Yazar "Malinowski, Mateusz" seçeneğine göre listele

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    A Systematic Review of Building Energy Management Systems (BEMSs): Sensors, IoT, and AI Integration
    (Mdpi, 2025) Akbulut, Leyla; Tasdelen, Kubilay; Atilgan, Atilgan; Malinowski, Mateusz; Cosgun, Ahmet; Senol, Ramazan; Akbulut, Adem
    The escalating global demand for energy-efficient and sustainable built environments has catalyzed the advancement of Building Energy Management Systems (BEMSs), particularly through their integration with cutting-edge technologies. This review presents a comprehensive and critical synthesis of the convergence between BEMSs and enabling tools such as the Internet of Things (IoT), wireless sensor networks (WSNs), and artificial intelligence (AI)-based decision-making architectures. Drawing upon 89 peer-reviewed publications spanning from 2019 to 2025, the study systematically categorizes recent developments in HVAC optimization, occupancy-driven lighting control, predictive maintenance, and fault detection systems. It further investigates the role of communication protocols (e.g., ZigBee, LoRaWAN), machine learning-based energy forecasting, and multi-agent control mechanisms within residential, commercial, and institutional building contexts. Findings across multiple case studies indicate that hybrid AI-IoT systems have achieved energy efficiency improvements ranging from 20% to 40%, depending on building typology and control granularity. Nevertheless, the widespread adoption of such intelligent BEMSs is hindered by critical challenges, including data security vulnerabilities, lack of standardized interoperability frameworks, and the complexity of integrating heterogeneous legacy infrastructure. Additionally, there remain pronounced gaps in the literature related to real-time adaptive control strategies, trust-aware federated learning, and seamless interoperability with smart grid platforms. By offering a rigorous and forward-looking review of current technologies and implementation barriers, this paper aims to serve as a strategic roadmap for researchers, system designers, and policymakers seeking to deploy the next generation of intelligent, sustainable, and scalable building energy management solutions.
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    Environmental Assessment of Energy System Upgrades in Public Buildings
    (Mdpi, 2024) Bodziacki, Stanislaw; Malinowski, Mateusz; Famielec, Stanislaw; Krakowiak-Bal, Anna; Basak, Zuzanna; Lukasiewicz, Maria; Wolny-Koladka, Katarzyna
    The use of fossil fuel-based energy systems that provide heat and electricity to a building has adverse environmental impacts. These impacts can be mitigated, to a certain extent, through the incorporation of renewable energy sources (RES). The primary objective of this study was to conduct an environmental assessment of the performance of energy systems in existing public facilities located in Poland. Based on the findings, we proposed and implemented changes to these systems and validated the environmental impact of the RES systems used. SimaPro 8.1 software and the Ecoinvent 3.0 database were employed for the analysis, which entailed an environmental assessment of six public facilities located in Poland. The installation of RES resulted in an average 27% reduction in electricity consumption from the national electricity grid. This reduction was observed to be the least in the hospital and the most in the religious building. This was reflected in the environmental assessment of heating systems. The implementation of RES reduced the environmental impact of the religious building by an average of 20%. Concurrently, the CO2 emissions decreased by 35%, SO2 by 44%, and PM10 by 42%. Significant investments and the installation of advanced RES will not prevent the occurrence of unintentional environmental consequences unless the demand for electricity and thermal energy is reduced. The use of RES in the analyzed buildings and the associated avoided emissions do not entirely offset the negative emissions resulting from the utilization of other (conventional) energy sources in the analyzed energy systems of public buildings. Consequently, the analyzed facilities collectively exert a detrimental impact on the environment.
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    The Energy Potential of Waste from Banana Production: A Case Study of the Mediterranean Region
    (Mdpi, 2023) Atilgan, Atilgan; Krakowiak-Bal, Anna; Ertop, Hasan; Saltuk, Burak; Malinowski, Mateusz
    Recently, with the development of technology, the number of studies on the need for energy and the possibilities of covering this need in a sustainable way has been increasing. The management of agricultural biomass and waste is cited as one of the challenges as well as a solution. Mersin and Antalya sites, where banana production is intensively practiced in Turkey, were selected as the study region. The potential amounts of energy values obtained from the waste generated during banana cultivation in the field area of study were calculated. The energy potential was calculated on the basis of the conversion of biogas that can be obtained from the waste. The values obtained were analyzed and compared with the levels of electricity used to determine the economic gains that can be achieved for Mersin and Antalya regions. The data on bananas used in study were obtained from the Turkish Statistical Institute (for the years 2016-2020). It is calculated that 2884.43 MWh of electricity can be generated in Mersin and 2218.26 MWh in Antalya per 5 years from the waste generated during banana production. The values of the number of houses whose needs can be met with the calculated five-year potential electricity amount are 1237 in Mersin and 952 in Antalya. It can be considered that reusing the potential energy that can be obtained from banana waste, examined as material for energy, used in agricultural production will result in a positive impetus to agricultural activities. Energy obtained from banana waste can cover a very small amount of the electrical energy needs of agricultural production, ranging from 0.19% to 0.34%. However, it is concluded that the potential amount of energy to be obtained by recycling not only banana waste but also other agricultural and food waste will be even higher.