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1
book article
Machine learning and deep learning techniques for residential load forecasting : a comparative analysis
Shabbir, Noman
;
Kütt, Lauri
;
Raja, Hadi Ashraf
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Husev, Oleksandr
2021 IEEE 62nd International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON): conference proceedings
2021
/
p. 1-5
https://doi.org/10.1109/RTUCON53541.2021.9711741
book article
Related publications
1
Residential energy management system to support increased renewable penetration = Taastuvenergiaallikate kasutustihedust toetav energiahaldussüsteem
2
book article EST
/
book article ENG
Multi-step ahead short-term residential DC load forecasting : A comparative study of NGBoost-based algorithms
Shabbir, Noman
;
Husev, Oleksandr
;
Hokmabad, Hossein Nourollahi
;
Daniel, Kamran
;
Jawad, Muhammad
;
Martins, Joao
2025 IEEE Seventh International Conference on DC Microgrids (ICDCM)
2025
/
6 p
https://doi.org/10.1109/ICDCM63994.2025.11144710
book article EST
/
book article ENG
3
book article
Residential DC load forecasting using long short-term memory network (LSTM)
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Husev, Oleksandr
;
Jalakas, Tanel
;
Martins, Joao
2023 IEEE 11th International Conference on Smart Energy Grid Engineering (SEGE)
2023
/
p. 131-136
https://doi.org/10.1109/SEGE59172.2023.10274596
book article
4
book article
Short-term residental DC load forecasting using extreme gradient boost (XgBoost) algorithm
Shabbir, Noman
;
Husev, Oleksandr
;
Daniel, Kamran
;
Jawad, Muhammad
;
Rosin, Argo
;
Martins, Joao
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2024
/
6 p
https://doi.org/10.1109/CPE-POWERENG60842.2024.10604392
Article at Scopus
Article at WOS
book article
5
book article
XgBoost based short-term electrical load forecasting considering trends & periodicity in historical data
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Jawad, Muhammad
;
Kilter, Jako
;
Martins, Joao
2023 IEEE International Conference on Energy Technologies for Future Grids (ETFG)
2023
/
6 p
https://doi.org/10.1109/ETFG55873.2023.10407926
book article
Number of records 5, displaying
1 - 5
keyword
112
1.
residential load
2.
DC commercial and residential buildings
3.
DHW consumption in residential buildings
4.
non-residential buildings
5.
non-residential spaces
6.
residential applications
7.
residential battery energy storage system
8.
residential building
9.
residential buildings
10.
residential dc microgrid
11.
residential dc nanogrids
12.
residential electricity consumption model
13.
residential energy
14.
residential energy management
15.
residential energy storage
16.
residential energy storage systems
17.
residential installations
18.
residential nanogrid
19.
residential nanogrids
20.
residential projects
21.
residential sector
22.
residential systems
23.
residential ventilation
24.
residential wind energy conversion system
25.
thermal flexibility of residential buildings
26.
base load
27.
commercial load
28.
constant power load
29.
consumer load
30.
consumer load patterns
31.
cooling load
32.
cooling load reduction
33.
cubic economic load dispatch
34.
DHW heating load in educational buildings
35.
DHW heating load in public buildings
36.
dynamic load model
37.
economic load dispatch
38.
economic load dispatch (ELD)
39.
electric load
40.
electric load flow
41.
electrical and heat load
42.
electrical load characteristics
43.
EV load model
44.
exponential load model
45.
grid load
46.
heating load
47.
hygrothermal load
48.
ice load
49.
indentor load
50.
indoor hygrothermal load
51.
light-load efficiency
52.
load
53.
load balancing
54.
load control
55.
load curtailment
56.
load cycling
57.
load disaggregation
58.
load distribution
59.
load flexibility
60.
load following
61.
load forecast
62.
load forecasting
63.
load frequency control
64.
load frequency control (LFC)
65.
load leveling
66.
load limit states
67.
load management
68.
load matching
69.
load modeling
70.
load modelling
71.
load monitoring
72.
load pattern
73.
load prediction
74.
load scheduling
75.
load shifting
76.
load test
77.
load testing
78.
load transients
79.
load variance
80.
load-bearing analysis
81.
load-bearing capacity
82.
load-independent voltage output
83.
moisture load
84.
Non-intrusive load monitoring
85.
non-intrusive load monitoring (NILM)
86.
nonlinear load
87.
nutrient load
88.
nutrient load estimation
89.
on-load tap changer
90.
on-load tap changer (OLTC)
91.
peak heat load
92.
peak load
93.
peak load shifting
94.
pile load–displacement
95.
Point Load Test index
96.
pollution load
97.
propulsion load
98.
pulsed power load (PPL)
99.
random variable load (RVL)
100.
shear load
101.
short-term load forecast
102.
short-term load forecasting
103.
static load models
104.
static load test
105.
sudden load change
106.
thermal load
107.
Thermostatic load
108.
thermostatically controlled load
109.
unbalanced load
110.
undesirable load
111.
value of lost load
112.
wind load
subject term
3
1.
Residential DC Innovation Hub
2.
TalTech Residential DC Innovation Hub
3.
Smart Load Solutions
TalTech subject term
2
1.
Residential DC Innovation Hub
2.
TalTech Residential DC Innovation Hub
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