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Titleblog | jack kelly

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Description computer science phd student interested in energy efficiency, cameras, climate science, parenting and stuff like that

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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
climate science /tags/climate_science
currentcost /taxonomy/term/121
disaggregation /taxonomy/term/130
filmmaking /tags/filmmaking
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heating /tags/heating
insulation /tags/insulation
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making /taxonomy/term/146
msc /tags/msc
nilm /taxonomy/term/139
nilmtk /taxonomy/term/140
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photography /tags/photography
programming /taxonomy/term/113
smart meters /tags/smart_meters
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phd thesis is all done! /phd_thesis_is_all_done
read more about phd thesis is all done! /phd_thesis_is_all_done
jack's blog /blog/1
how to mitigate climate change using computer science? /how_to_mitigate_climate_change_using_computer_science
read more about how to mitigate climate change using computer science? /how_to_mitigate_climate_change_using_computer_science
jack's blog /blog/1
results from the energy disaggregation competition survey are now public! /results_from_the_energy_disaggregation_competition_survey_are
read more about results from the energy disaggregation competition survey are now public! /results_from_the_energy_disaggregation_competition_survey_are
jack's blog /blog/1
not currently working on the energy disaggregation competition /not_currently_working_on_the_energy_disaggregation_competition
read more about not currently working on the energy disaggregation competition /not_currently_working_on_the_energy_disaggregation_competition
jack's blog /blog/1
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
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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
my phd thesis 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_is_all_done&title=phd%20thesis%20is%20all%20done%21
climate change mitigation for hackers https://github.com/jackkelly/climate-change-mitigation
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fhow_to_mitigate_climate_change_using_computer_science&title=how%20to%20mitigate%20climate%20change%20using%20computer%20science%3f
summary results for the energy disaggregation competition survey are now public https://docs.google.com/forms/d/12rmphurf6kxtemgwvj8ax2qi_nau7l6ebjho_2f7s_i/viewanalytics
spreadsheet of these same results is also available https://docs.google.com/spreadsheets/d/1cz4hxwy9ymtdkqh-udvpv4n6w8rl_8x5pgtwkk_j5re/edit?usp=sharing
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fresults_from_the_energy_disaggregation_competition_survey_are&title=results%20from%20the%20energy%20disaggregation%20competition%20survey%20are%20now%20public%21
- https://www.addtoany.com/share_save#url=http%3a%2f%2fjack-kelly.com%2fnot_currently_working_on_the_energy_disaggregation_competition&title=not%20currently%20working%20on%20the%20energy%20disaggregation%20competition
- 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

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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 * request new password add note to prevent automated spam submissions leave this field empty. social login blog phd thesis is all done! submitted by jack on tue, 25/04/2017 - 14:54 my phd examiners were happy with the minor corrections i made to my phd thesis! so i'm all done with my phd thesis :) read more about phd thesis is all done! jack's blog how to mitigate climate change using computer science? submitted by jack on fri, 31/03/2017 - 11:00 the question of how best to mitigate climate change using computer science is something i ponder a lot. so i've started keeping a list of ideas on github: climate change mitigation for hackers. please do suggest additions or edits! read more about how to mitigate climate change using computer science? jack's blog results from the energy disaggregation competition survey are now public! submitted by jack on fri, 31/03/2017 - 09:26 the summary results for the energy disaggregation competition survey are now public! (i've removed the email addresses; but all the other results are now public!) a spreadsheet of these same results is also available. read more about results from the energy disaggregation competition survey are now public! jack's blog not currently working on the energy disaggregation competition submitted by jack on wed, 29/03/2017 - 09:29 towards the end of last year, i was lucky enough to have a short postdoc paid for by edf energy. the main focus of the postdoc was on looking at ways to design a competition to compare the performance of different disaggregation algorithms. this postdoc finished in january 2017 so i am not currently working on the disaggregation competition (although i strongly believe that finding a good way to compare nilm algorithms is one of the most important unsolved problems in nilm). very briefly: the main challenge in designing a nilm competition is getting enough clean, private testing data. it turns out that the performance of nilm algorithms can be quite inconsistent across houses: an algorithm might work well on some houses; but on other houses that same algorithm might work badly. also, one of the promising uses of nilm is to identify "extreme" energy behaviour (such as leaving your electric oven on constantly just in case you fancy doing some baking). identifying "extreme" behaviour is useful because users can save large sums of money with a single, simple change in behaviour. but - by definition - "extreme" behaviour is rare. hence we need a large testing dataset (maybe 100 houses) to be confident that we're accurately capturing the performance of each algorithm; and that each algorithm can recognise "extreme" energy behaviour. recording this quantity of real data would be very expensive and time consuming. hence we could consider building a high-quality simulator to generate realistic data. but this raises a whole host of additional challenges! read more about not currently working on the energy disaggregation competition jack's 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 pages1 2 3 4 5 6 7 8 9 … next › last »


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