Исследование применения наноматериалов для улучшения характеристик цементных смесей в процессе капитального ремонта скважин



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Аннотация

Провести комплексный анализ рецептур цементных растворов, применяемых при цементировании скважин УС-1 (месторождение Уаз Северный) и Г-1 (месторождение Западная Прорва), выявить их ключевые технологические недостатки и обосновать целесообразность введения нанокомпозитов (наночастицы SiO₂, Al₂O₃ и углеродные нанотрубки) для повышения надёжности зональной изоляции в условиях зрелых месторождений Западного Казахстана.

Использованы данные трёх реальных программ цементирования; лабораторные испытания цементных растворов проводились в соответствии с требованиями ISO 10426-2 (определение прочности на сжатие, водоотдачи, свободной воды, растекаемости, времени загустевания). Гидродинамическое моделирование процесса цементирования скважины Г-1 выполнено в программном комплексе iCem (Halliburton) в 2D и 3D режимах с расчётом динамического профиля температуры и ЭПД.

Установлено, что прочность лёгкого цементного раствора скважины УС-1 составила 10,2 МПа (после 24 ч при 34°C), что ниже минимального норматива ISO 10426-2 (13,8 МПа); водоотдача достигла критического значения 110 мл/30 мин при ВЦО = 0,82. Для скважины Г-1 выявлен риск ретроградной деградации прочности цементного камня на 20–30% в течение первых 5 лет при температуре 72°C. Показано, что введение гибридного нанокомпозита SiO₂/Al₂O₃ (2:1) в концентрации 2,5% bwoc теоретически обеспечивает прочность 14,8–15,8 МПа, снижение водоотдачи до 35–45 мл/30 мин и уменьшение ВЦО до 0,65–0,70.

Применение наночастиц SiO₂, Al₂O₃ и углеродных нанотрубок в цементных растворах является перспективным направлением для устранения выявленных недостатков стандартных рецептур и обеспечения долгосрочной зональной изоляции на месторождениях Западного Казахстана. Результаты рекомендованы для лабораторной верификации в условиях, моделирующих пластовые параметры рассматриваемых месторождений.

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Introduction

The quality of casing cementing is one of the key factors determining the reliability of well completion and the long-term efficiency of well operation. In the conditions of mature oil fields of Western Kazakhstan, characterized by significant water cut and complex geological-technical conditions, the task of ensuring the integrity of the annular space is of paramount importance [1]. Existing cement slurry formulations based on Class G cement with traditional additives of fluid loss reducers, retarders, and defoamers often do not provide a sufficient level of strength and durability of the cement stone under aggressive reservoir conditions, which is especially critical when performing multi-stage cementing of deep wells [2].

In recent years, the potential of nanomaterials as functional additives to cement slurries has been actively investigated in world oil industry practice. Nanoparticles of silicon dioxide (SiO₂), aluminum oxide (Al₂O₃), iron oxide (Fe₂O₃), and carbon nanotubes (CNTs), when introduced at concentrations from 0.1 to 3.0% bwoc, can radically change the microstructure of cement hydration products, reduce porosity and permeability, increase compressive strength, and improve resistance to aggressive formation fluids [3][4]. The mechanism of action of nanomaterials is based on the creation of additional C-S-H gel, filling of nanopores and the formation of a reinforcing network in the cement matrix, providing a synergistic effect in improving physical-mechanical properties of the cement stone.

The present work aims, on the basis of real field data from cementing programs of well US-I (Uaz Severny field, 2025) and two-stage cementing of well G-I (Western Prorva field, 2025), to carry out a comprehensive comparative analysis of cement slurry formulations used, identify their weaknesses, and substantiate specific directions for nanocomposite application to improve the efficiency and reliability of cementing under various geological-technical conditions of the Western Kazakhstan region.

Three cementing intervals in two wells located in the Atyrau region of the Republic of Kazakhstan were used for the study. The main geological-technical parameters are presented in Table 1.

 

Table 1: Comparative characteristics of wells and cementing modes

Parameter

US-I
'Uaz Severny'

G-I (1st stage)
'Western Prorva'

G-I (2nd stage)
'Western Prorva'

Work type

Cas. cem.

1st stage cas. cem.

2nd stage cas. cem.

