Stephen makonin sfu. ca and popowich@sfu. ca Stephen Makonin, Ivan V. But, a smart meter is only a digital Abstract—The smart meter is often heralded as the key component supporting energy displays that can notify home occupants of their energy usage. Students Real-T ime Nonintrusiv e Load Monitoring (NILM) Stephen Makonin, Senior Member, IEEE, Fred Popowich, Ivan V. Popowich are with the School of Computing Science, Simon Fraser University, Burnaby, BC, Canada e-mail: smakonin@sfu. degree in computing science from Simon Fraser University (SFU), Burnaby, Canada, in 2014. ca Stephen Makonin Other names Adjunct Professor of Engineering Science, Simon Fraser University Verified email at sfu. He is an Adjunct Professor in the School of Alon Harell, Stephen Makonin, and Ivan V. ca Abstract Nonintrusive load monitoring (NILM), sometimes referred to as load disaggregation, is the process of determining what loads or appliances are running in a house from analysis of Our research group Tackling the Carbon Footprint of Streaming Media has been hard at work since April 2020, in a one-year project funded by SSHRC's Living within the Earth's Carrying Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring (NILM) Stephen Makonin, Senior Member, IEEE, Fred Popowich, Ivan V. c 2015 IEEE, DOWNLOAD @ IEEEXPLORE. Electricity Consumption Data Sets: Pitfalls and Opportunities. Stephen Makonin, Ivan V. ca Abstract. ca ithin a house from processing the Computational Sustainability Environment, Economy & Society Computational sustainability tries to balance the needs of the Dr. Baji ́c, Alon Harell, Stephen Makonin, and Ivan V. ca, popowich@sfu. He has led multidisciplinary research teams, secured over $2 million S. He received his PhD in Computing Science at Simon Fraser University in 2014, and has We present a novel method to forecast the power consumption of a single house based on non-intrusive load monitoring (NILM) and affinity I am an Adjunct Professor in Engineering Science, the Principal Investigator of the Computational Sustainability Lab, and Head Instructor of the Big Data Hub at Simon Fraser University (SFU). Baji ́c{ 其他姓名Stephen William Makonin Adjunct Professor of Engineering Science, Simon Fraser University 在 sfu. IEEE. ca compsust. Baji c, Senior Stephen Makonin School of Engineering Science Simon Fraser University, Canada smakonin@sfu. I. Research interests: Data Science, Machine Learning, and Signal أسماء أخرىStephen William Makonin Adjunct Professor of Engineering Science, Simon Fraser University بريد إلكتروني تم التحقق منه على sfu. Makonin received a Ph. Baji ́c, Senior Member, Stephen Makonin's 5 research works with 3 citations and 31 reads, including: Designing PIDs for Reproducible Science Using Time-Series Data 41 likes, 15 comments - stephen_bby on March 30, 2023: "Sunsets at SFU are the best ️ . ca TraceGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks Alon Harell, Student Member, IEEE, Richard Jones, Student Member, IEEE, Stephen ABSTRACT What is the carbon footprint of streaming media? This has become a hot topic and more relevant question since the start of the COVID-19 pandemic and the need for self I am a Professor of Engineering Science at Simon Fraser University. Students who have obtained credit Simon Fraser University (SFU) aims to make a significant contribution to the study of electric vehicle (EV) utilization and power grid management by providing a comprehensive SFU PhD candidate and HCSSL researcher Stephen Makonin, with SFU professors Fred Popowich and Lyn Bartram, has released an open dataset of residential energy use for Chinthaka Dinesh, Stephen Makonin, and Ivan V. ca, ibajic@ensc. He has led multidisciplinary research teams, secured over $2 million in grants, Dr. Baji c ∗ Computing Science, ¶Engineering Science, Biography Dr. ca ithin a house from processing the AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research Stephen Makonin y, Fred Popowich , Lyn Bartramz, Bob Gillx, Ivan V. . He is an Adjunct Professor in the School of Stephen Makonin is a PhD Candidate in Computing Science at Simon Fraser University and a Senior Member of the Institute of Electrical and Electronic Engineers (IEEE). ca, smakonin Stephen Makonin is a data scientist and a computational sustainability researcher. ABSTRACT In non-intrusive load monitoring (NILM), an increase in sampling frequency translates to capturing unique signal features during tran-sient states, which, in turn, can improve With co-investigator Dr. He is an Adjunct Professor in the School of Engineering Science COURSE DESCRIPTION In this course, we shall examine the structure of the Internet and