International Journal of Engineering

International Journal of Engineering

Modeling of Dust Content Control System for Industrial Enterprises in the Mineral Resource Sector

Document Type : SPMU 2026

Authors
Empress Catherine II Saint-Petersburg Mining University, Saint-Petersburg, Russia
Abstract
The article investigates the problem of creating an effective dust suppression system. The authors, employing methods of systems analysis, mathematical modeling, decision theory, mine time-based measurements of dust concentration changes during ventilation, and numerical modeling of dust concentration changes, developed an automated dust suppression system for an apatite-nepheline deposit. The system architecture was designed, encompassing stages from receiving and processing dust concentration data to generating a response through activating suppression with intensity regulation depending on conditions. A prototype system was created and tested. The core of the system is custom-developed code that automatically regulates dust concentration in the mine using a PID controller and transmits data to a server, enabling real-time system monitoring and control. The annual economic benefit from implementing the system at the study site amounted to 2,170,701 rubles. Beyond the achieved economic benefit, the system will improve working conditions, enhance safety, and reduce harmful environmental impact.

Graphical Abstract

Modeling of Dust Content Control System for Industrial Enterprises in the Mineral Resource Sector
Keywords

Subjects


  1. Guo S, Yang S, Liu C. Mining heritage reuse risks: a systematic review. Sustainability. 2024;16(10):4048. 10.3390/su16104048
  2. Konieczna-Fuławka M, Szumny M, Fuławka K, Jaśkiewicz-Proć I, Pactwa K, Kozłowska-Woszczycka A, et al. Challenges related to the transformation of post-mining underground workings into underground laboratories. Sustainability. 2023;15(13):10274. 10.3390/su151310274
  3. Anikina I. Bukhantsev Yu. A., Kuz'mina Eh. V. Analysis of the Directions of Development of Control and Evaluation of the Effectiveness of the Implementation of State Programs and National Projects. Fundamental'nye issledovaniya= Fundamental Research. 2022:10-1. 10.17513/fr.43335
  4. Dzyurdzya OA, Gudkova OE, Kamchatova EY, Fedotova GV, Komarov VY. The transformation of the industrial economic sector in the conditions of Industry 4.0. Business 40 as a Subject of the Digital Economy: Springer; 2022. p. 1107-11.
  5. Hasozdemir K, Erçelebi S. Enhancing the performance of integer models for addressing the long-term production planning problem in open pit mines by decision variable fixation based on parametric analysis of the final pit limit. Mining Science and Technology (Russia). 2024;9(2):74-84. 10.17073/2500-0632-2023-09-156
  6. Balovtsev S. Higher rank aerological risks in coal mines. Mining Science and Technology (Russia). 2022;7(4):310–9. 10.17073/2500-0632-2022-08-18
  7. Kucherova Y, Glushchenko A, Anisimova EY, Mosolova D, Starodubova YV, editors. Development of information support for management by segments of activity of agroindustrial complex enterprises in arid territories. AIP Conference Proceedings; 2022: AIP Publishing LLC. 10.1063/5.0092825
  8. Mazari A, Ait Abbasb H, Laroussia K, Naceric B. Enhancing Wind Power Conversion System Control Under Wind Constraints Using Single Hidden Layer Neural Network. Transactions A: Basics. 2024;37(07):1306. 10.5829/ije.2024.37.07a.10
  9. Brahmbhatt B, Chandwani H. Modified second order generalized integrator-frequency locked loop grid synchronization for single phase grid tied system tuning and experimentation assessment. International Journal of Engineering, Transactions B: Applications. 2022;35(2). 10.5829/ije.2022.35.02b.03
  10. Younes B, Ait Abbas H, Bousbaine A, Fergani O, Mazari A. Optimizing DC microgrid systems for efficient electric vehicle battery charging in Ain El Ibel, Algeria. International Journal of Engineering, Transactions A: Basics. 2024;37(10):1891-900. 10.5829/ije.2024.37.10a.03
  11. Bui X-N, Nguyen H, Le Q-T, Le T. Forecasting PM 2.5 emissions in open-pit minesusing a functional link neural network optimized by various optimization algorithms. Mining Science and Technology (Russia). 2022;7(2):111-25. 10.17073/2500-0632-2022-2-111-125
  12. Fetisov V, Gonopolsky AM, Davardoost H, Ghanbari AR, Mohammadi AH. Regulation and impact of VOC and CO2 emissions on low‐carbon energy systems resilient to climate change: A case study on an environmental issue in the oil and gas industry. Energy Science & Engineering. 2023;11(4):1516-35. 10.1002/ese3.1383
  13. Sidorenko S, Trushnikov V, Sidorenko A. Methane emission estimation tools as a basis for sustainable underground mining of gas-bearing coal seams. Sustainability. 2024;16(8):3457. 10.3390/su16083457
  14. Eremeeva A, Kondrasheva N, Korshunov G. Method to reduce harmful emissions when diesel locomotives operate in coal mines. Topical Issues of Rational Use of Natural Resources 2019, Volume 1: CRC Press; 2019. p. 10-5.