OD casing, mm

168.3

177.80

177.80

ID casing, mm

153.7

159.42

159.41

Shoe depth, m

1049.69

2400.0

1450.0

Borehole diam., mm

215.9

216.0

215.9

Washout factor

1.15

+50%

+50%

Static temp., °C

34

72

63

Circ. temp., °C

30

40

40

Mud density, g/cm³

1.23

1.32

1.32

STOP pressure, bar

114.5

110

160

Cement top, m

to surface

1430

to surface

WOC

48 h

per CBL

72 h min

ECD max, SG

1.68

1.68

 

The fundamental difference between the analyzed objects lies in the thermobaric conditions and the depth of productive horizons. Well US-Irepresents a typical object for performing work on mature fields with a relatively shallow depth (≈1050 m) and moderate bottomhole temperature (34°C), characteristic of water-flooded reservoirs with long operational history. Under these conditions, the key problems are ensuring sufficient strength of the lightweight cement slurry and controlling fluid loss at a high water-to-cement ratio.

Well G-I at the Western Prorva field is characterized by significantly more complex conditions and was implemented using a two-stage cementing scheme with a stage cementing collar (SCC) at a depth of 1450 m. The first cementing stage covers the interval from 2400 m to 1430 m with a bottomhole static temperature of 72°C, requiring use of a setting retarder and comprehensive control of rheological parameters. The second stage is performed after opening the SCC ports and provides isolation of the upper interval from the surface to a depth of 1450 m at a static temperature of 63°C. This two-stage technology optimizes slurry parameters for different thermobaric conditions along the wellbore depth and is standard practice for completing deep wells [5][6].

Laboratory Research Results and Hydrodynamic Modeling

Laboratory tests of cement slurries were conducted in accordance with ISO 10426-2 standard requirements and included determination of compressive strength, fluid loss, free water, spread, thickening time and setting times. Results are presented in Table 2.

 

Table 2: Laboratory test results of cement slurries.

Parameter

US-I
LCS
1.60 g/cm³

US-I
HCS
1.85 g/cm³

G-I
(1st st.)
1.89 g/cm³

G-I (2nd st.)
Lead
1.89 g/cm³

G-I (2nd st.)
Tail
1.89 g/cm³

Test temp., °C

34

34

47.8

40

40

Strength 24h, MPa

10.2

14.9

Strength 48h, MPa

12.4

17.2

Fluid loss, ml/30min

110

76

142.4

Fluid loss 40°C/68bar

52.0

Free water, ml

0.0

0.0

0.0

0.0

Spread, mm

245

230

Thick. @40Bc, min

255

250

358

310

Init. set, h:mm

05:25

05:45

Visc. 600/25°C

200

186

149

Visc. 600/40-48°C

190

181

 

Analysis of the experimental data obtained reveals a number of critical aspects requiring technological improvement. The strength of the lightweight cement slurry of well US-Iat 10.2 MPa after 24 hours at 34°C is at the lower boundary of acceptable values for ensuring reliable zonal isolation. According to ISO 10426-2 and API recommendations, the minimum acceptable cement stone strength for intervals subjected to formation fluid effects is 13.8 MPa (2000 psi), which is 35% higher than the value achieved for the LCS [9]. Insufficient strength creates risks of violating the integrity of the cement sheath under cyclic thermomechanical loads during well operation, especially during stimulation operations or hydraulic fracturing.

The fluid loss value of the lightweight slurry at 110 ml/30 min is critically high and indicates intensive dehydration of the slurry upon contact with permeable formations. Excessive water filtration from the cement slurry into the formation leads to the formation of a dehydrated cake at the cement-formation interface, reducing slurry mobility, risk of premature thickening and formation of water channels in the annular space, disrupting the integrity of isolation [8]. For comparison, the heavyweight slurry of the same well demonstrates significantly better fluid loss values (76 ml/30 min) due to the lower water-to-cement ratio and the use of a plasticizer providing the required mobility with less mixing water.

Test results for scavenger cement of the second stage of well G-I show a fluid loss at 30°C at 142.4 ml/30 min, explained by the absence of specialized fluid loss reducers in the composition (only defoamer D-Air 5000 is present). However, when the temperature increases to 40°C and pressure to 68 bar (conditions approximating downhole conditions), the fluid loss decreases to 52.0 ml/30 min due to the thermal acceleration of hydration processes and C-S-H gel formation [5]. For the main cement slurries of the first and second stages, the application of the complex of fluid loss reducers HALAD-344 and HALAD-413 ensures the required level of filtration control in the temperature range 40–72°C.

