Hierarchical Fuzzy Adam (FA-Adam): A Fuzzy Logic-Enhanced Adaptive Optimizer
This study introduces Hierarchical Fuzzy Adam (FA-Adam), a novel optimization method that enhances the Adam algorithm through a two-level fuzzy inference framework. Although Adam is widely used due to its adaptive moment estimation and strong empirical performance, its fixed update dynamics limit its ability to adapt to the non-stationary nature of ...
openaire +1 more source
ENERGY &ENVIRONMENTAL MATERIALS, EarlyView.A recyclable triboelectric nanogenerator integrating a pseudo‐honeycomb microstructure with liquid metal doping achieves 120% higher output (122 mW m−2) and >90% retention over seven cycles, enabling self‐powered smart home functions. The performance of single‐electrode triboelectric nanogenerators (SE‐TENGs) is governed by the effective contact area ...
Chencheng Hu +10 more
wiley +1 more source
Toward Comprehensive Climate Action: Assessing Mitigation Approaches Across Canadian Municipalities
Environmental Policy and Governance, EarlyView.ABSTRACT Local governments are widely regarded as key leaders in the global response to climate change. Understanding if and how municipalities commit to climate mitigation is crucial for assessing their contribution to global emission‐reduction goals and identifying barriers to effective climate transitions.
Aryana Soliz +7 more
wiley +1 more source
Environmental Policy and Governance, EarlyView.ABSTRACT Environmental policy addresses wicked problems such as climate change, biodiversity loss, and pollution—issues marked by complexity, conflicting objectives, and stakeholder resistance. After often‐contested policy formulation, implementers face intense pressure to deliver results.
Jonas von Pfister +6 more
wiley +1 more source
Fault Point Search with Obstacle Avoidance for Machinery Diagnostic Robots Using Hierarchical Fuzzy Logic Control. [PDF]
Sensors (Basel)Mu R, Ikeura R, Xue H, Zhao C, Chen P.
europepmc +1 more source
Environmental Policy and Governance, EarlyView.ABSTRACT Local environmental politics in China is often said to be dominated by state‐controlled modes of multi‐level governance. However, top‐down governance is embedded within and transformed by local politics, adding complexity to governance practices and environmental outcomes.
Minsi Liu, Kevin Lo
wiley +1 more source
A Digital Twin-Driven Sensing and Fuzzy Decision Framework for Safety Monitoring of Autonomous Mobile Robot Systems in Intralogistics. [PDF]
Sensors (Basel)Werbińska-Wojciechowska S +2 more
europepmc +1 more source
Analysis and Classification of Partial Shading Conditions in Photovoltaic Arrays
Energy Science &Engineering, EarlyView.This study presents new mathematical models for describing P–V curve extrema under different shading scenarios and applies machine learning classifiers that use features derived from P–V characteristics for accurate fault identification. ABSTRACT With the escalating global transition toward renewable energy, ensuring the operational stability and ...
Hamid Reza Parsa, Mohammad Sarvi
wiley +1 more source
Adaptive Sliding-Mode Controller with Grey Wolf Optimization and Interval Type-2 Fuzzy Logic System for Rehabilitation Lower-Limb Exoskeletons. [PDF]
Biomimetics (Basel)Zheng L +3 more
europepmc +1 more source
The use of fuzzy logic and expert systems for rating and pricing firms: a new perspective on valuation. [PDF]
This paper presents an expert system aimed at evaluating firms and business units. It makes use of fuzzy logic and integrates financial, strategic, managerial aspects, processing both quantitative and qualitative information.
Mastroleo, Giovanni +2 more
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