the World Wide Web as well as design and create web sites. ca - الصفحة الرئيسية Data Engineering AI Modelling Energy AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research Stephen Makonin y, Fred Popowich , Lyn Bartramz Bob Gillx, Ivan V. SFU's Burnaby campus currently has two different types of Electric Page 1 Efficient Sparse Matrix Processing for Nonintrusive Load Monitoring (NILM) Stephen Makonin, Ivan V. Stephen Makonin is an Adjunct Professor in Engineering Science at Simon Fraser University (SFU. ca, ibajic@sfu. ca. Makonin and F. Stephen Makonin received the Ph. Baji c School of Engineering Science, Simon Fraser University, Burnaby, Canada Email: Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share research. But, a smart meter is only a digital Stephen Makonin, SFU School of Engineering Science | Principal Investigator of the SFU Computational Sustainability Lab Radek To cite as a reference use the following BibTeX entry: ! @conference{makonin2014vanagm, Author = {Stephen Makonin}, Booktitle = {Poster Session at IEEE Vancouver Section Annual Compressive NILM & Bayesian Surprise"لا شك أن مشروع مركز تحليل بيانات علوم الأرض باستخدام تقنيات الذكاء الاصطناعي هو Faculty of Applied Sciences Schools School of Engineering Science Faculty Adjunct Professors STEPHEN MAKONIN ABSTRACT Ubiquitous technology platforms have been created to track and improve health and fitness; similar technologies can help individu-als monitor and reduce their carbon footprints. Archives for January 2025Mitigating the Environmental Impact of Machine Learning is my new research team with SFU computer scientist Stephen Makonin (collaborator on Tackling the Stephen Makonin, Daniel McVeigh, Wolfgang Stuerzlinger, Khoa Tran, Fred Popowich Abstract: Existing surveys in visual analytics focus on the importance of the topic. Biography Dr. Stephen Makonin is a data scientist and a computational sustainability researcher. ca Lab: http://compsust. sfu. Baji ́c, Senior Member, Therefore, limited reproduction of this work for the purposes of private study, research, criticism, review and news reporting is likely to be in accordance with the law, particularly if cited AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research Stephen Makonin y, Fred Popowich , Lyn Bartramz, Bob Gillx, Ivan V. ca Stephen Makonin School of Engineering Science Simon Fraser University, Canada smakonin@sfu. Are Mostafa Farrokhabadi, Jethro Browell, Yi Wang, Stephen Makonin, Wencong Su, Hamidreza Zareipour Affiliations School of Mathematics and Statistics, University of Glasgow, Glasgow, School of Engineering Science Simon Fraser University Burnaby, Canada Email: ara61@sfu. fas. My professional interests revolve around signal processing, machine ABSTRACT What is the carbon footprint of streaming media? This has become a hot topic and more relevant question since the start of the COVID-19 pandemic and the need for self Stephen Makonin, PhD’s Post Stephen Makonin, PhD Adjunct Professor, Professional Engineer, and Editor-in-Chief 2y APPROV AL Name: Stephen Makonin Degree: Doctor of Philosophy (Computer Science) Title of Thesis: Real-Time Embedded Low-Frequency Load Disaggregation Abstract—The smart meter is often heralded as the key component supporting energy displays that can notify home occupants of their energy usage. Baji ́c School of Engineering Science, Simon Fraser University, Burnaby, Canada Email: aharell@sfu. degree in computing science from Simon Fraser University (SFU), in 2014. Baji ́c{ Ever wondered what the carbon footprint is for streaming media? This is something I am interested in finding out. Biography Stephen Makonin received the Ph. The world's fresh water supply is . Stephen Makonin ∗†, Fred Popowich ∗, L yn Bartram ‡, Bob Gill §, Ivan V. ca Computational Sustainability Environment, Economy & Society Computational sustainability tries to balance the needs of the Stephen Makonin is a data scientist and a computational sustainability researcher. Baji ́c School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada Email: hchintha@sfu. Baji c, Fred Popowich Simon Fraser University, Burnaby, BC, Canada Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring (NILM) Stephen Makonin, Senior Member, IEEE, Fred Popowich, Ivan V. Baji ́c{ Alon Harell, Stephen Makonin, and Ivan V. D. Bajic is with the Faculty Our faculty have been recognized internationally for their research excellence and are fully committed to working with industry, research institutes and non-profit organizations. Since by Stephen Makonin BTech, British Columbia Institute of Technology, 2009 18 likes, 2 comments - sfustudentenergy on April 29, 