Personal information

Computational Sustainability, Intelligent Systems, Load Disaggregation
Canada

Biography

Dr. Stephen Makonin is an Adjunct Professor in Engineering Science at Simon Fraser University (SFU. He received his PhD in Computing Science at Simon Fraser University in 2014, and has been a software engineer for over 20 years working for various local and international clients. Stephen is currently the Vice-Chair of the IEEE Signal Processing Society Vancouver Chapter as well as a Senior Member of the IEEE. His research interests include computational sustainability and the understanding of socioeconomic issues that pertain to technological advancement. Stephen is an expert in data engineering and a world-renowned researcher in non-intrusive load monitoring (NILM) and disaggregation.

Activities

Employment (1)

Simon Fraser University: Burnaby, BC, CA

2017-08-01 to present | Adjunct Professor (Engineering Science)
Employment
Source: Self-asserted source
Stephen Makonin

Education and qualifications (1)

Simon Fraser University: Burnaby, BC, CA

2010-01-01 to 2014-08-05 | PhD (Computing Science)
Education
Source: Self-asserted source
Stephen Makonin

Works (26)

Descriptor: BLDC Hall Sensor Displacement Dataset (BLDC-HSD)

IEEE Data Descriptions
2024 | Journal article
Contributors: Yongkeun Lee; Stephen Makonin
Source: check_circle
Crossref

Descriptor: Comprehensive IEEE Research Data Collections (CIRDC)

IEEE Data Descriptions
2024 | Journal article
Contributors: Yuhang Zhang; Yongfu Li; Stephen Makonin; Rakesh Kumar
Source: check_circle
Crossref

Descriptor: Simon Fraser University Electric Vehicle Parking Dataset (SFU-EVP)

IEEE Data Descriptions
2024 | Journal article
Contributors: Stephen Makonin; Isla Ziyat; Rylen Sampson; Siyu An; Fred Popowich; Patrick Palmer; David Agosti
Source: check_circle
Crossref

Editorial: Enhancing Reproducibility Through Understanding Datasets

IEEE Data Descriptions
2024 | Journal article
Contributors: Stephen Makonin
Source: check_circle
Crossref

Enhancing Object Detection in Dense Images: Adjustable Non-Maximum Suppression for Single-Class Detection

IEEE Access
2024 | Journal article
Contributors: Kyeongmi Noh; Seul Ki Hong; Stephen Makonin; Yongkeun Lee
Source: check_circle
Crossref

Meta: Defining the Disaggregated Component Assignation Error Metric for Complex Time-Series Signal Data

IEEE Data Descriptions
2024 | Journal article
Contributors: Stephen Makonin; Alejandro Rodriguez-Silva
Source: check_circle
Crossref

EV Charging Profiles and Waveforms Dataset (EV-CPW) and Associated Power Quality Analysis

IEEE Access
2023 | Journal article
Contributors: Isla Ziyat; Alia Gola; Patrick R. Palmer; Stephen Makonin; Fred Popowich
Source: check_circle
Crossref

Day-Ahead Electricity Demand Forecasting Competition: Post-COVID Paradigm

IEEE Open Access Journal of Power and Energy
2022 | Journal article
Contributors: Mostafa Farrokhabadi; Jethro Browell; Yi Wang; Stephen Makonin; Wencong Su; Hamidreza Zareipour
Source: check_circle
Crossref

A Nonintrusive Load Monitoring Based on Multi-Target Regression Approach

IEEE Access
2021 | Journal article
Contributors: Bundit Buddhahai; Stephen Makonin
Source: check_circle
Crossref

TraceGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks

IEEE Transactions on Smart Grid
2021-09 | Journal article
Contributors: Alon Harell; Richard Jones; Stephen Makonin; Ivan V. Bajic
Source: check_circle
Crossref

Short-Term Demand Prediction Using an Ensemble of Linearly-Constrained Estimators

IEEE Transactions on Power Systems
2021-07 | Journal article
Contributors: Md. Zulfiquar Ali Bhotto; Richard Jones; Stephen Makonin; Ivan V. Bajic
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Crossref

Residential Power Forecasting Based on Affinity Aggregation Spectral Clustering

IEEE Access
2020 | Journal article
Contributors: Chinthaka Dinesh; Stephen Makonin; Ivan V. Bajic
Source: check_circle
Crossref

Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings

IEEE Access
2019 | Journal article
Contributors: Megha Gaur; Stephen Makonin; Ivan V. Bajic; Angshul Majumdar
Source: check_circle
Crossref

Residential Power Forecasting Using Load Identification and Graph Spectral Clustering

IEEE Transactions on Circuits and Systems II: Express Briefs
2019-11 | Journal article
Contributors: Chinthaka Dinesh; Stephen Makonin; Ivan V. Bajic
Source: check_circle
Crossref

RAE: The Rainforest Automation Energy Dataset for Smart Grid Meter Data Analysis

Data
2018-02-12 | Journal article
Contributors: Stephen Makonin; Z. Wang; Chris Tumpach
Source: check_circle
Crossref
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Preferred source (of 2)‎

Load Disaggregation Based on Aided Linear Integer Programming

IEEE Transactions on Circuits and Systems II: Express Briefs
2016 | Journal article
Contributors: Md. Zulfiquar Ali Bhotto; Stephen Makonin; Ivan Bajic
Source: check_circle
Crossref

Exploiting HMM Sparsity to Perform Online Real-Time Nonintrusive Load Monitoring

IEEE Transactions on Smart Grid
2016-11-01 | Journal article
Contributors: Stephen Makonin; Fred Popowich; Ivan V. Bajic; Bob Gill; Lyn Bartram
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Crossref

AMPds: A Public Dataset for Load Disaggregation and Eco-Feedback Research

Electrical Power and Energy Conference (EPEC), 2013 IEEE
2013 | Conference paper
Contributors: Makonin, Stephen; Popowich, Fred; Bartram, Lyn; Gill, Bob; Bajic, Ivan V.
Source: Self-asserted source
Stephen Makonin via ResearcherID

Inspiring Energy Conservation Through Open Source Metering Hardware and Embedded Real-Time Load Disaggregation

Asia-Pacific Power and Energy Engineering Conference (APPEEC), 5th IEEE PES
2013 | Conference paper
Contributors: Makonin, Stephen; Sung, William; Dela Cruz, Ryan; Yarrow, Brett; Gill, Bob; Popowich, Fred; Bajic, Ivan V.
Source: Self-asserted source
Stephen Makonin via ResearcherID

Inspiring Energy Conservation Through Open Source Power Monitoring and In-Home Display

2013 IEEE Power and Energy Society General Meeting
2013 | Conference paper
Contributors: Makonin, Stephen; Popowich, Fred; Moon, TaeJin; Gill, Bob
Source: Self-asserted source
Stephen Makonin via ResearcherID

Home Occupancy Agent: Occupancy and Sleep Detection

GSTF Journal on Computing
2012 | Journal article
Contributors: Makonin, Stephen; Popowich, Fred
Source: Self-asserted source
Stephen Makonin via ResearcherID

The Affect of Lifestyle Factors on Eco-Visualization Design

Computer Graphics International (CGI)
2012 | Conference paper
Contributors: Makonin, Stephen; Kashani, Maryam; Bartram, Lyn
Source: Self-asserted source
Stephen Makonin via ResearcherID

Elements of Consumption: An Abstract Visualization of Household Consumption

2011 | Other
DOI:

10.1007/978-3-642-22571-0_25

ISSN:

0302-9743

ISBN:

978-3-642-22570-3

Source: Self-asserted source
Stephen Makonin via Crossref Metadata Search
grade
Preferred source (of 2)‎

Visual C++ 5 Developer's Guide

1997 | Book
Contributors: Bennett, David; Makonin, Stephen; Mayfield, Vincent W.; Neustaedter, Ted; Wrenn, Mark R.
Source: Self-asserted source
Stephen Makonin via ResearcherID

A Smarter Smart Home: Case Studies of Ambient Intelligence

Journal article
DOI:

10.1109/mprv.2012.58

Part of ISSN:

1536-1268

Source: Self-asserted source
Stephen Makonin via Crossref Metadata Search

The cognitive power meter: Looking beyond the smart meter

Conference paper
DOI:

10.1109/ccece.2013.6567686

Part of ISBN:

978-1-4799-0033-6

Source: Self-asserted source
Stephen Makonin via Crossref Metadata Search