Machine learning and optimization in hybrid energy storage systems: Integrating MPC, PSO, MILP, and ANN for grid stability and efficiency by Rajesh M. Bhagat, Dilendra B. Jasutkar, Amitkumar B. Ranit, Vikrant S. Vairagade, Balram Yelamasetti, Sagar D. Shelare, Shubham Sharma, Abinash Mahapatro, V.K. Bupesh Raja, Quadri Noorulhasan Naveed, Naoufel Kraiem, Saiful Islam, Jasmina Lozanovic

“…Hybrid Energy Storage Systems (HESS) can provide solutions for grid stability and integration of renewable energy sources. A novel model integrating Model Predictive Control (MPC), Particle Swarm Optimization (PSO), Mixed-Integer Linear Programming (MILP), and Artificial Neural Networks (ANN) is developed to optimize HESS performance. …”
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Cultivation of Scenedesmus sp., Chlorella vulgaris and Spirulina platensis in Sewage Industrial Wastewater: Bench-Scale Optimization for Biofuel Production by Nikita Singh, Sudesh Rathilal

“…The objective of this study employed a series of bench-scale experiments populated using Box-Behnken in Design Expert, Design of Experiments (DOE) to identify optimal configurations. Key parameters, including pH (6.5 – 10), illumination period of light: dark (0:24, 6:18, 12:12. 18:6, 24:0), and growth medium to wastewater ratio of (0:4, 1:3, 2:2, 3:1, 4:0) were systematically varied to assess their effects on microalgal growth. …”
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Advancing Energy Transition: A Circular Economy Framework for Co-Optimizing Energy, Water, and Emissions in Low-Carbon Systems by Mohamed Elsir, Ameena Saad Al-Sumaiti, Mohamed Shawky El Moursi

“…This study introduces a transformative framework that pioneers the co-optimization of energy, water, and emissions, advancing the energy transition while addressing key global challenges. …”
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Evaluating the Role of Vehicle-Integrated Photovoltaic (VIPV) Systems in a Disaster Context by Hamid Samadi, Guido Ala, Antonino Imburgia, Silvia Licciardi, Pietro Romano, Fabio Viola

“…Additionally, the ambulance can generate up to 2 <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi mathvariant="normal">M</mi><mi mathvariant="normal">W</mi><mi mathvariant="normal">h</mi></mrow></semantics></math></inline-formula> annually, reducing CO₂ emissions by up to 0.5 tons. In optimal configurations, mobile operating rooms can generate up to 120 times the daily energy demand for medical devices.…”
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Bi-Level Planning of Grid-Forming Energy Storage–Hydrogen Storage System Considering Inertia Response and Frequency Parameter Optimization by Dongqi Huang, Pengwei Sun, Wenfeng Yao, Chang Liu, Hefeng Zhai, Yehao Gao

“…At the system design stage, a direct current (DC) transmission network is modeled, integrating battery and hydrogen storage technologies. Using this configuration, the capacity settings for both grid-forming batteries and hydrogen units are optimized. …”
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Simulation and non-similar analysis of magnetized SWCNT-MWCNT hybrid nanofluid flow in porous media using Darcy–Forchheimer–Brinkman model by T. Giftlin Blessy, B. Rushi Kumar

“…The field of hybrid nanofluid transport through porous media holds immense promise for optimizing thermal processing and various thermodynamic applications. …”
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A Scoping Review of Energy Consumption in Industrial Robotics by Johannes Muru, Anton Rassõlkin

“…The article then categorizes energy consumption optimization strategies into software-based and hardware-based approaches. …”
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Microbial decolorization of anthraquinone dyes: batch and continuous treatment systems - a mini-review by Swati Sambita Mohanty, Arvind Kumar

“…The factors influencing microbial decolorization in batch systems, such as optimal pH, temperature, and inoculum volume, are analyzed. …”
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Study of Renewable Potential of the Republic of Armenia for Implementation of Hybrid Autonomous Power Supply System Using Solar Photovoltaic Modules by N. R. Kostik, S. A. Tarasov, G. Ye. Ayvasyan

“…The main efficiency criterion is the low economic costs for the implementation and operation of this AHRESS configuration. Ten additional variants of AHRESS were modeled in order to optimize the component base of the configuration.Conclusion. …”
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Techno-Economic Comparative analysis of hybrid renewable energy systems optimization considering Off-Grid remote area electrification in Bangladesh by Himalay Baidya, Md Tarak Rahman Zisan, Arham Zaman Alif, Ahbab Ahmed, Mahmudul Hasan, Nahid-Ur-Rahman Chowdhury

