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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
109
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 balancing
53.
load control
54.
load curtailment
55.
load cycling
56.
load disaggregation
57.
load distribution
58.
load flexibility
59.
load following
60.
load forecast
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.
residential load
98.
shear load
99.
short-term load forecast
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
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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