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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
109
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 electricity consumption model
12.
residential energy
13.
residential energy management
14.
residential energy storage
15.
residential energy storage systems
16.
residential installations
17.
residential nanogrid
18.
residential nanogrids
19.
residential projects
20.
residential systems
21.
residential ventilation
22.
residential wind energy conversion system
23.
thermal flexibility of residential buildings
24.
base load
25.
commercial load
26.
constant power load
27.
consumer load
28.
consumer load patterns
29.
cooling load
30.
cooling load reduction
31.
cubic economic load dispatch
32.
DHW heating load in educational buildings
33.
DHW heating load in public buildings
34.
dynamic load model
35.
economic load dispatch
36.
economic load dispatch (ELD)
37.
electric load
38.
electric load flow
39.
electrical and heat load
40.
electrical load characteristics
41.
EV load model
42.
exponential load model
43.
grid load
44.
heating load
45.
hygrothermal load
46.
ice load
47.
indentor load
48.
indoor hygrothermal load
49.
light-load efficiency
50.
load
51.
load balancing
52.
load control
53.
load curtailment
54.
load cycling
55.
load disaggregation
56.
load distribution
57.
load flexibility
58.
load following
59.
load forecast
60.
load forecasting
61.
load frequency control
62.
load frequency control (LFC)
63.
load leveling
64.
load limit states
65.
load management
66.
load matching
67.
load modeling
68.
load modelling
69.
load monitoring
70.
load pattern
71.
load prediction
72.
load scheduling
73.
load shifting
74.
load test
75.
load testing
76.
load transients
77.
load variance
78.
load-bearing analysis
79.
load-bearing capacity
80.
load-independent voltage output
81.
moisture load
82.
Non-intrusive load monitoring
83.
non-intrusive load monitoring (NILM)
84.
nonlinear load
85.
nutrient load
86.
nutrient load estimation
87.
on-load tap changer
88.
on-load tap changer (OLTC)
89.
peak heat load
90.
peak load shifting
91.
pile load–displacement
92.
Point Load Test index
93.
pollution load
94.
propulsion load
95.
pulsed power load (PPL)
96.
random variable load (RVL)
97.
shear load
98.
short-term load forecast
99.
short-term load forecasting
100.
static load models
101.
static load test
102.
sudden load change
103.
thermal load
104.
Thermostatic load
105.
thermostatically controlled load
106.
unbalanced load
107.
undesirable load
108.
value of lost load
109.
wind load
TalTech subject term
2
1.
Residential DC Innovation Hub
2.
TalTech Residential DC Innovation Hub
subject term
1
1.
Smart Load Solutions
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