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load forecasting (keyword)
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1
book article
Accuracy analysis of selected time series and machine learning methods for smart cities based on Estonian electricity consumption forecast
Häring, Tobias
;
Ahmadiahangar, Roya
;
Rosin, Argo
;
Korõtko, Tarmo
;
Biechl, Helmuth
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 425-428 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161690
book article
2
book article
Comparison of machine learning based methods for residential load forecasting
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Kütt, Lauri
;
Rosin, Argo
2019 Electric Power Quality and Supply Reliability Conference (PQ) & 2019 Symposium on Electrical Engineering and Mechatronics (SEEM), Kärdla, Estonia, June 12-15, 2019 : proceedings
2019
/
4 p. : ill
https://doi.org/10.1109/PQ.2019.8818267
book article
3
book article
Evaluating model performance through a user-centric explainable framework for probabilistic load forecasting models
Robin, Rebecca
;
Heistrene, Leena
;
Belikov, Juri
;
Baimel, Dmitry
;
Levron, Yoash
2024 Third International Conference on Power, Control and Computing Technologies (ICPC2T)
2024
/
p. 427 - 432
https://doi.org/10.1109/ICPC2T60072.2024.10474692
Article at Scopus
book article
4
book article
Generative adversarial network and CNN-LSTM based short-term power load forecasting
Liu, Y.
;
Liang, Z.
;
Li, X.
;
Bakeer, Abualkasim Ahmed Ali
2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)
2023
/
p. 1-6
https://doi.org/10.1109/CPE-POWERENG58103.2023.10227473
book article
5
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
6
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
7
journal article EST
/
journal article ENG
A novel short receptive field based dilated causal convolutional network integrated with Bidirectional LSTM for short-term load forecasting
Javed, Umar
;
Ijaz, Khalid
;
Jawad, Muhammad
;
Khosa, Ikramullah
;
Ansari, Ejaz Ahmad
;
Zaidi, Khurram Shabih
;
Rafiq, Muhammad Nadeem
;
Shabbir, Noman
Expert systems with applications
2022
/
art. 117689
https://doi.org/10.1016/j.eswa.2022.117689
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
8
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
9
book article
Residential load forecasting using recurrent neural networks
Shabbir, Noman
;
Ahmadiahangar, Roya
;
Raja, Hadi Ashraf
;
Kütt, Lauri
;
Rosin, Argo
2020 IEEE 14th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) : proceedings
2020
/
p. 478-481 : ill
https://doi.org/10.1109/CPE-POWERENG48600.2020.9161565
book article
10
journal article EST
/
journal article ENG
Review of LLMs Applications in Electrical Power & Energy Systems
Amjad, Furqan
;
Korõtko, Tarmo
;
Rosin, Argo
IEEE Access
2025
/
p. 150951-150969
https://doi.org/10.1109/ACCESS.2025.3599922
https://ieeexplore.ieee.org/document/11129042
journal article EST
/
journal article ENG
11
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
Number of records 11, displaying
1 - 11
keyword
111
1.
load forecasting
2.
short-term load forecasting
3.
coastal forecasting system
4.
credit risk forecasting
5.
Electricity price forecasting
6.
end-to-end trajectory forecasting
7.
energy forecasting
8.
forecasting
9.
forecasting demand
10.
forecasting errors
11.
forecasting method
12.
forecasting models
13.
forecasting of structure
14.
forecasting techniques
15.
inflation forecasting
16.
operational forecasting
17.
photovoltaic energy forecasting
18.
power forecasting
19.
sea level forecasting
20.
solar power forecasting
21.
The Baltic Monitoring and Forecasting Centre (BAL MFC)
22.
time series forecasting
23.
time-series forecasting
24.
wind power forecasting
25.
base load
26.
commercial load
27.
constant power load
28.
consumer load
29.
consumer load patterns
30.
cooling load
31.
cooling load reduction
32.
cubic economic load dispatch
33.
DHW heating load in educational buildings
34.
DHW heating load in public buildings
35.
dynamic load model
36.
economic load dispatch
37.
economic load dispatch (ELD)
38.
electric load
39.
electric load flow
40.
electrical and heat load
41.
electrical load characteristics
42.
EV load model
43.
exponential load model
44.
grid load
45.
heating load
46.
hygrothermal load
47.
ice load
48.
indentor load
49.
indoor hygrothermal load
50.
light-load efficiency
51.
load
52.
load altering attacks
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 frequency control
63.
load frequency control (LFC)
64.
load leveling
65.
load limit states
66.
load management
67.
load matching
68.
load modeling
69.
load modelling
70.
load monitoring
71.
load pattern
72.
load prediction
73.
load scheduling
74.
load shifting
75.
load test
76.
load testing
77.
load transients
78.
load variance
79.
load-bearing analysis
80.
load-bearing capacity
81.
load-independent voltage output
82.
moisture load
83.
Non-intrusive load monitoring
84.
non-intrusive load monitoring (NILM)
85.
nonlinear load
86.
nutrient load
87.
nutrient load estimation
88.
on-load tap changer
89.
on-load tap changer (OLTC)
90.
peak heat load
91.
peak load
92.
peak load shifting
93.
pile load–displacement
94.
Point Load Test index
95.
pollution load
96.
propulsion load
97.
pulsed power load (PPL)
98.
random variable load (RVL)
99.
residential load
100.
shear load
101.
short-term load forecast
102.
static load models
103.
static load test
104.
sudden load change
105.
thermal load
106.
Thermostatic load
107.
thermostatically controlled load
108.
unbalanced load
109.
undesirable load
110.
value of lost load
111.
wind load
subject term
5
1.
Baltic Monitoring & Forecasting Centre (BAL-MFC)
2.
Baltic Monitoring & Forecasting Centre (BAL-MFC)
3.
Baltic Monitoring and Forecasting Center (BALMFC)
4.
MyOcean Baltic Sea Monitoring and Forecasting Centre
5.
Smart Load Solutions
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