  15. Dauvalter V, Sandimirov S, Denisov D, Dauvalter M, Slukovskii Z. Ecological and geochemical assessment of snow cover in the area affected by the apatite–nepheline production of the Kola Peninsula. Geochemistry International. 2023;61(12):1308-22. 10.1134/S0016702923120029
  16. Hazou E, Patchali TE, Konzou E, Kola P, Zorko B, Ndontchueng Moyo M, et al. Radiological assessment and statistical approaches of natural radionuclides in soil samples related to phosphate ore activities in the site of Dagbati, southern region of Togo. Water, Air, & Soil Pollution. 2022;233(7):237. 10.1007/s11270-022-05700-y
  17. Boumaza B, Chekushina TV, Kechiched R, Benabdeslam N, Brahmi L, Kucher DE, et al. Environmental geochemistry of potentially toxic metals in phosphate rocks, products, and their wastes in the Algerian phosphate mining area (Tébessa, NE Algeria). Minerals. 2023;13(7):853. 10.3390/min13070853
  18. Krasavtseva E, Maksimova V, Makarov D. Conditions affecting the release of heavy and rare earth metals from the mine tailings Kola Subarctic. Toxics. 2021;9(7):163. 10.3390/toxics9070163
  19. Krasavtseva E, Maksimova V, Makarov D, Potorochin E. Modelling of the chemical halo of dust pollution migration in loparite ore tailings storage facilities. Minerals. 2021;11(10):1077. 10.3390/min11101077
  20. Wingate E, Prasad R, Liu Y. Phosphorus—a Circular Journey from the Ground to the Recycling Line. Mining, Metallurgy & Exploration. 2023;40(5):1469-85. 10.1007/s42461-023-00839-6
  21. Koriko M, Zounon D, Tchegueni S, Bafai DD, Degbe KA, Fiaty K, et al. Physicochemical and mineralogical characterizations of wastes coming from phosphate ore processing of Hahotoé and Kpogamé mines. Journal of Minerals and Materials Characterization and Engineering. 2021;9(4):390-405. 10.4236/jmmce.2021.94027
  22. Tian S, Liang T, Li K. Fine road dust contamination in a mining area presents a likely air pollution hotspot and threat to human health. Environment international. 2019;128:201-9. 10.1016/j.envint.2019.04.050
  23. Hamed Y, Khelifi F, Houda B, Sâad AB, Ncibi K, Hadji R, et al. Phosphate mining pollution in southern Tunisia: environmental, epidemiological, and socioeconomic investigation. Environment, Development and Sustainability. 2023;25(11):13619-36. 10.1007/s10668-022-02606-x
  24. Golubkov V, Gorenkova G, Vorozhtsov E, Bespalova M, Bortnikov S. Chemical additive based on sodium oleate and linseed oil for preparation coal dust suppression composition. Mining Science and Technology (Russia). 2023;8(4):341-9. 10.17073/2500-0632-2023-02-79
  25. Perestoronin M, Parshakov O, Popov M. Parameterization of a ventilation network model for the analysis of mine working emergency ventilation modes. Mining Science and Technology (Russia). 2023;8(2):150–61. 10.17073/2500-0632-2022-10-13
  26. Kogarko L. Chemical composition and petrogenetic implications of apatite in the Khibiny apatite-nepheline deposits (Kola Peninsula). Minerals. 2018;8(11):532. 10.3390/min8110532
  27. Zhang Q, Fan L, Wang H, Han H, Zhu Z, Zhao X, et al. A review of physical and chemical methods to improve the performance of water for dust reduction. Process Safety and Environmental Protection. 2022;166:86-98. 10.1016/j.psep.2022.07.065
  28. Bałaga D SM, Kalita M, Williamson BJ, Walentek A, Małachowski M. . Selection of operational parameters for a smart spraying system to control airborne PM10 and PM2.5 dusts in underground coal mines. Process Safety and Environmental Protection. 2021;148:482-94. 10.1016/j.psep.2020.10.001
