Agus Nugroho

@brin.go.id

Research Center for Composite and Biomaterials
National Research and Innovation Agency (BRIN)

Agus Nugroho
Agus Nugroho, Ph,D. is an expert in tribology, nanolubricants, and sustainable biolubricant development, focusing on nanomaterial surface modification, heat transfer enhancement, HVAC system application, and eco-friendly lubrication systems. His research bridges mechanical engineering, materials science, and nanotechnology to advance high-performance and sustainable industrial applications.

EDUCATION

Bachelor - Machenical Engineering Education - Automotive Major
Master - Master of Engineering - Materials Science and Engineering Major
Doctorate - Ph.D. in Mechanical Engineering - Advanced Fluids

RESEARCH, TEACHING, or OTHER INTERESTS

Mechanical Engineering, Automotive Engineering, Multidisciplinary, Renewable Energy, Sustainability and the Environment

FUTURE PROJECTS

Formulation of a palm olein-based biolubricant enriched with hybrid nanoparticles (e.g., TiO₂ + SiO₂ or TiO₂ + MoS₂), incorporating nanoparticle surface modification and advanced dispersion techniques

This study proposes the formulation of a palm olein-based biolubricant enriched with hybrid nanoparticles (e.g., TiO₂ + SiO₂ or TiO₂ + MoS₂). The approach involves nanoparticle surface modification and advanced dispersion techniques to enhance oxidative stability, viscosity index, load-carrying capacity, and to reduce friction and wear in small motorcycle engines. The primary objectives are: (1) to improve tribological performance (coefficient of friction and wear) under typical motorcycle operating conditions; (2) to enhance the oxidative stability and service temperature range of palm olein through chemical treatments such as esterification, epoxidation, or polyol esterification combined with nanoparticle incorporation; and (3) to develop an additive package and dispersion protocol that are compatible with engine seal and material systems. The expected outcome is a sustainable and high-performance hybrid nano-biolubricant suitable for motorcycle applications, combining environmenta


Applications Invited
PhD Student

Biocompatible Hybrid Nano-Biolubricant as an Artificial Synovial Fluid Substitute for Osteoarthritic Knee Joints

The knee joint is a complex articulation comprising the femur, tibia, fibula, patella, cartilage, meniscus, and synovial membrane, which rely on synovial fluid for effective lubrication and wear protection. Degenerative conditions such as osteoarthritis lead to the depletion or degradation of this natural lubricant, resulting in increased friction, wear, and joint discomfort. This study aims to develop a bioinspired nano-biolubricant designed to replicate and enhance the natural lubricating functions of synovial fluid. The proposed formulation utilizes biocompatible and biodegradable base materials such as seaweed- or palm-derived esters combined with functionalized nanoparticles (e.g., TiO₂, and or SiO₂) to achieve superior boundary & hydrodynamic lubrication. Surface modification and dispersion engineering are employed to ensure nanoparticle stability and compatibility with biological environments. Comprehensive evaluations—including tribological performance & Simulated Body Fluids.


