Isixa esikhulu se-buffers siyafuneka kwinkqubo yokucoca ezantsi kwe-biopharmaceuticals. Ukuchaneka kunye nokuveliswa kwakhona kwee-buffers kunempembelelo enkulu kwinkqubo yokucoca iprotheni. I-intanethi ye-dilution kunye nenkqubo yokudosa kwi-intanethi inokudibanisa iintlobo ngeentlobo ze-buffers zecandelo elinye. Utywala lukamama kunye ne-diluent zidityaniswe kwi-intanethi ukufumana isisombululo esijoliswe kuyo. Imveliso isekelwe kulwazi lwesayensi, kwaye umgangatho uvela kwingcamango yoyilo (QbD). Ngokusebenzisa ixesha langempela kwi-intanethi (i-Real in time) ukubeka iliso kunye nokulawulwa kwezikhombisi ezimbini zeekhemikhali, iimpawu ezingundoqo zomgangatho (CQA) wemveliso (CQA), i-pH kunye ne-conductivity ngexesha lenkqubo yokuvelisa, Ukuqinisekisa ukubonelela ngee-buffers ezizinzileyo kunye ezifanayo. umgangatho weenkqubo ezisezantsi zokunceda iinjongo zokukhupha iiparitha zeenkampani ze-biopharmaceutical. Inkqubo yokulungiselela ulwelo lwemveli ifuna inani elikhulu lamatanki kunye nomthamo omkhulu. I-VEN izisa abathengi amava obugcisa obutsha, ukunciphisa unyawo lwe-buffer dosing kwinqanaba lenkqubo yokucoca, kunye nokunciphisa utyalo-mali lwangaphambili kunye neendleko zasemva kokuveliswa kunye nokusebenza. , Ukuphucula ukusebenza kakuhle kwemveliso, qinisekisa iiparameters zenkqubo ebalulekileyo (CPP) ye-buffer kunye nokulandeleka kwayo, kwaye ekugqibeleni uphucule umgangatho wamayeza.