Integrating Water-Based Energy Solutions in Industrial Design for Sustainable Manufacturing
DOI:
https://doi.org/10.13052/dgaej2156-3306.4135Keywords:
Water–energy recovery system, industrial wastewater, hydraulic energy recovery, specific energy consumption, techno-economic assessment, NSGA-II optimization, sustainable manufacturingAbstract
The research elaborates on a Water–Energy Recovery System (WERS) that has been developed as a sustainable manufacturing enhancer by extracting hydraulic energy from industrial wastewater networks. The study uses an extensive dataset of a Full-Scale Wastewater Treatment Plant from six important industrial areas of Iran, and the framework goes through extensive data preprocessing which consists of noise reduction, normalization, and extraction of the main indicators like Specific Energy Consumption (SEC) and Flow Power Ratio (FPR) for the evaluation of hydraulic–energy relationships. Hydraulic head estimation, power calculation, and multi-criteria ranking that considers flow stability, installation feasibility, and cost-effectiveness are the methods used to unearth the potential recovery locations. The WERS that comprises of a pump-as-turbine arrangement for hydraulic energy conversion is also backed by storage and smart control units, and the measurement of environmental and economic performance is done through a Life Cycle Assessment (LCA) integrated with Techno-Economic Assessment (TEA). Non-dominated Sorting Genetic Algorithm II (NSGA-II) is the one that performs the multi-objective optimization by maximizing the annual recovered energy and minimizing the total system cost. The outcomes show a total recoverable energy potential of 6.8 GWh from 613 Hm3 of the industrial wastewater, the Caspian region being the highest contributor (3.2 GWh). The configured WERS with optimization results in a power of 31,110.72 kW, CO2 reduction of 2.23 × 108 kg annually, and strong economic viability indicated by payback and cost–benefit metrics. These results accentuate the remarkable potential of water-based energy recovery as a large-scale solution of future low-carbon and resource-efficient industrial operations.
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Y. Tian, J. Wang, X. Hu, X. Song, J. Han, and J. Wang, “Energy Prediction Models and Distributed Analysis of the Grinding Process of Sustainable Manufacturing,” Micromachines, vol. 14, no. 8, p. 1603, Aug. 2023, doi: 10.3390/mi14081603.
G. Marras, G. Carcangiu, P. Meloni, and N. Careddu, “Circular economy in marble industry: From stone scraps to sustainable water-based paints,” Constr. Build. Mater., vol. 325, p. 126768, Mar. 2022, doi: 10.1016/j.conbuildmat.2022.126768.
C.-L. Hsieh and W.-H. Tsai, “Sustainable Decision Model for Circular Economy towards Net Zero Emissions under Industry 4.0,” Processes, vol. 11, no. 12, p. 3412, Dec. 2023, doi: 10.3390/pr11123412.
X. Pei, M. Italia, and M. Melazzini, “Enhancing Circular Economy Practices in the Furniture Industry through Circular Design Strategies,” Sustainability, vol. 16, no. 15, p. 6544, July 2024, doi: 10.3390/su16156544.
J. C. Lopes et al., “Reducing carbon footprint in grinding: exploring green manufacturing to mitigate CO2 emission from cutting fluids,” Int. J. Adv. Manuf. Technol., vol. 129, no. 11–12, pp. 5691–5708, Dec. 2023, doi: 10.1007/s00170-023-12676-4.
R. Raman, D. Pattnaik, H. H. Lathabai, C. Kumar, K. Govindan, and P. Nedungadi, “Green and sustainable AI research: an integrated thematic and topic modeling analysis,” J. Big Data, vol. 11, no. 1, p. 55, Apr. 2024, doi: 10.1186/s40537-024-00920-x.
B. Johansson et al., “Challenges and opportunities to advance manufacturing research for sustainable battery life cycles,” Front. Manuf. Technol., vol. 4, p. 1360076, Aug. 2024, doi: 10.3389/fmtec.2024.1360076.