Hydrodynamic modeling of the cementing process for well G-I in the iCem® software package by Halliburton enabled 2D and 3D visualization of fluid distribution in the annular space, calculation of the ECD profile, determination of calculated surface pressure, and assessment of drilling mud displacement efficiency by cement. The 2D modeling results showed that at the completion of cement plug displacement (time 82.87 min for the first stage and 69.73 min for the second stage), the fluid distribution in the annular space corresponds to the design cement-top heights accounting for +50% volume excess for caliper factor. The calculated 'STOP' pressure at the displacement plug seating is 110 bar for the first stage and 160 bar for the second stage, which correlates with the actual hydrostatic pressure values of the fluid column in the casing and annular space [5][6].

Comparative Analysis of Technological Approaches and Identification of Problem Areas

A detailed comparison of the cementing programs for wells US-Iand G-I allows identifying fundamental differences in technological approaches, conditioned by differences in geological-technical conditions, customer requirements, and the level of technical support of service companies. Data are presented in Table 3.

 

Table 3: Comparison of technological approaches to cementing

Comparison criterion

US-I

G-I

Volume calculation

Manual (Excel)

iCem® 3D

Hydraulics modeling

Simplified

2D/3D iCem®

Temperature profile

Static

Dynamic

Buffer system

Simple (1 buffer)

Two-stage

Fluid loss control

1 additive FL-1

2 additives HALAD

Retarder

Not required

HR-5 (mandatory)

Centralizer design

Standard

iCem® Soft String

Quality criterion

Strength 24/48h

CBL ≥80%

Rheology hierarchy

Not controlled

Strictly maintained

Nano-additives

None

None

 

The cementing program for well G-I, demonstrates a significantly higher level of engineering preparation of the operation, including mandatory three-dimensional computer modeling in the specialized iCem® software package, dynamic calculation of the temperature profile accounting for heat exchange between injected fluids and rock formations, casing centralizer optimization using the Soft String method, and application of a two-stage buffer system for improved borehole cleaning from drilling mud. Fluid loss control is ensured by application of two specialized fluid loss reducers (HALAD-344 and HALAD-413), working synergistically over a wide temperature range. The rheological hierarchy of fluids is strictly controlled by measuring viscosity at several temperatures and shear rates, allowing prediction of displacement efficiency and minimization of channeling risk.

Despite the indicated differences in technological approaches, both cementing programs demonstrate a common problem — the absence of nanomaterial application for targeted improvement of physical-mechanical characteristics of cement slurries. The identified deficiencies of existing formulations, such as insufficient strength of the lightweight cement slurry (10.2 MPa versus the normative 13.8 MPa), high fluid loss (110 ml/30 min), elevated water-to-cement ratio (W/C = 0.82) and risks of retrograde strength degradation at high temperatures (72°C for the first stage of G-I), can be effectively eliminated by introducing specially selected nanocomposites at concentrations of 0.5–3.0% bwoc.

Application of Nanomaterials for Improving Cement Slurry Characteristics

World experience from laboratory studies and field trials convincingly demonstrates that introducing nanoparticles into cement slurries radically changes the microstructure of cement stone at the nanometer scale, providing a synergistic effect in improving strength, filtration, and adhesion characteristics. The mechanism of action of nanomaterials is realized through a complex of physicochemical processes, including formation of additional nucleation centers for hydration phases, filling of nanopores by filler particles, pozzolanic reaction with calcium hydroxide, and creation of a reinforcing network in the cement matrix [10][11][12].

Nanoparticles of Silicon Dioxide (nano-SiO)

Silicon dioxide nanoparticles are the most studied and widely used type of nanomodifiers for cement slurries due to the combination of high efficiency, chemical stability, and processability of introduction into cement systems. The mechanism of cement stone strengthening when introducing nano-SiO₂ is based on the pozzolanic reaction: amorphous SiO₂ nanoparticles 10–50 nm in size enter into chemical interaction with calcium hydroxide Ca(OH)₂, a product of Portland cement hydration, forming additional C-S-H calcium silicate hydrate gel according to the reaction: SiO₂ + Ca(OH)₂ + H₂O → C-S-H. The C-S-H gel has high strength and fills capillary pores in the cement stone structure, reducing overall porosity and permeability of the material [10].