“…For off-grid regions, Hybrid Renewable Energy Systems present a viable and environmentally sustainable electrification solution by integrating multiple energy sources. This study investigates the design, simulation, and optimization of HRES-based power generation to meet the comprehensive electricity needs of Bhasan Char. …”
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Cascaded Multilevel Inverters with Reduced Structures Based on a Recently Proposed Basic Units: Implementing a 147-level Inverter by M. J. Mojibian, M. Tavakoli Bina, B. Eskandari

“…The topologyis analysed for both symmetric and asymmetric DC source configurations. Also, two algorithms forasymmetric source configuration suitable for cascaded structures are proposed. …”
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Assessment of flexible interconnection strategies for the integration of electric vehicles and renewable energy in load-centric distribution networks by Guowei Liu, Liming Wang, Kangsheng Cui, Peiqian Guo, Hao Dai, Min Guo, Lisheng Xin

“…We developed a comprehensive evaluation framework and tool by integrating the analytic hierarchy process (AHP) and fuzzy comprehensive evaluation (FCE), which includes five key performance indicators to assess these configurations. The study identifies the optimal application scenarios for each configuration and discusses their roles in enabling the seamless integration of EVs and RESs. …”
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Optimizing sustainable multiple biomass-to-biofuel conversion network with integrated water resource management utilizing data-driven robust planning by Hani Gilani, Hadi Sahebi

“…The proposed robust optimization using the configured uncertainty set offers a tool to manage the conservatism of renewable energy demand uncertainty and operational risks more effectively than traditional approaches (0.914%). …”
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Multiobjective Time-Space Grid Optimization of Lithium-Ion Electrochemical Model Based on Stability Analysis and Limit Region Decoupling Strategy by Libin Zhang, Minghang Zhang, Hongying Shan, Guan Xu, Jingsheng Dong, Xuemeng Bai

“…The effectiveness of the proposed method was validated by comparing simulation results under different scenarios. The model provides optimal time space grid configurations for various current profiles, including 1C-rate constant-current charging, pulse current (PC), hybrid current (HC), and urban dynamometer driving schedule (UDDS) current profiles. …”
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A Finite Element–Finite Volume Code Coupling for Optimal Control Problems in Fluid Heat Transfer for Incompressible Navier–Stokes Equations by Samuele Baldini, Giacomo Barbi, Giorgio Bornia, Antonio Cervone, Federico Giangolini, Sandro Manservisi, Lucia Sirotti

“…In this work, we present a numerical approach for solving optimal control problems for fluid heat transfer applications with a mixed optimality system: an FEM code to solve the adjoint solution over a precise restricted admissible solution set and an open-source well-known code for solving the state problem defined over a different one. …”
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Techno-Economic Feasibility and Optimal Design Approach of Grid-Connected Hybrid Power Generation Systems for Electric Vehicle Battery Swapping Station by Lumbumba Taty-Etienne Nyamayoka, Lesedi Masisi, David Dorrell, Shuo Wang

“…The simulation results indicate that the optimal configuration comprises 64 wind turbines and 402 solar panels, with a total life cycle cost of ZAR 1,963,520.12. …”
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Multi-objective synergistic optimization of closed Brayton cycle superstructure for thermal protection system of high-Mach-number air-breathing vehicles by Chendi Yang, Hang Pu, Lin Mu, Lin Zhou, Junjiang Bao, Yining Zhang, Ming Dong

“…A new design challenge arises from the trade-off between the cooling capability and thermodynamic performance of the Brayton cycle system under a finite cold source constraint. In this study, a multi-objective synergistic optimization of Brayton cycle configurations, working fluids, and design parameters was investigated using the superstructure method. …”
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Effective deployment strategies for optimizing area coverage in multistatic sonar detection based on Cassini oval approximation and a virtual force algorithm by Liufang Fu, Ming Zhou, Linzhou Xu, Xiaoming Dong, Zhu Kou, Chunyu Kang

“…In this work, we study the problem of optimal deployment of receivers for one source and multiple receivers type multistatic sonar to achieve maximum area coverage. …”
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Novel Sustainable Optimal Marine Microgrid Active-Power Management and Control Including Hybrid Power Generation and Multiple-Energy Storage Devices by Aimad Boudoucha, Nour El Yakine Kouba, Sara Touhant, Yasmine Saidoune

“…This paper deals with the design of an advanced optimal strategy to enhance power management and frequency control in marine microgrids. …”
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Waste heat recovery of a combined internal combustion engine and inverse brayton cycle for hydrogen and freshwater outputs: 4E optimization and comparison by Mohammad Zoghi, Nasser Hosseinzadeh, Saleh Gharaie, Ali Zare

“…The 4E (energy, exergy, exergy-economic, and environmental) performance of the two configurations is compared by sensitivity analysis and design optimization. …”
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