
This work is licensed under a Creative Commons Attribution 4.0 International License.
Digital Innovation in Smart Waste Sorting Using Renewable Energy for Sustainable Startups
Corresponding Author(s) : Muhamad Stabil Tanwin Saputra
Startupreneur Business Digital (SABDA Journal),
Vol. 5 No. 1 (2026): Startupreneur Business Digital (SABDA)
Abstract
The accumulation of inorganic waste in urban environments requires inno- vative technological solutions that support the Sustainable Development Goals (SDGs), particularly SDG 11 (Sustainable Cities and Communities) and SDG 12 (Responsible Consumption and Production). Smart waste management systems integrating Artificial Intelligence (AI) and the Internet of Things (IoT) have emerged as promising digital innovations to improve waste sorting efficiency. This study presents the development of a smart waste sorting system called Orange Box, designed to support sustainable startup initiatives in environmental technology. A major challenge in deploying IoT-based devices in outdoor public areas is the limited availability of conventional electrical infrastructure, where reliance on extension cables is inefficient and potentially unsafe. Therefore, this research aims to design and evaluate an independent off-grid electrical system based on renewable energy to ensure continuous operation of the device. The proposed system utilizes solar panels as the primary energy source, with energy conversion and distribution managed through a 500W inverter and a 20A Power Supply Unit (PSU) that supplies power to a Raspberry Pi 5–based control system. Experimental measurements indicate that the system operates with an average power consumption of approximately 10–12W and reaches a peak load of 17.17W during active waste sorting operations. The estimated daily energy consumption ranges from 288Wh to 338Wh when considering inverter efficiency. These findings demonstrate that integrating renewable energy infrastructure with IoT-based smart waste sorting technology represents a viable digital innovation to support sustainable startups while contributing to SDG 7 (Affordable and Clean Energy).
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R. Indrawan, E. D. Very, D. Tribuana, and E. A. Nabila, “Aiot driven smart solar system for real time predictive sustainable energy management,” International Transactions on Artificial Intelligence, vol. 4, no. 1, pp. 105–114, 2025.
Sutanta and H. Al Hasbi, “Appropriate technology service journal for household waste management (in indonesian),” Jurnal Pengabdian Masyarakat, vol. 2, no. 1, 2021.
D. Denis, J. Windarta, V. Prasetia, G. D. Nathania, R. J. Hariara, and A. A. Razaqi, “Grand design and economic analysis of solar-wind hybrid renewable energy systems in mstp jepara,” Infotekmesin, vol. 15, no. 1, pp. 91–98, 2024.
Y. I. Yusuf, “Assessing the potential of off-grid solar energy systems to improve electricity access in the rural areas of nigeria,” Ph.D. dissertation, , 2025.
O. O. Babayomi, B. Olubayo, I. H. Denwigwe, T. E. Somefun, O. S. Adedoja, C. T. Somefun, K. Olukay- ode, and A. Attah, “A review of renewable off-grid mini-grids in sub-saharan africa,” Frontiers in energy research, vol. 10, p. 1089025, 2023.
J. Nikpouri and A. Safari, “Industrial and commercial gaps of hydrogen fuel cell electric vehicles for startup opportunities,” in Hydrogen Fuel Cell Electric Vehicles. Elsevier, 2026, pp. 227–242.
K. Diantoro, D. Supriyanti, Y. P. A. Sanjaya, S. Watini et al., “Implications of distributed energy development in blockchain-based institutional environment,” Aptisi Transactions on Technopreneurship (ATT), vol. 5, no. 2sp, pp. 209–220, 2023.
Ministry of Energy and Mineral Resources, “Regulation of the minister of energy and mineral resources number 26 of 2021 concerning rooftop solar power plants and electrical safety,” Jakarta, 2021.
S. Lyeonov, S. Podosynnikov, and W. Strielkowski, “Does a reliable electricity grid connection matter for the development of european renewable energy startups?” Energy Policy, vol. 206, p. 114749, 2025.
M.-M. Brezuleanu, M. Pˆıslaru, and A. M˘am˘alig˘a, “Technological entrepreneurship in renewable energy: Challenges and opportunities in eastern europe,” in 2025 International Conference on Electromechanical and Energy Systems (SIELMEN). IEEE, 2025, pp. 330–334.
