Ihe nzacha mmanụ DIESEL

Site na usoro nke akụrụngwa na-aga n'ihu na nnukwu, ọgụgụ isi na nkenke dị elu, eji akụkụ ndị na-agbagharị agbagharị, dị ka ihe na-agbagharị agbagharị, emewo ka ọ dịkwuo mma iji nweta nnyefe ike, nhazi ọkwa na ihe ndị ọzọ. Mgbe ha mebiri emebi ma ọ bụ daa, a ga-emetụta nchekwa nchekwa akụrụngwa akụrụngwa arụ ọrụ. Otú ọ dị, n'ihi nrụnye pụrụ iche nke akụkụ ndị a na-agbagharị agbagharị, ọ na-esi ike karị nyocha na ikpe ọnọdụ ahụike nke akụrụngwa, na ụzọ ndị gara aga na-adabere na ụmụ mmadụ ma ọ bụ ahụmahụ apụghịzi ịrụ ọrụ. Ya mere, ịmepụta nchọpụta ọgụgụ isi na usoro nyocha iji mejuputa nlekota ahụike akụrụngwa aghọwo isiokwu nyocha na-ekpo ọkụ.

Site na mmepe ngwa ngwa nke ọgụgụ isi, usoro mmụta igwe na-abawanye ụba na-eme ka akụrụngwa nwere ọgụgụ isi bụrụ eziokwu ma nwee ọganihu, dị ka mmụta nkwado (RL) [1], [2], netwọk mgbasa ozi na-akpata (GAN) [3], autoencoder. (AE) [4] na nkwado igwe vector (SVM) [5], [6], [47]. N'ime ha, SVM bụ nhazi ọkwa algorithm dabere na mmụta mmụta ndekọ ọnụ ọgụgụ, nke na-adịghị mfe ịdaba na minima mpaghara wee kewaa data ọzụzụ site na hyperplane kacha mma ebe enwere ike ịdepụta data ọzụzụ na njirimara dị elu site na ụzọ eserese na-abụghị nke ntanetị, dị ka ọrụ polynomial na radial ndabere ọrụ. Na mgbakwunye, SVM nwere ike ịnye hyperplane mkpebi ziri ezi n'okpuru obere nlele, ma nwee ikike izugbe dị mma. N'ihi arụmọrụ ya dị mma, ejirila SVM mee ihe n'ọtụtụ ebe. Wang et al. tụpụtara usoro nyocha mmejọ nke nwere ọgụgụ isi dabere na nchikota nke entropy composite multi-scale weighted permutation entropy (GCMWPE) na SVM [7], nke nwere ike wepụta njiri mara n'ọtụtụ akpịrịkpa iji wuo mkpokọta njirimara dị elu. Bayati et al. tụpụtara usoro ọnọdụ ntụpọ maka microgrid DC dabere na SVM [8]. Site n'iji uru a tụrụ na mpaghara n'otu njedebe nke ahịrị ọ bụla, enwere ike ịchọta ebe ziri ezi nke mmejọ impedance dị elu, na nsonaazụ nnwale na-egosi na atụmatụ ahụ siri ike na mkpọtụ na ọgba aghara ndị ọzọ. Ref. [9] tụpụtara usoro nyocha mmejọ nwere ọgụgụ isi maka batrị lithium-ion dabere na igwe vector nkwado, nke na-eji nzacha cosine pụrụ iche wepụ mkpọtụ.