Experimental studies show that with the addition of nano-SiO₂ at concentrations from 1.0 to 3.0% bwoc, an increase in compressive strength of 25–45% compared to the base composition without nanoparticles is observed, a decrease in water permeability coefficient of 60–80%, and a reduction in free water of 70–90%. The optimal concentration of nano-SiO₂ for most cement systems is in the range of 1.5–2.5% bwoc, since further increase in dosage leads to agglomeration of nanoparticles and reduction of their distribution efficiency in the slurry volume [10][11].

Nanoparticles of Aluminum Oxide (nano-AlO)

Aluminum oxide nanoparticles provide a mechanism of cement matrix densification by filling nanopores smaller than 100 nm and forming additional bonds in the aluminate phase of cement hydration products. Unlike nano-SiO₂, whose pozzolanic activity manifests mainly at normal and moderately elevated temperatures, nano-Al₂O₃ demonstrates high efficiency at temperatures above 60°C, providing stabilization of cement stone strength and preventing retrograde degradation of mechanical properties characteristic of Class G cement systems under prolonged curing at elevated temperatures [11][12].

Effective concentration of nano-Al₂O₃ for cement slurries is 0.5–2.0% bwoc. At a dosage of 1.0% bwoc, an increase in compressive strength of 15–25% and reduction in permeability of 40–60% is observed at temperatures of 60–90°C. Nano-Al₂O₃ is of particular importance for cementing deep wells with bottomhole temperatures exceeding 60°C, where standard Class G cement formulations without nanomodifiers are subject to strength reduction of 20–30% during the first 6–12 months of operation due to structural rearrangements in the crystal lattice of hydrate phases.

For well G-I at the Western Prorva field with a static bottomhole temperature of 72°C (first stage), introduction of nano-Al₂O₃ at a concentration of 1.0% bwoc is critically important for ensuring long-term integrity of the cement sheath. Modeling of the strength kinetics of modified cement stone shows that application of nano-Al₂O₃ allows stabilizing strength at 95–100% of the initial value for at least 5 years of well operation at 72°C, whereas unmodified cement demonstrates strength reduction to 70–75% of the initial level over the same period [11].

Carbon Nanotubes (CNTs)

Carbon nanotubes are cylindrical nanostructures 1–50 nm in diameter and from hundreds of nanometers to several micrometers in length, possessing exceptionally high tensile strength (up to 130 GPa) and elastic modulus (up to 1 TPa). Introduction of CNTs at concentrations of 0.1–0.5% bwoc into cement slurry leads to the formation of a three-dimensional reinforcing network in the hardened cement stone at the nanoscale level, which effectively prevents the initiation and propagation of microcracks under the action of thermomechanical stresses, cyclic loads, and shrinkage deformations [12].

Experimental studies show that using CNTs at a concentration of 0.3% bwoc increases the tensile strength of cement stone by 35–50%, the elastic modulus — by 20–30%, and fracture toughness (critical stress intensity factor) — by 40–60% compared to unmodified cement. CNTs are of particular importance for wells subjected to intensive temperature cycling during periodic hot water or steam injection, as well as for wells in seismically active regions where the cement sheath experiences dynamic loads from ground vibrations.

Hybrid Nanocomposites SiO/AlO

The most promising direction for the development of cement slurry nanomodification technology is the application of hybrid binary systems containing two types of nanoparticles in a certain ratio. The combination of nano-SiO₂ and nano-Al₂O₃ in a ratio of 2:1 at a total concentration of 2.0–3.0% bwoc provides a synergistic effect exceeding the simple sum of the effects from separate application of each component. The mechanism of synergy lies in the fact that nano-SiO₂ ensures formation of additional C-S-H gel through the pozzolanic reaction, while nano-Al₂O₃ stabilizes the formed structure through the formation of aluminate bonds and prevention of retrograde transformations at elevated temperatures [10][11].

Laboratory tests of hybrid SiO₂/Al₂O₃ nanocomposites show an increase in compressive strength after 24 hours of 40–55% compared to base cement, reduction in fluid loss of 65–75%, decrease in permeability coefficient of 70–85%, and improvement of cement stone adhesion to the steel surface of the casing by 20–30%. Application of hybrid SiO₂/Al₂O₃ nanocomposite (2:1) at a concentration of 2.5% bwoc for the lightweight cement slurry of well US-Iwill theoretically ensure achievement of strength 14.8–15.8 MPa after 24 hours at 34°C, fluid loss at 35–45 ml/30 min, and a water-to-cement ratio reduced to W/C = 0.65–0.70 while maintaining the required slurry density of 1.60 g/cm³.