E. Santos, M. Carvalho, and S. Martins, “Sustainable Water Management: Understanding the Socioeconomic and Cultural Dimensions,” Sustainability, vol. 15, no. 17, p. 13074, Aug. 2023, doi: 10.3390/su151713074.
A. Dev, R. Kumar, and R. P. Saini, “Experimental evaluation of performance of a hybrid solar photovoltaic (PV/T) panel integrated with effective cooling solutions with water base nanofluids and phase change materials,” Energy Sources Part A, vol. 44, no. 3, pp. 7287–7302, Sept. 2022, doi: 10.1080/15567036.2022.2107732.
A. D. A. Bin Abu Sofian, H. R. Lim, K. W. Chew, and P. L. Show, “Advancing 3D Printing through Integration of Machine Learning with Algae-Based Biopolymers,” ChemBioEng Rev., vol. 11, no. 2, pp. 406–425, Apr. 2024, doi: 10.1002/cben.202300054.
E. Baniasadi, A. Rezk, Y. B. Tola, A. Alaswad, M. Imran, and P. Humphries, “Renewable-driven hybrid refrigeration system for enhancing food preservation: Digital twin design and performance assessment,” Energy Convers. Manag., vol. 322, p. 119165, Dec. 2024, doi: 10.1016/j.enconman.2024.119165.
D. Bruno, M. Ferrara, F. D’Alessandro, and A. Mandelli, “The Role of Design in the CE Transition of the Furniture Industry – The Case of the Italian Company Cassina,” Sustainability, vol. 14, no. 15, p. 9168, July 2022, doi: 10.3390/su14159168.
K. Shen et al., “Life cycle assessment of lithium ion battery from water-based manufacturing for electric vehicles,” Resour. Conserv. Recycl., vol. 198, p. 107152, Nov. 2023, doi: 10.1016/j.resconrec.2023.107152.
R. K. Nishan et al., “Development of an IoT-based multi-level system for real-time water quality monitoring in industrial wastewater,” Discov. Water, vol. 4, no. 1, p. 43, July 2024, doi: 10.1007/s43832-024-00092-y.
B. Denkena, M. Wichmann, S. Kettelmann, J. Matthies, and L. Reuter, “Ecological Planning of Manufacturing Process Chains,” Sustainability, vol. 14, no. 5, p. 2681, Feb. 2022, doi: 10.3390/su14052681.
C. D. Iweh, S. Gyamfi, E. Tanyi, and E. Effah-Donyina, “Distributed Generation and Renewable Energy Integration into the Grid: Prerequisites, Push Factors, Practical Options, Issues and Merits,” Energies, vol. 14, no. 17, p. 5375, Aug. 2021, doi: 10.3390/en14175375.
G. Allan, I. Eromenko, M. Gilmartin, I. Kockar, and P. McGregor, “The economics of distributed energy generation: A literature review,” Renewable and Sustainable Energy Reviews, vol. 42, pp. 543–556, Feb. 2015, doi: 10.1016/j.rser.2014.07.064.
C. L. T. Borges, “An overview of reliability models and methods for distribution systems with renewable energy distributed generation,” Renewable and Sustainable Energy Reviews, vol. 16, no. 6, pp. 4008–4015, Aug. 2012, doi: 10.1016/j.rser.2012.03.055.
J. Maldonado-Romo et al., “Advancing sustainable manufacturing: a case study on plastic recycling,” Prod. Manuf. Res., vol. 12, no. 1, p. 2425672, Dec. 2024, doi: 10.1080/21693277.2024.2425672.
M. Tegtmeier, L. Knierim, A. Schmidt, and J. Strube, “Green Manufacturing for Herbal Remedies with Advanced Pharmaceutical Technology,” Pharmaceutics, vol. 15, no. 1, p. 188, Jan. 2023, doi: 10.3390/pharmaceutics15010188.
X. Xie, J. Zhu, S. Ding, and J. Chen, “AHP and GCA Combined Approach to Green Design Evaluation of Kindergarten Furniture,” Sustainability, vol. 16, no. 1, p. 1, Dec. 2023, doi: 10.3390/su16010001.