Applications Invited
PhD Student
34

Scopus Publications

377

Scholar Citations

11

Scholar h-index

13

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Performance evaluation of FTiO2-POE nanolubricant for enhanced efficiency in automotive air conditioning systems
    GS Prayogo, R Mamat, MF Ghazali, A Azhari, N Lusi, A Nugroho, ...
    Journal of the Indian Chemical Society 103 (5), 102615 , 2026
    2026
  • In-Depth Stability Analysis and Optimization of Ultrasonication Duration for Novel TiO2-Seaweed Nanolubricants Using One-Factor-At-a-Time (OFAT) Response Surface Methodology
    A Nugroho, S Kristianto, P Puranto, MF Ghazali, R Mamat, Z Bo, ...
    Cleaner Engineering and Technology, 101161 , 2026
    2026
  • Dynamic Polarity Switching under DC-Biased AC Waveforms: Mechanistic Insights into Hydroxyapatite Coating via Electrochemical Deposition
    KP Suwondo, M Kozin, R Angellina, Y Elfena, DA Fitriani, A Nugroho, ...
    Vacuum, 115091 , 2026
    2026
  • One‐step hydrothermal process of carbon dots derived from lemon and ginger juice: synthesis and characterizations
    ME Raypah, MF Jamlos, A Nugroho, HF Ahmad, M Kozin, V Balakrishnan
    Journal of Chemical Technology & Biotechnology 100 (12), 2601-2615 , 2025
    2025
    Citations: 8
  • Optimization and stability analysis of TiO₂-palm olein nano-biolubricants using one-factor-at-a-time
    A Nugroho, Z Bo, R Mamat, P Puranto, MF Ghazali, YI Supriyatna, ...
    Journal of Molecular Liquids 438, 128525 , 2025
    2025
    Citations: 2
  • Multivariate Analysis of pH-Dependent Carbon Dots Sensitivity for Fe 3 ⁺ Ions Detection Using UV–VIS Spectroscopy
    ME Raypah, MF Jamlos, J Muncan, KMNK Khalif, SA Saruchi, MM Ali, ...
    Journal of Fluorescence 35 (11), 10847-10866 , 2025
    2025
    Citations: 5
  • Next-Generation Thermal Spray Coatings for Military Use: Innovations, Challenges, and Applications (Bibliometric Review 2015-2025)
    A Nugroho, S Daud, P Puranto, R Mamat, Z Bo, MF Ghazali
    Digital Chemical Engineering, 100259 , 2025
    2025
    Citations: 10
  • A Bibliometric Review of the Research Progress and Trends in Nanolubricants for Refrigeration Systems (2003-2025)
    GS Prayogo, R Mamat, MF Ghazali, A Nugroho, IGNB Catrawedarma, ...
    International Journal of Automotive Science And Technology 9 (3), 353-373 , 2025
    2025
    Citations: 4
  • Energy efficiency and sustainability in composites industry
    SM Sapuan, RA Ilyas, A Nugroho, L Rajeshkumar
    Physical Sciences Reviews 10 (5-6), 525-556 , 2025
    2025
  • Hybrid organic-inorganic coatings of plasma electrolytic oxidation and polyaniline for improving corrosion protection of Al alloys in diverse pH environments
    KP Suwondo, DA Fitriani, SA Azahra, A Nugroho, PS Ashfiya, M Kozin, ...
    Surface and Coatings Technology 504, 132045 , 2025
    2025
    Citations: 13
  • Antibiofilm effect of ultrasmall 3 C-SiC quantum dots against Escherichia coli and Pseudomonas aeruginosa Gram-negative bacteria
    ME Raypah, AO Olaoye, HM Khalaf, MF Jamlos, AF Omar, M Rashid, ...
    Emergent Materials 8 (4), 3157-3172 , 2025
    2025
    Citations: 5
  • Advancing titanium implant performance: Optimizing hydroxyapatite electrophoretic deposition through comparative analysis of surface pretreatment techniques
    KP Suwondo, IM Ulfah, DA Fitriani, SA Azahra, AU Saudi, A Nugroho, ...
    Journal of Alloys and Compounds 1011, 178275 , 2025
    2025
    Citations: 9
  • Critical properties of refrigeration lubricants in modern refrigeration system: a review
    SM Zaki, MS Abd Aziz, MF Ismail, MF Abdollah, AI Ramadhan, A Nugroho
    Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 131 (1) , 2025
    2025
    Citations: 4
  • A Review on nanolubricant for refrigeration systems: Stability, thermophysical properties, and performance characteristics
    GS Prayogo, R Mamat, MF Ghazali, A Nugroho, M Kozin, J Muriban
    Mechanical Engineering for Society and Industry 4 (3), 388-414 , 2024
    2024
    Citations: 7
  • Recent advances in harnessing biolubricants to enhance tribological performance and environmental responsibility–Bibliometric review (2015–2024)
    A Nugroho, M Kozin, Z Bo, R Mamat, MF Ghazali, MP Kamil, P Puranto, ...
    Cleaner Engineering and Technology 23, 100821 , 2024
    2024
    Citations: 22
  • Enhancing tribological performance of electric vehicle lubricants: Nanoparticle-enriched palm oil biolubricants for wear resistance
    A Nugroho, M Kozin, R Mamat, Z Bo, MF Ghazali, MP Kamil, P Puranto, ...
    Heliyon 10 (22) , 2024
    2024
    Citations: 45
  • Mama t
    A Nugroho, M Kozin, Z Bo
    R., Ghazali, MF, Kamil, MP, Puranto, P., Fitr iani, DA, Az ah ra, SA, Su wo … , 2024
    2024
    Citations: 5
  • Performance enhancement and optimization of residential air conditioning system in response to the novel FAl2O3-POE nanolubricant adoption
    A Nugroho, R Mamat, J Xiaoxia, Z Bo, MF Jamlos, MF Ghazali
    Heliyon 9 (10) , 2023
    2023
    Citations: 17
  • Effect of ultrafine grinding and ultrasonication duration on the performance of polyvinyl alcohol (PVA) agave gigantea cellulose micro fiber (CMF) bio-composite film
    E Syafri, J Jamaluddin, NH Sari, M Mahardika, L Suryanegara, R Sinaga, ...
    Journal of Natural Fibers 20 (1), 2192545 , 2023
    2023
    Citations: 29
  • Experimental assessment of TiO2-POE nanolubricant stability and optimization process using one factor at a time (OFAT) based on response surface methodology
    A NUGROHO, R MAMAT, Z BO, WH AZMI, T YUSAF, F KHOERUNNISA
    Journal of Thermal Engineering 9 (2), 471 - 487 , 2023
    2023
    Citations: 2