 

Risk Assessment and Recommendations for Nanocomposite Application

Comprehensive analysis of data from three cementing programs (US-I, G-I first stage, G-I second stage) allows formulating targeted recommendations for the application of nanomaterials to eliminate specific identified problems and improve the reliability of zonal isolation. Systematized recommendations are presented in Table 4.

 

Table 4: Targeted recommendations for nanoadditive application

Identified problem

Well

Recommended nanocomposite

Dosage, % bwoc

Expected effect

Low LCS strength (10.2 MPa)

US-I

Nano-SiO₂

2.0

+40% → 14.3 MPa

High fluid loss (110 ml/30min)

US-I

Nano-SiO₂ + FL-1

1.5+0.6

→60 ml/30 min

Degradation at T>60°C

G-I (1)

Nano-Al₂O₃

1.0

Stabilization 92.5% for 5 years

Channeling

All

Nano-SiO₂ / CNT

0.5–1.0

+20% adhesion

W/C=0.82 in LCS

US-I

Nano-SiO₂

2.0

W/C→0.65–0.70

Rheological instability at 72°C

G-I (1)

Nano-Al₂O₃+HR-5

0.5+0.25

Viscosity stabilization

Microcracks during workover

US-I

CNT

0.3

+45% fracture toughness

 

Key risks when using standard formulations without nanomaterials include insufficient strength of the cement sheath in intervals with lightweight slurries, which creates prerequisites for integrity violations under cyclic thermomechanical loads characteristic of well operation at mature fields; high fluid loss leading to formation of water channels in the annular space and migration of formation fluids; and retrograde strength degradation under prolonged curing at temperatures above 60°C, which is especially critical for deep wells such as G-I.

Both cementing programs of well G-I provide as quality assessment criteria the conduct of cement bond log (CBL) with a requirement for complete bonding of not less than 80% throughout the entire wellbore and not less than 80% in the productive interval. Risk analysis in the programs directly points to channeling risks with insufficient borehole cleaning from drilling mud and non-optimal casing centralizer placement. Application of nano-SiO₂ at concentrations of 1.5–2.0% bwoc contributes to improving the thixotropic properties of the cement slurry, which reduces the probability of channeling through faster formation of structural gel strength immediately after cessation of shear influence during slurry displacement [5][6].

The cementing program of well G-I prescribes mandatory three-dimensional hydraulic process modeling in the iCem® software package prior to work commencement. Entering the rheological characteristics data of the nanomaterial-modified cement slurry into the iCem® simulator will allow more accurate prediction of the ECD profile, optimization of pump rates for different stages (spacer, buffer, cement, displacement) and minimization of the risks of lost circulation or hydraulic fracturing during the primary cementing operation.

Mechanism of Nanocomposite Effect on Cement Stone Structure

From the perspective of physical chemistry of cement hardening processes, introduction of nanoparticles into cement slurry activates four interrelated mechanisms for forming a dense and strong structure of hydrated cement stone.

The first mechanism — pore filling effect (filler effect) — is realized because nanoparticles 10–100 nm in size are able to penetrate and fill inter-grain voids in the cement gel structure, inaccessible to standard mineral admixtures of micrometer size. The nanoscale of particles ensures their uniform distribution in the volume of the cement matrix and effective filling of capillary pores 50–500 nm in diameter, which form due to evaporation of excess mixing water. The total open porosity of hydrated cement stone when introducing nanoparticles at a concentration of 2.0% bwoc is reduced by 15–30% compared to the unmodified composition, which proportionally improves mechanical strength and reduces fluid permeability [10].

The second mechanism — acceleration of cement hydration — is due to the fact that nanoparticles act as additional crystallization centers for hydrate phases C-S-H, C-A-H and Ca(OH)₂. The high specific surface area of nanoparticles (for nano-SiO₂ up to 200–300 m²/g) ensures a manifold increase in the interface surface area and intensification of nucleation processes of hydrate crystals on the surface of nanoparticles. This leads to acceleration of early strength development of cement stone by 20–40% during the first 12–24 hours of curing, which is especially important when performing operations requiring reduction of Waiting on Cement (WOC) time to minimize well downtime [11].

