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1
book article
Improving Residential Load Forecasting : A Probabilistic Tree-based Approach for Multi-Step Ahead Prediction
Shabbir, Noman
;
Daniel, Kamran
;
Jawad, M.
;
Rosin, Argo
;
Martins, J.
International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)
2025
https://doi.org/10.1109/ICEST66328.2025.11098272
Article at Scopus
book article
2
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
3
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
;
Nourollahi Hokmabad, Hossein
;
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
Article at Scopus
Article at WOS
book article EST
/
book article ENG
4
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
5
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
6
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 6, displaying
1 - 6
keyword
116
1.
residential load
2.
residential load forecasting
3.
DC commercial and residential buildings
4.
DHW consumption in residential buildings
5.
non-residential buildings
6.
non-residential spaces
7.
residential applications
8.
residential battery energy storage system
9.
residential building
10.
residential buildings
11.
residential cooling performance
12.
residential dc microgrid
13.
residential dc nanogrids
14.
residential electricity consumption model
15.
residential energy
16.
residential energy management
17.
residential energy storage
18.
residential energy storage systems
19.
residential installations
20.
residential nanogrid
21.
residential nanogrids
22.
residential projects
23.
residential sector
24.
residential systems
25.
residential ventilation
26.
residential wind energy conversion system
27.
thermal flexibility of residential buildings
28.
base load
29.
commercial load
30.
constant power load
31.
consumer load
32.
consumer load patterns
33.
cooling load
34.
cooling load reduction
35.
cubic economic load dispatch
36.
DHW heating load in educational buildings
37.
DHW heating load in public buildings
38.
dynamic load model
39.
economic load dispatch
40.
economic load dispatch (ELD)
41.
electric load
42.
electric load flow
43.
electrical and heat load
44.
electrical load characteristics
45.
Emergency load shedding
46.
EV load model
47.
exponential load model
48.
grid load
49.
heating load
50.
hygrothermal load
51.
ice load
52.
indentor load
53.
indoor hygrothermal load
54.
light-load efficiency
55.
load
56.
load altering attacks
57.
load balancing
58.
load control
59.
load curtailment
60.
load cycling
61.
load disaggregation
62.
load distribution
63.
load flexibility
64.
load following
65.
load forecast
66.
load forecasting
67.
load frequency control
68.
load frequency control (LFC)
69.
load leveling
70.
load limit states
71.
load management
72.
load matching
73.
load modeling
74.
load modelling
75.
load monitoring
76.
load pattern
77.
load prediction
78.
load scheduling
79.
load shifting
80.
load test
81.
load testing
82.
load transients
83.
load variance
84.
load-bearing analysis
85.
load-bearing capacity
86.
load-independent voltage output
87.
moisture load
88.
Non-intrusive load monitoring
89.
non-intrusive load monitoring (NILM)
90.
nonlinear load
91.
nutrient load
92.
nutrient load estimation
93.
on-load tap changer
94.
on-load tap changer (OLTC)
95.
peak heat load
96.
peak load
97.
peak load shifting
98.
pile load–displacement
99.
Point Load Test index
100.
pollution load
101.
propulsion load
102.
pulsed power load (PPL)
103.
random variable load (RVL)
104.
shear load
105.
short-term load forecast
106.
short-term load forecasting
107.
static load models
108.
static load test
109.
sudden load change
110.
thermal load
111.
Thermostatic load
112.
thermostatically controlled load
113.
unbalanced load
114.
undesirable load
115.
value of lost load
116.
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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