K.-C. Yao et al., “An Eco-Innovative Green Design Method using the Theory of Inventive Problem Solving and Importance–Performance Analysis Tools – A Case Study of Marker Pen Manufacturing,” Sustainability, vol. 15, no. 19, p. 14414, Oct. 2023, doi: 10.3390/su151914414.
A. C. H. J. Thebuwena, S. M. S. M. K. Samarakoon, and R. M. C. Ratnayake, “On the Necessity for Improving Water Efficiency in Commercial Buildings: A Green Design Approach in Hot Humid Climates,” Water, vol. 16, no. 17, p. 2396, Aug. 2024, doi: 10.3390/w16172396.
M. Niekurzak, W. Lewicki, H. H. Coban, and A. Brelik, “Conceptual Design of a Semi-Automatic Process Line for Recycling Photovoltaic Panels as a Way to Ecological Sustainable Production,” Sustainability, vol. 15, no. 3, p. 2822, Feb. 2023, doi: 10.3390/su15032822.
O. Khan et al., “Development of a novel energy efficient integrated system for concurrent waste water treatment, hydrogen production and carbon capture – A sustainable approach,” Int. J. Hydrog. Energy, vol. 137, pp. 1223–1234, June 2025, doi: 10.1016/j.ijhydene.2024.10.069.
D. Yang and C. Vezzoli, “Designing Environmentally Sustainable Furniture Products: Furniture-Specific Life Cycle Design Guidelines and a Toolkit to Promote Environmental Performance,” Sustainability, vol. 16, no. 7, p. 2628, Mar. 2024, doi: 10.3390/su16072628.
M. Despeisse et al., “A systematic review of empirical studies on green manufacturing: eight propositions and a research framework for digitalized sustainable manufacturing,” Prod. Manuf. Res., vol. 10, no. 1, pp. 727–759, Dec. 2022, doi: 10.1080/21693277.2022.2127428.
K. Remic et al., “Environmental Assessment of Forest-Based Industry Products with CAD-Integrated LCA Tools: A Comparative Case Study of Selected Software,” Forests, vol. 15, no. 11, p. 1909, Oct. 2024, doi: 10.3390/f15111909.
X. Zhang, X. Wang, C. Zhang, and J. Zhai, “Development of a cross-scale landscape infrastructure network guided by the new Jiangnan watertown urbanism,” Ecol. Indic., vol. 143, p. 109317, Oct. 2022, doi: 10.1016/j.ecolind.2022.109317.
S. Khalid et al., “Recovery of valuable substances from food waste by ohmic heating assisted extraction – A step towards sustainable production,” Future Foods, vol. 9, p. 100365, June 2024, doi: 10.1016/j.fufo.2024.100365.
C. De Ponte, M. C. Liscio, and P. Sospiro, “State of the art on the Nexus between sustainability, fashion industry and sustainable business model,” Sustain. Chem. Pharm., vol. 32, p. 100968, May 2023, doi: 10.1016/j.scp.2023.100968.
A. M. A. S. Azad et al., “Advancing Economical and Environmentally Conscious Electrification: A Comprehensive Framework for Microgrid Design in Off-Grid Regions,” Glob. Chall., vol. 8, no. 11, p. 2400169, Nov. 2024, doi: 10.1002/gch2.202400169.
K.-C. Yao et al., “Sustainable Packaging Solutions: Food Engineering and Biodegradable Materials,” Designs, vol. 8, no. 6, p. 133, Dec. 2024, doi: 10.3390/designs8060133.
N. Von Drachenfels, J. Husmann, U. Khalid, F. Cerdas, and C. Herrmann, “Life Cycle Assessment of Battery Cell Production: Using a Modular Material and Energy Flow Model to Assess Product and Process Innovations,” Energy Technol., vol. 11, no. 5, p. 2200673, May 2023, doi: 10.1002/ente.202200673.
F. Bagehrzadeh, “Full Scale Wastewater Treatment Plant Data,” vol. 1, Aug. 2021, doi: 10.17632/pprkvz3vbd.1.