The third mechanism — pozzolanic activity of nano-SiO₂ — consists in the chemical reaction of amorphous silicon dioxide nanoparticles with calcium hydroxide released during hydration of Portland cement minerals (mainly alite C₃S and belite C₂S), forming additional C-S-H gel according to the reaction: n·SiO₂ + m·Ca(OH)₂ + p·H₂O → (CaO)ₘ·(SiO₂)ₙ·(H₂O)ₚ. The formed pozzolanic C-S-H gel has a low Ca/Si ratio (approximately 1.2–1.5 versus 1.7–2.0 for primary gel), providing denser packing of the structure and enhanced chemical resistance to aggressive environments. Binding of free calcium hydroxide into additional C-S-H eliminates 'weak zones' in the stone structure formed by local accumulation of portlandite crystals, and increases the long-term strength and resistance of cement stone to leaching under conditions of mineralized formation water circulation [10][11].

The fourth mechanism — reinforcing effect of carbon nanotubes — is based on the formation in the cement matrix volume of a three-dimensional network of nanoscale CNT fibers, which effectively prevent the propagation of microcracks initiated under the action of thermomechanical stresses, shrinkage deformations and external loads. The high tensile strength of carbon nanotubes (up to 130 GPa) and their ability to bridge microcracks with opening widths from nanometers to a few micrometers provides a manifold increase in fracture toughness of cement stone and its resistance to cyclic loads.

cementing.

 

Conclusion

Based on detailed analysis of actual cementing programs for well US-Iat the Uaz Severny field and two-stage cementing of well G-I at the Western Prorva, the following key findings have been established:

Standard cement slurry formulations based on Class G cement with traditional additives of fluid loss reducers, retarders, expansive agents, and defoamers provide minimally acceptable physical-mechanical characteristics, which under the conditions of mature fields operation with aggressive formation fluids and the necessity of performing production stimulation operations are insufficient. The strength of the lightweight cement slurry of well US-Iat 10.2 MPa after 24 hours at 34°C does not comply with the minimum standard of ISO 10426-2 (13.8 MPa), fluid loss of 110 ml/30 min is critically high and creates risks of slurry dehydration and channeling, and the water-to-cement ratio W/C = 0.82 leads to formation of excess capillary porosity and reduction of cement stone durability.

Well G-I with a first-stage shoe depth of 2400 m, static bottomhole temperature of 72°C and application of two-stage cementing technology with SCC at a depth of 1450 m demonstrates a significantly higher level of engineering preparation of the operation, including three-dimensional modeling in iCem®, dynamic temperature profile calculation, centralizer optimization, and application of a two-stage buffer system. However, even when using modern Halliburton technologies, the program does not include nanomaterial application, which creates risks of retrograde cement stone strength degradation of 20–30% during the first 5 years of operation at 72°C due to structural rearrangements in the hydrate phases of Class G cement.

The application of nanocomposites in combination with modern cementing process design methods (3D modeling in iCem®, centralizer optimization, extended laboratory testing, cement bond log for quality control) represents a promising direction for the development of cementing technology at Western Kazakhstan fields and is recommended for laboratory validation under simulated reservoir conditions of the Uaz Severny and Western Prorva fields.

The integration of nanomaterial technology into well cementing practice represents not merely a gradual improvement of existing approaches, but a qualitative transition to a new paradigm of zonal isolation capable of reliably functioning under complex thermomechanical and chemical conditions of mature hydrocarbon fields. As demonstrated through quantitative analysis of actual field programs, systematic application of specially developed nanocomposites can transform marginal cementing operations with limited reliability into highly effective long-term zonal isolation systems, ensuring safe and economically viable operation of oil and gas wells.

×

Об авторах

Дінмұхаммед Русланұлы Абдрахманов

Атырауский филиал КМГ Инжиниринг

Автор, ответственный за переписку.
Email: dimash.26.05.2015@gmail.com
ORCID iD: 0009-0004-6449-6241

Инженер-технолог

Казахстан, город Атырау

Болатхан Файзуллаевич Сабиров

Атырауский филиал КМГ Инжиниринг

Email: b.sabirov@kmge.kz
ORCID iD: 0009-0006-2206-8542
Казахстан, г. Атырау

Б. Т. Умралиев

КМГ Инжиниринг

Email: b.umraliyev@kmge.kz
ORCID iD: 0009-0000-9083-5308

докт. техн. наук

Казахстан, город Астана, БЦ Изумрудный квартал, ул. Д. Кунаева 8, Блок ‘’Б’’, 25-й этаж, офис 2503,

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