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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 : ill
https://doi.org/10.1109/ACCESS.2025.3599922
https://ieeexplore.ieee.org/document/11129042
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
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
114
1.
load forecasting
2.
short-term load forecasting
3.
AI-driven forecasting
4.
coastal forecasting system
5.
credit risk forecasting
6.
Electricity price forecasting
7.
end-to-end trajectory forecasting
8.
energy forecasting
9.
forecasting
10.
forecasting demand
11.
forecasting errors
12.
forecasting method
13.
forecasting models
14.
forecasting of structure
15.
forecasting techniques
16.
inflation forecasting
17.
operational forecasting
18.
photovoltaic energy forecasting
19.
power forecasting
20.
sea level forecasting
21.
solar power forecasting
22.
subseasonal forecasting
23.
The Baltic Monitoring and Forecasting Centre (BAL MFC)
24.
time series forecasting
25.
time-series forecasting
26.
wind power forecasting
27.
base load
28.
commercial load
29.
constant power load
30.
consumer load
31.
consumer load patterns
32.
cooling load
33.
cooling load reduction
34.
cubic economic load dispatch
35.
DHW heating load in educational buildings
36.
DHW heating load in public buildings
37.
dynamic load model
38.
economic load dispatch
39.
economic load dispatch (ELD)
40.
electric load
41.
electric load flow
42.
electrical and heat load
43.
electrical load characteristics
44.
Emergency load shedding
45.
EV load model
46.
exponential load model
47.
grid load
48.
heating load
49.
hygrothermal load
50.
ice load
51.
indentor load
52.
indoor hygrothermal load
53.
light-load efficiency
54.
load
55.
load altering attacks
56.
load balancing
57.
load control
58.
load curtailment
59.
load cycling
60.
load disaggregation
61.
load distribution
62.
load flexibility
63.
load following
64.
load forecast
65.
load frequency control
66.
load frequency control (LFC)
67.
load leveling
68.
load limit states
69.
load management
70.
load matching
71.
load modeling
72.
load modelling
73.
load monitoring
74.
load pattern
75.
load prediction
76.
load scheduling
77.
load shifting
78.
load test
79.
load testing
80.
load transients
81.
load variance
82.
load-bearing analysis
83.
load-bearing capacity
84.
load-independent voltage output
85.
moisture load
86.
Non-intrusive load monitoring
87.
non-intrusive load monitoring (NILM)
88.
nonlinear load
89.
nutrient load
90.
nutrient load estimation
91.
on-load tap changer
92.
on-load tap changer (OLTC)
93.
peak heat load
94.
peak load
95.
peak load shifting
96.
pile load–displacement
97.
Point Load Test index
98.
pollution load
99.
propulsion load
100.
pulsed power load (PPL)
101.
random variable load (RVL)
102.
residential load
103.
shear load
104.
short-term load forecast
105.
static load models
106.
static load test
107.
sudden load change
108.
thermal load
109.
Thermostatic load
110.
thermostatically controlled load
111.
unbalanced load
112.
undesirable load
113.
value of lost load
114.
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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