L. O. M. Firman, Theory and Application of New and Renewable Energy: Waste to Energy, Solar Energy, and Hydro Energy (in Indonesian). Ponorogo: Uwais Inspirasi Indonesia, 2024.
A. Aripriharta, A. P. Wibawa, and G. J. Horng, “Design and construction of off-grid solar panels for rat repellent power supply (in indonesian),” Jurnal Energi Baru dan Terbarukan, vol. 4, no. 3, pp. 224–245, 2023.
R. Sao, S. Chandak, P. Bhadade, and K. Wadhwani, “Sustainable entrepreneurship in urban planning and management: Ai as an enabler for green startups,” in Machine Learning and Robotics in Urban Planning and Management. IGI Global Scientific Publishing, 2025, pp. 205–226.
E. Susanto and R. Aditya, “Analysis of off-grid solar power plant planning mechanism for residential power (in indonesian),” Jurnal Teknik Elektro dan Informatika (E-Link), vol. 18, no. 2, 2023.
U. Tolipova, “Sustainable futures through innovation: Lessons from global models and uzbekistan’s green transition.” Journal of Economics and Tourism Research, vol. 1, no. 1, pp. 9–21, 2026.
Mean Well, LRS-100-5 Series 5V 20A Switching Power Supply Datasheet, Mean Well Enterprises Co., Ltd, 2022.
D. Kundu and N. Chatterjee, “Startups, skill development, and inclusiveness: The new model of sustainable development in india,” 2026.
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M. R. Abidin and B. Sudiarto, “Implementation of hybrid inverter in solar power plants to optimize power conversion efficiency (in indonesian),” Jurnal Teknik Elektro Universitas Mataram, vol. 6, no. 1, pp. 45– 52, 2024.
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S. BINDHU, “Sustainability-driven startups: Crafting a better world through innovation–an overview,” BUILDING SUSTAINABLE STARTUPS: STRATEGIES FOR LONG-TERM GROWTH, p. 191, 2026.
N. Lestari and P. Utomo, “Efficiency comparison of pure sine wave and modified sine wave inverters for electronic loads (in indonesian),” Jurnal Arus Kuat, vol. 5, no. 2, 2021.
A. Mohanty, A. K. Dash, A. K. Verma, and A. P. Das, “Smart and innovative technologies for waste dis- posal: Tools for sustainable environmental management,” in Sustainable Municipal Waste Management with a Zero Waste Approach. Springer, 2026, pp. 195–215.
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Schneider Electric, Low Voltage Protection and Control: MCB Product Catalog, Schneider Electric In- donesia, Jakarta, 2023.
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Souer Electronics, User Manual: Modified Sine Wave Inverter 500W, Souer Digital Technology, 2021.
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Raspberry Pi Ltd, Raspberry Pi 5 Product Brief: Specifications and User Manual, Raspberry Pi Ltd, Cambridge, 2023.
A. D. Garcia, A. M. Rosyid, M. Yusup, and M. Khasanah, “Product innovation of foodpreneurs towards customer loyalty,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 2, pp. 104–113, 2025.
I. P. Gustiah and H. Newell, “Enhancing human resource management efficiency through scalable blockchain networks with an adaptive ai approach,” Startupreneur Business Digital (SABDA Journal), vol. 4, no. 2, pp. 114–123, 2025.
R. E. Indrajit, M. V. A. Sin, E. A. Nabila, W. N. Wahid, and N. Septiani, “Optimizing business pro- cess efficiency through artificial intelligence integration in industry 4.0,” Sundara Advanced Research on Artificial Intelligence, vol. 1, no. 2, pp. 47–55, 2025.
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Z. Zaharuddin, S. Wahyuningsih, A. Sutarman, and I. N. Hikam, “Understanding purposeful leadership in entrepreneurial contexts: A bibliometric analysis,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 2, pp. 213–230, 2024.
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V. Melinda, T. Williams, J. Anderson, J. G. Davies, and C. Davis, “Enhancing waste-to-energy conversion efficiency and sustainability through advanced artificial intelligence integration,” International Transac- tions on Education Technology (ITEE), vol. 2, no. 2, pp. 183–192, 2024