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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
;
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
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
112
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.
subseasonal forecasting
22.
The Baltic Monitoring and Forecasting Centre (BAL MFC)
23.
time series forecasting
24.
time-series forecasting
25.
wind power forecasting
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 altering attacks
54.
load balancing
55.
load control
56.
load curtailment
57.
load cycling
58.
load disaggregation
59.
load distribution
60.
load flexibility
61.
load following
62.
load forecast
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.
residential load
101.
shear load
102.
short-term load forecast
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
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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