  29. Lee Y-Y, Yuan C-S, Yen P-H, Mutuku JK, Huang C-E, Wu C-C, et al. Suppression Efficiency for Dust from an Iron Ore Pile Using a Conventional Sprinkler and a Water Mist Generator. Aerosol and Air Quality Research. 2022;22(2):210320. 10.4209/aaqr.210320
  30. Chaulya S, Chowdhury A, Kumar S, Singh R, Singh S, Singh R, et al. Fugitive dust emission control study for a developed smart dry fog system. Journal of Environmental Management. 2021;285:112116. 10.1016/j.jenvman.2021.112116
  31. Saurabh K, Chaulya S, Singh R, Kumar S, Mishra K. Intelligent dry fog dust suppression system: an efficient technique for controlling air pollution in the mineral processing plant. Clean Technologies and Environmental Policy. 2022;24(4):1037-51. 10.1007/s10098-020-01991-z
  32. Beaulac P, Issa M, Ilinca A, Brousseau J. Parameters affecting dust collector efficiency for pneumatic conveying: a review. Energies. 2022;15(3):916. 10.3390/en15030916
  33. Pujiono P, Budi Prijanto T, Nurhayati A, Aripin S. Application of Electrostatic Precipitator with Electrode Distance Variation in Reducing Dust Levels in The Manufacturing Industry. Pollution. 2023;9(4):1309-16. 10.22059/poll.2023.354293.1764
  34. Bao Q, Liu Y, Li C, Jia L, Yan J, Yuan M, et al. Development and performance characterization of a hybrid dust suppressant based on sodium ligninsulfonate modification. Starch‐Stärke. 2021;73(3-4):2000207. 10.1002/star.202000207
  35. Dong H, Yu H, Xu R, Cheng W, Ye Y, Xie S, et al. Review and prospects of mining chemical dust suppressant: classification and mechanisms. Environmental Science and Pollution Research. 2023;30(1):18-35. 10.1007/s11356-022-23840-w
  36. Fang X, Jiang B, Yuan L, Liang Y, Ren B, Tao W, et al. Experimental study on atomization characteristics of gas–liquid two-phase flow nozzle and its dust removal effect. Materials. 2022;15(2):565. 10.3390/ma15020565
  37. Bukhantzev Y, Khudyakova A, Altukhova A, editors. Providing economic security for regional businesses. International Scientific Conference" Competitive, Sustainable and Secure Development of the Regional Economy: Response to Global Challenges"(CSSDRE 2018); 2018: Atlantis Press. 10.2991/cssdre-18.2018.110
  38. Boyarko GY, Lapteva A, Bolsunovskaya L. Mineral resource base of Russia’s copper: current state and development prospects. Mining Science and Technology (Russia). 2024;9(4):352-86. 10.17073/2500-0632-2024-05-248
  39. Potravny I, Novoselov A, Novoselova I, Gassiy V, Nyamdorj D. The Technogenic Deposits’ Development as a Factor of Overcoming Resource Limitations and Ensuring Sustainability. 2023. 10.20944/preprints202309.1430.v1
  40. Ilyushin Y, Nosova V. Development of Mathematical Model for Forecasting the Production Rate. International Journal of Engineering Transactions B: Applications. 2025;38(8):1749-57. 10.5829/ije.2025.38.08b.02
  41. Eremeeva AM, Ilyushin YV. Temperature Control During Storage of Raw Materials in the Process of Biodiesel Fuel Production. Inventions. 2025;10(1):7. 10.3390/inventions10010007
  42. Kukharova T, Maltsev P, Novozhilov I. Development of a control system for pressure distribution during gas production in a structurally complex field. Applied System Innovation. 2025;8(2):51. 10.3390/asi8020051
  43. Bramm AM, Eroshenko SA. Evaluation of the impact of the distance determination function on the results of optimization of the geographical placement of renewable energy sources-based generation using a metaheuristic algorithm. Записки Горного института. 2025(271 (eng)):141-53.