MOST CITED SCHOLAR PUBLICATIONS

  • Enhancing tribological performance of electric vehicle lubricants: Nanoparticle-enriched palm oil biolubricants for wear resistance
    A Nugroho, M Kozin, R Mamat, Z Bo, MF Ghazali, MP Kamil, P Puranto, ...
    Heliyon 10 (22) , 2024
    2024
    Citations: 45
  • Extensive examination of sonication duration impact on stability of Al2O3-Polyol ester nanolubricant
    A Nugroho, Z Bo, R Mamat, WH Azmi, G Najafi, F Khoirunnisa
    International Communications in Heat and Mass Transfer 126, 105418 , 2021
    2021
    Citations: 37
  • Effect of ultrafine grinding and ultrasonication duration on the performance of polyvinyl alcohol (PVA) agave gigantea cellulose micro fiber (CMF) bio-composite film
    E Syafri, J Jamaluddin, NH Sari, M Mahardika, L Suryanegara, R Sinaga, ...
    Journal of Natural Fibers 20 (1), 2192545 , 2023
    2023
    Citations: 29
  • Risk based inspection for atmospheric storage tank
    A Nugroho, GD Haryadi, R Ismail, SJ Kim
    AIP Conference Proceedings 1725 (1), 020055 , 2016
    2016
    Citations: 24
  • An overview of vapor compression refrigeration system performance enhancement mechanism by utilizing nanolubricants
    A Nugroho, R Mamat, Z Bo, WH Azmi, R Alenezi, G Najafi
    Journal of Thermal Analysis and Calorimetry 147 (17), 9139-9161 , 2022
    2022
    Citations: 23
  • Recent advances in harnessing biolubricants to enhance tribological performance and environmental responsibility–Bibliometric review (2015–2024)
    A Nugroho, M Kozin, Z Bo, R Mamat, MF Ghazali, MP Kamil, P Puranto, ...
    Cleaner Engineering and Technology 23, 100821 , 2024
    2024
    Citations: 22
  • The importance of technopreneurship management model for vocational school
    M Harlanu, A Nugroho
    3rd UPI international conference on technical and vocational education and … , 2015
    2015
    Citations: 20
  • Performance enhancement and optimization of residential air conditioning system in response to the novel FAl2O3-POE nanolubricant adoption
    A Nugroho, R Mamat, J Xiaoxia, Z Bo, MF Jamlos, MF Ghazali
    Heliyon 9 (10) , 2023
    2023
    Citations: 17
  • Hybrid organic-inorganic coatings of plasma electrolytic oxidation and polyaniline for improving corrosion protection of Al alloys in diverse pH environments
    KP Suwondo, DA Fitriani, SA Azahra, A Nugroho, PS Ashfiya, M Kozin, ...
    Surface and Coatings Technology 504, 132045 , 2025
    2025
    Citations: 13
  • A Comprehensive Investigation of Low Proportion TiO 2 -POE Nanolubricant Stability for Residential Air Conditioning System Application
    A Nugroho, R Mamat, Z Bo, WA Wan Hamzah, T Yusaf, MF Ghazali, ...
    Proceedings of the 2nd Energy Security and Chemical Engineering Congress … , 2022
    2022
    Citations: 12
  • Pelatihan Analisis Statistika Penelitian Eksperimen Tiga Perlakuan bagi Guru GURU SMK di Kota Semarang
    M Khumaedi, S Sunyoto, A Nugroho
    Rekayasa: Jurnal Penerapan Teknologi dan Pembelajaran 14 (2), 135-144 , 2017
    2017
    Citations: 12
  • Next-Generation Thermal Spray Coatings for Military Use: Innovations, Challenges, and Applications (Bibliometric Review 2015-2025)
    A Nugroho, S Daud, P Puranto, R Mamat, Z Bo, MF Ghazali
    Digital Chemical Engineering, 100259 , 2025
    2025
    Citations: 10
  • Customer relationship management implementation in the small and medium enterprise
    A Nugroho, A Suharmanto, Masugino
    AIP Conference Proceedings 1941 (1), 020018 , 2018
    2018
    Citations: 10
  • Advancing titanium implant performance: Optimizing hydroxyapatite electrophoretic deposition through comparative analysis of surface pretreatment techniques
    KP Suwondo, IM Ulfah, DA Fitriani, SA Azahra, AU Saudi, A Nugroho, ...
    Journal of Alloys and Compounds 1011, 178275 , 2025
    2025
    Citations: 9
  • AIP Conference Proceedings
    A Nugroho, GD Haryadi, R Ismail, SJ Kim
    American Institute of Physics, 1725, 8 , 2016
    2016
    Citations: 9
  • One‐step hydrothermal process of carbon dots derived from lemon and ginger juice: synthesis and characterizations
    ME Raypah, MF Jamlos, A Nugroho, HF Ahmad, M Kozin, V Balakrishnan
    Journal of Chemical Technology & Biotechnology 100 (12), 2601-2615 , 2025
    2025
    Citations: 8
  • Plant-based cellulose fiber as biomaterials for biomedical application: A Short Review
    A Azril, YR Jeng, A Nugroho
    Journal of Fibers and Polymer Composites 2 (1), 1-17 , 2023
    2023
    Citations: 8
  • A Review on nanolubricant for refrigeration systems: Stability, thermophysical properties, and performance characteristics
    GS Prayogo, R Mamat, MF Ghazali, A Nugroho, M Kozin, J Muriban
    Mechanical Engineering for Society and Industry 4 (3), 388-414 , 2024
    2024
    Citations: 7
  • Contemporary Coal Dynamics in Indonesia. Stockholm Environment Institute
    A Atteridge, MT Aung, A Nugroho
    Working Paper 4 , 2018
    2018
    Citations: 7
  • Multivariate Analysis of pH-Dependent Carbon Dots Sensitivity for Fe 3 ⁺ Ions Detection Using UV–VIS Spectroscopy
    ME Raypah, MF Jamlos, J Muncan, KMNK Khalif, SA Saruchi, MM Ali, ...
    Journal of Fluorescence 35 (11), 10847-10866 , 2025
    2025
    Citations: 5

