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. 2023 Apr 17;3(3):128–164. doi: 10.1021/acsengineeringau.2c00053

Table 3. Examples of Molecular Modeling Investigations Focusing on Rational Design of Various Reagents for Mineral Froth Flotation.

molecular modeling approach reagent type and application key findings ref
DFT (B3LYP/6-3 functional) polyamine-based cationic collector for goethite and kaolinites system 1. design and synthesis of novel amine-based collector by DFT following lab-scale verification; 2. selectivity and collecting capability of collectors determined by interaction energy calculation (272)
MD (Universal force field) sodium hexametaphosphate (SHMP) dispersant for serpentine 1. anionic components of SHMP adsorbed on Mg and Si surface sites; 2. dispersant interact with serpentine through chemi/physisorption; 3. SHMP dominantly adsorbed on basal plane of serpentine rather than edge surface due to presence of rich Mg atoms with broken bonds (273)
MD (COMPASS force field) butane-3-heptyloxy-1,2-diamine (BHLD) collector for quartz flotation 1. electrostatic and hydrogen bond formation recognized as dominant binding mechanism of BHLD to quartz; 2. BHLD cations outperformed BHDL molecule as indicated by higher interaction energy values (274)
DFT (B3LYP functional) sodium O-benzythioethyl xanthate (SBEX) collector for chalcopyrite flotation 1. SBEX features higher affinity toward chalcopyrite compared to conventional xanthate sodium isobutyl xanthate (SIBX) and sodium phenylethyl xanthate (SPEX); 2. superior performance of SBEX collector ascribed to presence of thioether structure in structure (275)
DFT (GGA/PW91 functional) polymaleamide-propyl dithiocarbamate (PMA-PDTC) depressant for galena 1. study compared interactions and selectivity of DTC (depressant) and O-isopropyl-N-ethyl thionocarbamate (IPETC) (collector) with galena surface; 2. DTC shown to have higher affinity to galena surface; 3. based on DFT calculations, DTC (as galena-avid group) attach to hydrophilic PMA to form a new depressant for galena (276)
DFT (B3LYP-D3 functional) 2-cyano-N-ethylcarbamoyl acetamide (CEA) collector for fluorite, calcite, and scheelite flotation 1. CEA collector outperform BHA and fatty acid collectors in mineral flotation due to presence of two functional groups interacting with both cations and anions on mineral surface; 2. based on DFT results, CEA affinity to minerals followed the order fluorite > calcite > scheelite (277)
DFT (GGA/PBEsol functional) 2-(carbamoylamino) lauric acid (2-CLA) collector for quartz flotation 1. adsorption energy of main species in the flotation solution follows the order Ca2+ > Ca (OH)+ > OH > H2O > 2-CLA, meaning that quartz surfaces should be activated by metal cations or hydroxyl group prior to collector adsorption (especially in the case of 2-CLA); 2. DFT calculations revealed superior performance of 2-CLA due to chemical bonding and hydrogen binding abilities of amide group −CONH2 (278)
DFT (GGA/PBE functional) Evodiae fructus oil (EV-1) collector for fluorite flotation 1. results suggest oleic acid anion/oleamide anion mixture result in stronger interaction with fluorite surface (279)
DFT (GGA/PBE functional) Rhodanine-3-acetic acid (3-Rd) as chalcopyrite depressant in molybdenite flotation 1. DFT results reveal that 3-Rd collector prefers to adsorb on Fe rather than on Cu for chalcopyrite surface; 2. dominant binding mechanism in 3-Rd-chalcopyrite is chemisorption of – COO– and −CSS– groups of 3-Rd bind with Fe sites on chalcopyrite surface; 3. 3-Rd-molybdenite interactions mainly through physisorption via hydrogen bonding and electrostatic interactions (280)
DFT (GGA/PBE functional) l-cysteine as chalcopyrite depressant in molybdenite flotation 1. l-cysteine dominantly adsorbed on chalcopyrite surface via chemisorption of −SH and/or −NH2 groups of cysteine with Cu atoms rather than Fe sites on the surface; 2. based on DFT results, formation of l-cysteine dimer is predominant species on chalcopyrite surface (281)
MD (COMPASS force field) dodecyltrimethylammonium bromide (DTAB) collectors for flotation of low-rank coal 1. DTAB adsorption on coal surface improves hydrophobicity of coal by excluding water molecules from surface and reducing adsorption thickness; 2. adsorption configuration of DTAB, in which its headgroup faces coal surfaces and alkyl chain is exposed to water phase, is favorable for repelling water molecules (282)
DFT (GGA/PBEsol functional) ethylenediamine tetra(methylene phosphonic acid) sodium (EDTMPS) as magnesite depressant for quartz reverse flotation 1. DFT result suggests that preadsorption of EDTMPS weakens DDA-magnesite interactions due to favorable adsorption of EDTMPS on magnesite surface; 2. preadsorption of EDTMPS showed negligible effect of DDA adsorption on quartz surface (283)
DFT (GGA/PBEsol functional) O-butyl S-(1 chloroethyl)carbonodithioate (GC-1) collector for flotation of copper sulfide ore 1. DFT results confirm GC-1 interactions with chalcopyrite and pyrite are through chemi/physisorption, respectively; 2. adsorption energy calculations show that GC-1 collector forms more stable and stronger interactions with chalcopyrite compared to butyl xanthate collector (284)
DFT (GGA/PBEsol functional) MD (COMPASS force field) N-dimethyl-N′-dodecyl-1,3-propanediamine (DPDA) collector for quartz flotation in hematite–quartz systems 1. DFT and MD simulation results confirm DPDA has better collectivity and selectivity toward quartz than conventional amine-based collectors (e.g., DDA); 2. DPDA-quartz interactions predominantly tuned by electrostatic attraction and hydrogen bonding (285)
DFT (GGA/PBE functional) Cupferron collector for cassiterite flotation in cassiterite–quartz systems 1. DFT results confirm selective adsorption of Cupferron on cassiterite surface than quartz before activating surface by Pb2+; 2. Pb2+ activation shown to be more energetically favorable on cassiterite than quartz surface; 3. Interaction study further suggests that Pb2+ activation promotes Cupferron adsorption on hydrated quartz surface, and Cupferron interacts slightly more stronger with activated quartz than with cassiterite surface; 4. based on simulation results, for efficient separation of cassiterite from quartz, dosage of Pb2+ should be strictly controlled to prevent quartz activation (286)
DFT (GGA/BFGS functional) N-(carboxymethyl)-N-tetradecylglycine (NCNT) collector for fluorapatite flotation 1. Based on DFT study, NCNT has stronger interaction with fluorapatite than oleic acid collector; 2. adsorption configurations suggest that NCNT adsorption mechanism on fluorapatite is through bidentate covalent bond with surface-exposed Ca atoms (174)