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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
113
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.
Emergency load shedding
44.
EV load model
45.
exponential load model
46.
grid load
47.
heating load
48.
hygrothermal load
49.
ice load
50.
indentor load
51.
indoor hygrothermal load
52.
light-load efficiency
53.
load
54.
load altering attacks
55.
load balancing
56.
load control
57.
load curtailment
58.
load cycling
59.
load disaggregation
60.
load distribution
61.
load flexibility
62.
load following
63.
load forecast
64.
load frequency control
65.
load frequency control (LFC)
66.
load leveling
67.
load limit states
68.
load management
69.
load matching
70.
load modeling
71.
load modelling
72.
load monitoring
73.
load pattern
74.
load prediction
75.
load scheduling
76.
load shifting
77.
load test
78.
load testing
79.
load transients
80.
load variance
81.
load-bearing analysis
82.
load-bearing capacity
83.
load-independent voltage output
84.
moisture load
85.
Non-intrusive load monitoring
86.
non-intrusive load monitoring (NILM)
87.
nonlinear load
88.
nutrient load
89.
nutrient load estimation
90.
on-load tap changer
91.
on-load tap changer (OLTC)
92.
peak heat load
93.
peak load
94.
peak load shifting
95.
pile load–displacement
96.
Point Load Test index
97.
pollution load
98.
propulsion load
99.
pulsed power load (PPL)
100.
random variable load (RVL)
101.
residential load
102.
shear load
103.
short-term load forecast
104.
static load models
105.
static load test
106.
sudden load change
107.
thermal load
108.
Thermostatic load
109.
thermostatically controlled load
110.
unbalanced load
111.
undesirable load
112.
value of lost load
113.
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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