Publications

Please visit each identifier (Scopus, WOS, and Google Scholar) above.

GRANT DETAILS

Development of Nano Biolubricants Based on Local Natural Seaweed Resources to Enhance Material Wear Resistance. Rumah Program BRIN research scheme. 2025.
Development of a Co-Deposition Method for Coating Hydroxyapatite and Strontium Nitrate on Stainless Steel 316L with the Addition of Chitosan and Gelatin for Orthopedic Implant Applications. Rumah Program BRIN research scheme. 2025.
Surface Engineering of SS 316L with HAp–Chitosan–Collagen Coating to Enhance Corrosion Resistance, Antibacterial Properties, and Osseointegration for Bone Implant Applications. Rumah Program BRIN research scheme. 2025.
Innovation of Plasma Electrolytic Oxidation for Immobilized TiO₂ Photocatalysts: A Sustainable and Scalable Solution for Cr(VI) Electroplating Waste Remediation. RIIM Kompetisi BRIN research scheme. 2026.

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

Method For Synthesizing and Producing Mesoporous Gamma-Alumina (γ-Al₂O₃) Nanoparticles from Aluminum Can Waste for Metal Coating Material. 2024. (Registered Patent).
Synthesis of Seaweed Biolubricant Using the Intermittent Ultrasonication Method as a Base Material for Nano Lubricant in Agricultural Machinery Applications. 2025. (Submitted Patent).

