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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
Improving Residential Load Forecasting : A Probabilistic Tree-based Approach for Multi-Step Ahead Prediction
Shabbir, Noman
;
Daniel, Kamran
;
Jawad, M.
;
Rosin, Argo
;
Martins, J.
International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST)
2025
https://doi.org/10.1109/ICEST66328.2025.11098272
Article at Scopus
book article
6
book article EST
/
book article ENG
Integrating Attention-Based LSTM with XGBoost for Improved Residential DC Load Forecasting
Shabbir, Noman
;
Shahid, Arqum
;
Daniel, Kamran
;
Rosin, Argo
;
Kilter, Jako
;
Martins, Joao
2025 IEEE International Conference on Energy Technologies for Future Grids (ETFG)
2025
https://doi.org/10.1109/ETFG61999.2025.11402406
Article at Scopus
book article EST
/
book article ENG
7
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
8
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
9
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
10
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
11
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
12
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
13
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 13, displaying
1 - 13
keyword
115
1.
load forecasting
2.
residential load forecasting
3.
short-term load forecasting
4.
AI-driven forecasting
5.
coastal forecasting system
6.
credit risk forecasting
7.
Electricity price forecasting
8.
end-to-end trajectory forecasting
9.
energy forecasting
10.
forecasting
11.
forecasting demand
12.
forecasting errors
13.
forecasting method
14.
forecasting models
15.
forecasting of structure
16.
forecasting techniques
17.
inflation forecasting
18.
operational forecasting
19.
photovoltaic energy forecasting
20.
power forecasting
21.
sea level forecasting
22.
solar power forecasting
23.
subseasonal forecasting
24.
The Baltic Monitoring and Forecasting Centre (BAL MFC)
25.
time series forecasting
26.
time-series forecasting
27.
wind power forecasting
28.
base load
29.
commercial load
30.
constant power load
31.
consumer load
32.
consumer load patterns
33.
cooling load
34.
cooling load reduction
35.
cubic economic load dispatch
36.
DHW heating load in educational buildings
37.
DHW heating load in public buildings
38.
dynamic load model
39.
economic load dispatch
40.
economic load dispatch (ELD)
41.
electric load
42.
electric load flow
43.
electrical and heat load
44.
electrical load characteristics
45.
Emergency load shedding
46.
EV load model
47.
exponential load model
48.
grid load
49.
heating load
50.
hygrothermal load
51.
ice load
52.
indentor load
53.
indoor hygrothermal load
54.
light-load efficiency
55.
load
56.
load altering attacks
57.
load balancing
58.
load control
59.
load curtailment
60.
load cycling
61.
load disaggregation
62.
load distribution
63.
load flexibility
64.
load following
65.
load forecast
66.
load frequency control
67.
load frequency control (LFC)
68.
load leveling
69.
load limit states
70.
load management
71.
load matching
72.
load modeling
73.
load modelling
74.
load monitoring
75.
load pattern
76.
load prediction
77.
load scheduling
78.
load shifting
79.
load test
80.
load testing
81.
load transients
82.
load variance
83.
load-bearing analysis
84.
load-bearing capacity
85.
load-independent voltage output
86.
moisture load
87.
Non-intrusive load monitoring
88.
non-intrusive load monitoring (NILM)
89.
nonlinear load
90.
nutrient load
91.
nutrient load estimation
92.
on-load tap changer
93.
on-load tap changer (OLTC)
94.
peak heat load
95.
peak load
96.
peak load shifting
97.
pile load–displacement
98.
Point Load Test index
99.
pollution load
100.
propulsion load
101.
pulsed power load (PPL)
102.
random variable load (RVL)
103.
residential load
104.
shear load
105.
short-term load forecast
106.
static load models
107.
static load test
108.
sudden load change
109.
thermal load
110.
Thermostatic load
111.
thermostatically controlled load
112.
unbalanced load
113.
undesirable load
114.
value of lost load
115.
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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