  44. Golovina E, Tselmeg B. Cost estimate as a tool for managing fresh groundwater resources in the Russian Federation. Geol Miner Resour Sib. 2023;4:81-91. 10.20403/2078-0575-2023-4a-81-91
  45. Katysheva E. Analysis of the interconnected development potential of the oil, gas and transport industries in the Russian Arctic. Energies. 2023;16(7):3124. 10.3390/en16073124
  46. Afanaseva O, Tulyakov T, Romashin D, Panova A. Development of a Robotic Complex for the Manufacture of Parts Used in Civil Engineering. Engineering Research Transcripts. 2023;3:51-8. 10.55084/grinrey/ERT/978-81-964105-0-6_6
  47. Barykin SE, Sergeev SM, Provotorov VV, Lavskaya KK, Shidlovskaya KA, Dedyukhina N, et al. Sustainability Analysis of Energy Resources Transport Based on A Digital ND Logistics Network. Engineered Science. 2024;29:1093. 10.30919/es1093
  48. Андреева ЕС, Маринина ОА, Туровская ЛГ. Nanofluid flooding as a method of enhancing oil recovery: mechanism, advantages. Bulletin of the Tomsk Polytechnic University Geo Assets Engineering. 2024;335(6):189-202. 10.18799/24131830/2024/6/4408
  49. Gloukhov D, Bogdanova D, Batova O, Vinogradova V, Nikiforov A. Synthesis of Rubber Mixing Process Control System. International Journal of Engineering Transactions A: Basics. 2025;38(10):2249-58. 10.5829/IJE.2025.38.10A.04
  50. Fedorova E, Pupysheva E, Morgunov V. Settling parameters determined during thickening and washing of red muds. Tsvetnye Metally. 2023;4:77-85. 10.17580/tsm.2023.04.10
  51. Romashin DV, editor Application of Artificial Intelligence to Improve the Efficiency of Monitoring and Diagnosing the Condition of Complex Technical Objects. 2024 Conference of Young Researchers in Electrical and Electronic Engineering (ElCon); 2024: IEEE. 10.1109/ElCon61730.2024.10468497
  52. Olkhovskiy D, Parshakov O, Bublik S. Study of gas hazard pattern in underground workings after blasting. Mining Science and Technology (Russia). 2023;8(1):47-58. 10.17073/2500-0632-2022-08-86
  53. Mitrofanova GV, Chernousenko EV, Kompanchenko AA, Kalugin AI. Specific action of collector from phosphoric acid alkyl esters class in flotation of apatite-nepheline ores. Записки Горного института. 2024(268 (eng)):637-45.
  54. Protosenya AG, Belyakov NA, Bouslova MA. Modelling of the stress-strain state of block rock mass of ore deposits during development by caving mining systems. Записки Горного института. 2023(262 (eng)):619-27.
  55. Villemant B, Jaffrezic H, Joron J-L, Treuil M. Distribution coefficients of major and trace elements; fractional crystallization in the alkali basalt series of Chaine des Puys (Massif Central, France). Geochimica et cosmochimica acta. 1981;45(11):1997-2016.
