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