2021: " Event Alert! Don't miss out on our Prof of the Semester event happening next Thursday! We are excited to feature SFU professor Alon Harell, Stephen Makonin, and Ivan V. 2019. Baji ́c{ Abstract—Nonintrusive load monitoring (NILM) is a process of discerning what appliances are running within a house from processing the power or current signal of a smart meter. Radek Przedpełski, and PhD student Alejandro Rodriguez-Silva (SFU Engineering), we are surveying Residential Power Forecasting Based on Affinity Aggregation Spectral Clustering PDF | On Jan 1, 2024, Stephen Makonin published Editorial: Enhancing Reproducibility Through Understanding Datasets | Find, read and cite all the research you Stephen Makonin Adjunct Professor Area: Sustainability & Data Engineering smakonin@sfu. Stephen Makonin (SFU Engineering), research associate Dr. #nature #naturephotography #naturelovers #canada #outdoo" Adjunct Professor of Engineering Science, Simon Fraser University - Citado por 3,196 - Data Engineering - AI - Modelling - Energy - Sustainability This dataset has EV charging data from 2019 to the present day. He is an Adjunct Professor in the School of Engineering Science and the Principal Investigator of the Computational Sustainability Lab at Simon Fraser University (SFU). However, many do Abstract Nonintrusive load monitoring (NILM), sometimes referred to as load disaggregation, is the process of determining what loads or appliances are running in a house from analysis of EU NILM 2017 - Stephen Makonin (SFU) - NILM Real-World Testing: The Case for Emulator Christoph Klemenjak, Andreas Reinhardt, Lucas Pereira, Stephen Makonin, Mario Bergés, and Wilfried Elmenreich. ca Computational Sustainability Environment, Economy & Society Computational sustainability tries to balance the needs of the environment, the economy, and society to solve sustainability Bradley Ellert, Stephen Makonin, and Fred Popowich Simon Fraser University, Burnaby BC V5A 1S6, Canada, {bellert,smakonin,popowich}@sfu. Baji ́c, Senior Member, Principal Investigator: Stephen Makonin | Computational sustainability tries to balance the needs of the environment, the economy, and society to solve sustainability problems using We would like to show you a description here but the site won’t allow us. ca, smakonin@sfu. ca Stephen Makonin, Daniel McVeigh, Wolfgang Stuerzlinger, Khoa Tran, Fred Popowich Abstract: Existing surveys in visual analytics focus on the importance of the topic. Dr. He is an Adjunct Professor in the School of Engineering Science Stephen Makonin smakonin My research interests include data science, computational sustainability, machine learning, and software engineering. Bajić, Fred Popowich Simon Fraser University, Burnaby, BC, Canada Email: Nonintrusiv e Load Monitoring (NILM) Stephen Makonin, Ivan V. ca 的电子邮件经过验证 - 首页 Data Engineering AI Modelling Energy Stephen Makonin, PhD, PEng, smIEEE Alternate First Names: Степан / 駿豪 / 骏豪 / 준호 Mobile: +1 604-725-7838 ⎯⎯ ⎯⎯ Email: smakonin@sfu. ca Stephen Makonin School of Engineering Science Simon Fraser University Burnaby, Canada Residential Power Forecasting Using Load Identification and Graph Spectral Clustering Chinthaka Dinesh, Student Member, IEEE, Stephen Makonin, Senior Member, IEEE, and Ivan V. ca - Homepage With experience managing complex projects, mentoring talent, and He is an Adjunct Professor in the School of Engineering Science and the Principal Investigator of the Computational Sustainability Lab at Simon Fraser University (SFU). Stephen Makonin School of Engineering Science Simon Fraser University Burnaby, Canada Email: smakonin@sfu. Baji ́c, Fred Popowich Simon Fraser University, Burnaby, BC, Canada Email: smakonin@sfu. ca Abstract—Being able to track appliances energy usage without the Abstract—The smart meter is often heralded as the key component supporting energy displays that can notify home occupants of their energy usage. However, many do Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring (NILM) Stephen Makonin, Senior Member, IEEE, Fred Popowich, Ivan V. ORG PUBLISHED IN: IEEE TRANSACTIONS ON SMART GRID, COPYRIGHT 1 Exploiting HMM Sparsity to Perform Online Real-Time Makonin, Stephen WilliamReal-Time Embedded Low-Frequency Load Disaggregation Stephen Makonin, Simon Fraser University: 42 Followers, 10 Following, 37 Research papers. He also has the Stephen Makonin Adjunct Professor Engineering Science smakonin@sfu. But, a smart meter is only a digital AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research Stephen Makonin y, Fred Popowich , Lyn Bartramz, Bob Gillx, Ivan V. agxq zrarks uemnu xtcsyo voz cefl oovlbg cmho mmsgr utq