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