Embodied Intelligence Empowering Customized Manufacturing: Architecture, Opportunities, and Challenges by Jinbiao Tan, Jianhua Shi, Ligang Wu, Baotong Chen, Hao Tang, Chunhua Zhang, Wujie Zhang, Shiyong Wang, Jiafu Wan

“…Embodied Intelligence (EI), an emerging technology emphasizing real-time environmental interaction and feedback, is expected to enable integrated intelligent manufacturing systems characterized by ‘perception-cognition-execution-feedback,’ enhancing the performance and intelligence of multifactor systems like the Internet of Manufacturing Things (IoMT), equipment management, and resource scheduling. However, current AI systems in CM remain isolated and lack methods for environmental interaction with multi-source perception and feedback, hindering the development of autonomous, evolving intelligent systems. …”
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The Optimization of Supply–Demand Balance Dispatching and Economic Benefit Improvement in a Multi-Energy Virtual Power Plant within the Jiangxi Power Market by Tang Xinfa, Wang Jingjing, Wang Yonghua, Wan Youwei

“…This paper presents an optimization method for scheduling a multi-energy VPP (Virtual Power Plant) supply–demand balance in the power market environment of Jiangxi Province. …”
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Review and Prospect of Modeling Method and Application Scenarios of Virtual Energy Storage under Integrated Energy System by Juan SU, Tuo LI, Junwei LIU, Yue XIA, Songhuai DU

“…Considering the diversity and complexity of energy devices and networks, as well as the disparity in energy time scales, the source, grid and load with adjustable characteristics within the system are modeled as storage elements using energy balance principles, and a virtual energy storage system is constructed with them, which is incorporated into the optimization and scheduling of the IES. …”
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The need to provide the required electrical capacities of the transport infrastructure facilities of the Baikal-Amur and Trans-Siberian highways by I. N. Shushpanov, D. N. Permyakova, V. Yu. Konyukhov, T. A. Oparina

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Clinical and cost-effectiveness of detailed anomaly ultrasound screening in the first trimester: a mixed-methods study by Jehan N Karim, Helen Campbell, Pranav Pandya, Edward C F Wilson, Zarko Alfirevic, Trish Chudleigh, Elizabeth Duff, Jane Fisher, Hilary Goodman, Lisa Hinton, Christos Ioannou, Edmund Juszczak, Louise Linsell, Heather L Longworth, Kypros H Nicolaides, Anne Rhodes, Gordon Smith, Basky Thilaganathan, Jim Thornton, Gillian Yaz, Oliver Rivero-Arias, Aris T Papageorghiou

“…Main outcome measures Diagnostic accuracy, protocol development, health economic modelling and value-of-information analysis. Data sources MEDLINE (OvidSP), EMBASE (OvidSP), Science Citation Index and Conference Proceedings Citation Index-Science (Web of Science Core Collection); National Congenital Anomaly Disease Registry; European Congenital Anomalies Registry; Surveys of National Health Service Trusts; screening sonographers, midwives and doctors; and parents; National Schedule of National Health Service Costs (2019–20). …”
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Layered Operation Optimization Methods for Concentrated Solar Power (CSP) Technology and Multi-Energy Flow Coupling Systems by Chunchao Wu, Yonghong Zhao, Wulin Li, Jianjun Fan, Haixiang Xu, Dingkun Yuan, Zhongqian Ling

“…The principle and the main components of centralized solar power (CSP) generation technology are introduced, and a layered optimization method suitable for a multi-energy flow coupling system is discussed, which can realize collaboration between CSP and other renewable energy sources better and improve the operation efficiency and flexibility of the whole energy supply system.…”
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SCUC Considering Loads and Wind Power Forecasting Uncertainties using Binary Gray Wolf Optimization Method by Majid Moazzami, Sayed Jamal Al-Din Hosseini, Hossein Shahinzadeh, Gevork B. Gharehpetian, Jalal Moradi

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Two-Stage Optimal Dispatching Method for Highway Service-Area Microgrid Considering Emergency Power-Supply Vehicles by HU Junjie, QU Jiatong, LIU Xuetao, GUI Jiangyi

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A Method for Fault Localization in Distribution Networks with High Proportions of Distributed Generation Based on Graph Convolutional Networks by Xiping Ma, Wenxi Zhen, Haodong Ren, Guangru Zhang, Kai Zhang, Haiying Dong

“…To address the issues arising from the integration of a high proportion of distributed generation (DG) into the distribution network, which has led to the transition from traditional single-source to multi-source distribution systems, resulting in increased complexity of the distribution network topology and difficulties in fault localization, this paper proposes a fault localization method based on graph convolutional networks (GCNs) for distribution networks with a high proportion of distributed generation. …”
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A typical scenario generation method for renewable energy power systems based on time-sequenced operational simulations by PENG Zhuyi, SONG Shan, XU Sixuan, GU Kanghui, GE Yi, WANG Quanquan, SUN Wentao

