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Milad Afzalan
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Residential loads flexibility potential for demand response using energy consumption patterns and user segments
M Afzalan, F Jazizadeh
Applied Energy 254, 113693, 2019
1512019
Indoor positioning based on visible light communication: A performance-based survey of real-world prototypes
M Afzalan, F Jazizadeh
ACM Computing Surveys (CSUR) 52 (2), 1-36, 2019
752019
EMBED: A Dataset for Energy Monitoring through Building Electricity Disaggregation
F Jazizadeh, M Afzalan, B Becerik-Gerber, L Soibelman
Proceedings of the Ninth International Conference on Future Energy Systems ¡¦, 2018
382018
Self-configuring event detection in electricity monitoring for human-building interaction
M Afzalan, F Jazizadeh, J Wang
Energy and Buildings 187, 95-109, 2019
342019
An Automated Spectral Clustering for Multi-scale Data
M Afzalan, F Jazizadeh
Neurocomputing 347, 94-108, 2019
322019
A Machine Learning Framework to Infer Time-of-Use of Flexible Loads: Resident Behavior Learning for Demand Response
M Afzalan, F Jazizadeh
IEEE Access 8, 111718-111730, 2020
292020
Quantification of Demand-Supply Balancing Capacity among Prosumers and Consumers: Community Self-Sufficiency Assessment for Energy Trading
M Afzalan, F Jazizadeh
Energies 14 (14), 4318, 2021
122021
Efficient integration of smart appliances for demand response programs
M Afzalan, F Jazizadeh
Proceedings of the 5th Conference on Systems for Built Environments, 29-32, 2018
112018
Semantic search in household energy consumption segmentation through descriptive characterization
M Afzalan, F Jazizadeh
Proceedings of the 6th ACM International Conference on Systems for Energy ¡¦, 2019
92019
Data-driven identification of consumers with deferrable loads for demand response programs
M Afzalan, F Jazizadeh
IEEE Embedded Systems Letters 12 (2), 54-57, 2019
82019
Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation
M Afzalan, F Jazizadeh, H Eldardiry
IEEE Access 9, 151667-151680, 2021
72021
Self-configuring Event Detection for Electricity Disaggregation
F Jazizadeh, M Afzalan, J Wang
62018
Investigating the appliance use patterns on the households¡¯ electricity load shapes from smart meters
M Afzalan, F Jazizadeh
ASCE International Conference on Computing in Civil Engineering 2019, 154-161, 2019
42019
Finite element modeling of failure in steel moment connection subjected to ultra-low cycle fatigue loading
M Afzalan, M Ghasemieh
ACEM15, Korea, 2015
32015
Toward Railway Automated Defect Detection From Onboard Data Using Deep Learning
M Afzalan, F Jazizadeh, M Ahmadian
ASME/IEEE Joint Rail Conference 83587, V001T08A002, 2020
12020
A Machine Learning Approach for Track Condition Assessment Through Repeated Historical Data Analytics
M Afzalan, F Jazizadeh, M Ahmadian
ASME/IEEE Joint Rail Conference 58523, V001T01A011, 2019
12019
On the scalability of an LED-based indoor positioning system
M Afzalan, F Jazizadeh
Computing in Civil Engineering 2017, 196-204, 2017
12017
Data-driven customer energy behavior characterization for distributed energy management
M Afzalan
Virginia Tech, 2020
2020
Building Energy Profile Clustering Based on Energy Consumption Patterns
M Afzalan
Virginia Tech, 2020
2020
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