CONSULTANCY

Development of a Predictive Model for Sustainable Machining Solutions with Nanolubrication to Improve Wear and Friction Resistance – PhD Student supervision, Universitas Negeri Malang. 2024-present

Industry, Institute, or Organisation Collaboration

Universiti Malaysia Pahang Al Sultan Abdullah (UMPSA)
Ningxia University
Kuwait University
Universiti Teknologi PETRONAS (UTP)
Universiti Teknologi Malaysia (UTM)
Universitas Pendidikan Indonesia (UPI)
Universitas Negeri Malang (UM)
Gandhi Academy of Technology and Engineering (GATE), India

INDUSTRY EXPERIENCE

Performed non-destructive analysis (NDA) using a Risk-Based Inspection (RBI) approach based on API 653 and API 580/581 standards to evaluate the structural integrity and reliability of fuel storage tanks at Indonesia Power. The work involved assessing corrosion rates, wall thickness loss, weld integrity, and settlement conditions through ultrasonic testing, magnetic particle inspection, and radiographic examination. The inspection results were utilized to develop a risk ranking matrix, optimize maintenance schedules, and ensure compliance with American Petroleum Institute (API) standards for safe and efficient tank operation.

Initiated a nanolubricant development program in collaboration with a local automotive lubricant manufacturer to enhance the performance of conventional engine oils through the incorporation of functionalized nanoparticles such as TiO₂, MoS₂,SiO₂. The initiative focuses on improving engine efficiency, wear resistance, and thermal stability while maintaining compatibility with existing base oils and additive packages. Key activities include formulation design, dispersion stability optimization, tribological testing, and engine bench trials. This collaboration aims to accelerate the commercial adoption of nanolubricant technology in the local automotive sector, supporting energy efficiency and sustainable mobility solutions in Indonesia.

STARTUP

This startup aims to commercialize next-generation nano-biolubricants engineered from renewable bio-oils such as palm olein or seaweed-derived lipids, enhanced with functionalized nanoparticles (e.g., TiO₂, MoS₂, or h-BN). The innovation focuses on delivering superior lubrication, heat dissipation, and energy efficiency for both industrial systems (gearboxes, compressors, CNC machines) and home appliances (refrigerators, air conditioners, washing machines, and fans). By applying nanotribology and dispersion engineering, the nano-biolubricants exhibit enhanced thermal stability, wear resistance, and oxidation durability compared to conventional mineral-based oils. These lubricants are biodegradable, non-toxic, and compatible with metal and polymer components, aligning with global sustainability goals and green manufacturing standards. The business model integrates R&D-driven customization, offering tailored formulations for specific machinery, along with a smart IoT monitoring system that tracks lubricant health and replacement intervals. The expected outcome is a line of eco-efficient nano-biolubricant products that reduce energy consumption, extend equipment lifespan, and minimize waste oil generation. This startup bridges green nanotechnology and smart lubrication systems, addressing both environmental challenges and industrial performance needs in the era of sustainable innovation.

SOCIAL, ECONOMIC, or ACADEMIC BENEFITS

The development of nanolubricants and nano-biolubricants offers substantial social, economic, and academic benefits through enhanced energy efficiency, reduced environmental impact, and the advancement of scientific innovation. By minimizing friction, wear, and energy losses, these lubricants extend machinery lifespan and lower operational costs across automotive and industrial sectors.

Economically, utilizing locally sourced bio-based materials such as palm oil and seaweed-derived esters strengthens domestic value chains, reduces reliance on imported petroleum lubricants, and stimulates green manufacturing and innovation ecosystems. Socially, the research supports environmental sustainability, decreases carbon emissions, and promotes the use of biodegradable and non-toxic materials, ensuring safer and cleaner technologies.

Academically, this research contributes to scientific advancement in tribology, nanomaterials, and green engineering, fostering interdisciplinary collaboration and generating high-impact publications, patents, and educational opportunities. It also serves as a platform for capacity building among students and researchers, enhancing national expertise in sustainable nanotechnology and tribological science. Collectively, these impacts position nanolubricant research as a key driver for sustainable industrial transformation and academic excellence in the emerging field of eco-tribology.