“…Traditional clustering methods based on source-load information struggle to accurately describe the time-sequenced operational characteristics of renewable energy power systems. …”
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CALCULATION OF OPERATION MODE OF OUTDOOR LIGHTING LINE WITH BILATERAL SUPPLY. Part 2 by V. B. Kozlovskaya, V. N. Kalechyts

“…This section should provide the required voltage levels to the light sources in all modes, but it should not be too high, in order not to increase the cost of the grid. …”
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МОНІТОРИНГ ЕФЕКТИВНОСТІ РОБОТИ В ЛОКАЛЬНИХ ЕЛЕКТРОЕНЕРГЕТИЧНИХ СИСТЕМАХ by С.П. Денисюк, Г.С. Бєлоха, К.М. Гілевич, І.С. Чернещук

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The reality of the cognitive burden of the methods of teaching physical education for male and female teachers of Al-Karkh Al-Thania Education Directorate by Fatima Naeem

“…Baghdad Al - Karkh /2 numbering (59) individuals , all of them were chosen deliberately at a rate of (100%) , and then they wrer divded into three samples ( contruction , exploratory and application ) according to the requirements of the research , and a specialized cognitive burden scale was  built for the sample and the specificity of this The research is according to the determinants of measurement and evaluation , and its application in apaper form with direct measurement , as the time prtiod for procedures and application took from 5l1l2021 to 28l2l2021 and after data was obtained , it was processed using the (SPSS) system  to be the only extracts and applicatons from this research in that Teachers of physical education in middle school need to schedule and properly codify the information the receive about how to evaluate , and the need to rely on official sources about virtual classroom information and e-learning  by reducing its momentum on their minds , and it is necessary that continuous development courses have reakistic goals and do not cause a cognitive burden . and exhausting them, and it is necessary to find open channels of communication to help them identify useful inforomation from non- improvised scintific sources  …”
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Factors affecting the implementation of calcium supplementation strategies during pregnancy to prevent pre-eclampsia: a mixed-methods systematic review by Taryn Young, Ana Pilar Betran, Hema Mistry, Richard Riley, Shakila Thangaratinam, Guillermo Carroli, Edgardo Abalos, Zahida P Qureshi, John Allotey, Anna Thorson, Meghan A Bohren, Rana Islamiah Zahroh, G Justus Hofmeyr, Juan Pablo Peña-Rosas, Alfredo Palacios, Thaís Rocha, Joshua Peter Vogel, Luc Smits, Gabriela Cormick, Koiwah Koi Larbi, Kym IE Snell, Hellen Moraa, George N Gwako

“…We aimed to improve understanding of barriers and facilitators for calcium supplement intake during pregnancy to prevent pre-eclampsia.Design Mixed-method systematic review, with confidence assessed using the Grading of Recommendations, Assessment, Development and Evaluations-Confidence in the Evidence from Reviews of Qualitative research approach.Data sources MEDLINE and EMBASE (via Ovid), CINAHL and Global Health (via EBSCO) and grey literature databases were searched up to 17 September 2022.Eligibility criteria We included primary qualitative, quantitative and mixed-methods studies reporting implementation or use of calcium supplements during pregnancy, excluding calcium fortification and non-primary studies. …”
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Hybrid Adaptive Sheep Flock Optimization and Gradient Descent Optimization for Energy Management in a Grid-Connected Microgrid by Sri Harish Nandigam, Krishna Mohan Reddy Pothireddy, K. Nageswara Rao, Surender Reddy Salkuti

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Multi-objective optimization models for power load balancing in distributed energy systems by Zhuo Wang, Yuchen Luo, Wei Wu, Lei Cao, Zhun Li

“…Selecting a model capable of resolving scheduling issues related to loads and dispersed energy sources is, therefore, essential. …”
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Development of a work systems stress questionnaire to predict job burnout: A mixed methods study based on a macroergonomics approach by Rahman Zare, Reza Kazemi, Alireza Choobineh, Rosanna Cousins, Andrew Smith, Hamidreza Mokarami

“…In the qualitative phase of this sequential exploratory mixed methods research, 971 meaning codes were extracted from fourteen one-to-one and seven focus group interviews (n = 59). …”
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A new hybrid distance and similarity based scenario reduction approach for stochastic economic operation of microgrid by Gaurav Gangil, Amit Saraswat, Sunil Kumar Goyal

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Research on collaborative low-carbon operation method of distribution network multi-balance zone based on shared energy storage and electricity-carbon coupling by WU Xinhua, YANG Jie, WU Yufei, LIU Bin, TANG Bo

“…A multi-EBZ collaborative low-carbon optimization scheduling model for distribution network based on shared energy storage and electricity carbon coupling is established. …”
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Ensemble machine learning model for forecasting wind farm generation by A. G. Rusina, Osgonbaatar Tuvshin, P. V. Matrenin, N. N. Sergeev

“…RESULTS. The proposed method predicted daily production schedules at three wind farms with an error of 2.4 to 3.4 MW or 5.0 to 7.0 percent of the installed capacity of the corresponding wind farm. …”
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