click "next" but just please don't click "submit" at the end of the survey. i'll write another blog post when the survey is ready to accept answers. it's probably best to provide feedback about the survey in public on the relevant thread on the energy disaggregation google group. if you want your feedback to be private then, by all means, email me directly at jack.kelly@imperial.ac.uk! and please do get in touch if you have feedback on any aspect of the proposed nilm competition. read more about a competition for energy disaggregation algorithms jack's blog phd thesis submitted! submitted by jack on thu, 01/09/2016 - 15:57 last night i submitted my phd thesis on "disaggregation of domestic smart meter energy data"! hurray! read more about phd thesis submitted! jack's blog may 2016 release of uk-dale submitted by jack on mon, 13/06/2016 - 11:57 i've just updated my uk-dale dataset with the latest data. house 1 now has 3.5 years of data! read more about may 2016 release of uk-dale jack's blog please help design a competition for energy disaggregation algorithms! submitted by jack on tue, 07/06/2016 - 15:55 has disaggregation accuracy improved since the 1980s? which algorithms are most accurate for a given use-case? which (if any) use-cases are well served by nilm already? it's pretty much impossible to answer any of these questions with confidence (unless you only consider the tiny number of algorithms for which you have access to executable code). we can't directly compare published results across papers because, when testing the disaggregation accuracy of nilm algorithms, each paper uses different datasets, different metrics, different pre-processing, etc. this means that we can't measure progress over time. nor can we decide which nilm algorithms are most promising and which might be dead-ends. these are bad problems. let's work towards fixing them. some other machine learning communities have had great success running yearly competitions. for example, the imagenet "large scale visual recognition challenge" has been running yearly since 2010. some regard this competition as having played a crucial role in the recent dramatic increase in the accuracy of image classification algorithms. the idea of running a nilm competition has been rumbling around for several years. but designing and implementing a nilm competition is hard. the community uses sample rates ranging from monthly to mhz. no single metric is informative for all use-cases. collecting ground truth data (the power demand of individual appliances) is expensive and time-consuming. maybe we can pull this off. the first step is to decide on a design which will work for everyone. to give us something concrete to debate, we'll outline one way this could work. this is not meant to be definitive! think of this as the dna for a clumsy, inefficient animal 500 million years ago. together, we need to evolve this design into an elegant, efficient beast, well adapted to its environment. please shoot holes in this proposal! what won't work for you? what's impractical? what's unfair? what opens the competition up to cheating? how can we make the competition more attractive to researchers? how can we make the competition more informative for the community? how can we simplify the process? the draft proposal is available on google docs. i've linked to a google doc rather than copying-and-pasting the proposal into this post so that we can update the proposal as the discussion develops. please add your comments either to the mailing list discussion; or to the google doc (please sign your comment with your name; unless you deliberately want to be anonymous); or if you want to keep your comment private then email me. thanks, (in no particular order) jack, mario, oli, stephen, grant, marco, peter read more about please help design a competition for energy disaggregation algorithms! jack's blog books with strong female characters suitable for 4 to 5 yearolds submitted by jack on mon, 06/06/2016 - 11:39 a couple of weeks ago i wrote a rant on facebook where i asked for recommendations for "books with strong female characters which are suitable for 4 to 5 yearolds. characters who can think for themselves. and get shit done. without a prince. or without trying to impress a prince." i got loads of great suggestions from my friends. and these suggestions came in several different ways (chatting over coffee, facebook comments etc). so this blog post an attempt to maintain a list of links on the topic of "books with strong female characters". read more about books with strong female characters suitable for 4 to 5 yearolds jack's blog portable air quality monitors for cyclists submitted by jack on tue, 24/05/2016 - 15:02 i cycle 14 miles each day in london (7 miles each way). i'm getting increasingly worried that i'm breathing in lots of bad stuff. i love my cycle ride into work: it's the best way to get my brain working in the morning. so i'm not planning to stop cycling. but i would like to figure out which route into work is least polluted. read more about portable air quality monitors for cyclists jack's blog simplifying nilmtk submitted by jack on tue, 09/02/2016 - 09:46 nilmtk is now over two years old. having had a chance to use it as a user (rather than a developer), and also having had a chance to take a step back from nilmtk development, it feels like there are quite a few opportunities to simplify the nilmtk code base, without modifying the public api much (although the public api probably could also do with some tidying up - but if we were to do that then we'd be careful to slowly make functions deprecated rather than just strip stuff out straight away). the nilm issue queue now has a 'simplify' label to indicate which issues are to do with, well, making nilmtk more simple! the two main ideas are: replace nilmtk's out-of-core code with blaze nilmtk should interact with other python tools more smoothly please do let me know your thoughts (ideally on the issue queue rather than on this blog post). the core nilmtk developers are really busy at the moment so these ideas definitely won't be implemented any time soon - and may never be implemented. but it would be great to hear your opinions. and, of course, we'd try very hard not to modify the public api unless it really needs to be modified. read more about simplifying nilmtk jack's blog pages1 2 3 4 5 6 7 8 9 … next › last »


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