TY  - BOOK
AU  - Moataz Mohsen Gendy Hady 
AU  - Essam El-Din Mohamed  Abouelzahab , 
AU  - Mahmoud Mohamed Sayed , 
TI  - Load disaggregation smart meters by non- Intrusive load monitoring using  Evolutionary algorithms / 
PY  - 2017///
CY  - Cairo : 
PB  - Moataz Mohsen Gendy Hady , 
KW  - Load Disaggregation
KW  - Non-intrusive load monitoring
KW  - Smart meter application
N1  - Thesis (M.Sc.) - Cairo University -Faculty of Engineering - Department of Electrical Power and Machines Engineering; Issued also as CD
N2  - Non-intrusive load monitoring (NILM) method is essential for customer energy  management solutions which can help to obtain energy consumption statistics for appliances.  This information can be further used for load scheduling strategies for optimal energy saving.  We suggested an optimization evolutionary algorithm to estimate the status of household  devices which can be described by binary status, on and off, devices for different time duration.  We evaluate our suggestion of evolutionary optimization algorithms, Genetic Algorithm &  Biogeography Based Optimization Algorithm, by Matlab simulation then compared the output  results as well as the performance of both algorithms
UR  - http://172.23.153.220/th.pdf
ER  -