  56. Kozyrev B, Sizyakov V. Heap leaching of red mud by the formate method. Obogashchenie Rud. 2021;4:40-5. 10.17580/or.2021.04.07
  57. Asadulagi M-AM, Pershin IM, Tsapleva VV. Research on hydrolithospheric processes using the results of groundwater inflow testing. Water. 2024;16(3):487. 10.3390/w16030487
  58. Wang M, Hei Li MY, Zhou M-F, Zhou J-X, Sun G, Zhou Y, et al. Enrichment of rare earth elements during the weathering of alkaline igneous systems: insights from the Puxiong regolith-hosted rare earth element deposit, SW China. Economic Geology. 2024;119(1):161-87. 10.5382/econgeo.5024
  59. Kozyrev B, Sizyakov V, Arsentyev V. Principles of rational processing of red mud with the use of carboxylic acids. Non-Ferr Met. 2022;53:30-4. 10.17580/nfm.2022.02.05
  60. Mal'Tsev PA, Abramkin SE, Plotnikov AV, Martirosyan KV, editors. A conceptual Model of Controlled Gas Production Processes in Fields with a Complex Geological Structure. 2024 XXVII International Conference on Soft Computing and Measurements (SCM); 2024: IEEE. 10.1109/SCM62608.2024.10554098
  61. Boronko EA, Novozhilov IM, editors. Designing an Information System for Monitoring the Electromagnetic Field of a Power Plant. 2024 Conference of Young Researchers in Electrical and Electronic Engineering (ElCon); 2024: IEEE. 10.1109/ElCon61730.2024.10468204
  62. Pershin IM, Papush EG, Kukharova TV, Utkin VA. Modeling of distributed control system for network of mineral water wells. Water. 2023;15(12):2289. 10.3390/w15122289
  63. Kalashnikov A, Konopleva NG, Pakhomovsky YA, Ivanyuk GY. Rare earth deposits of the Murmansk region, Russia—a review. Economic Geology. 2016;111(7):1529-59. https://doi.org/10.2113/econgeo.111.7.1529
  64. Shchirova E, Tsvetkova A, Komendantova N. Analysis of the possibility of implementing carbon dioxide sequestration projects in Russia based on foreign experience. 2021. 10.5593/sgem2021/5.1/s20.004
  65. Pavel T, Polina S, Liubov N. The research of the impact of energy efficiency on mitigating greenhouse gas emissions at the national level. Energy Conversion and Management. 2024;314:118671. 10.1016/j.enconman.2024.118671
  66. Semenova T, Martínez Santoyo JY. Economic Strategy for Developing the Oil Industry in Mexico by Incorporating Environmental Factors. Sustainability. 2024;16(1):36. 10.3390/su16010036
  67. Marinina O, Malikov A, Lyubek Y, Pasternak S, Reshneva E, Stolbovskaya N. Selection of Enhanced Oil Recovery Method on the Basis of Clustering Wells. Processes. 2024;12(10):2082. 10.3390/pr12102082
  68. Kahraman MM, Erkayaoglu M. A data-driven approach to control fugitive dust in mine operations. Mining, Metallurgy & Exploration. 2021;38(1):549-58.
  69. Zakri BM, Zamzami O, Babour A. Automatic Dust Reduction System: An IoT Intervention for Air quality. International Journal of Advanced Computer Science & Applications. 2024;15(2). 10.14569/IJACSA.2024.0150219
  70. Malekzadeh M, Sadati J, Alizadeh M. Adaptive PID controller design for wing rock suppression using self-recurrent wavelet neural network identifier. Evolving Systems. 2016;7(4):267-75. 10.1007/s12530-015-9143-3
  71. Chakhmouradian AR, Reguir EP, Mitchell RH. Strontium-apatite: New occurrences, and the extent of Sr-for-Ca substitution in apatite-group minerals. The Canadian Mineralogist. 2002;40(1):121-36. https://doi.org/10.2113/gscanmin.40.1.121
  72. Gospodarikov AP, Revin IE, Morozov KV. Composite model of seismic monitoring data analysis during mining operations on the example of the Kukisvumchorrskoye deposit of AO Apatit. Записки Горного института. 2023(262 (eng)):571-80. 10.31897/PMI.2023.9
  73. Zueva I. Model building and development of internal control tools in the modern enterprise management system. Bulletin of the Moscow University named SU Vitte Series 1: Economics and Management. 2023;3(46):101-13. 10.21777/2587-554X-2023-3-101-113
  74. Hamidi H, Vafaei A, Monadjemi A. Algorithm based fault tolerant and check pointing for high performance computing systems. Journal of applied sciences. 2009;9(22):3947-56. 10.3923/jas.2009.3947.3956