Interpretable Machine Learning: A Comprehensive Review of Foundations, Methods, and the Path Forward
This systematic review of 352 studies establishes a comprehensive taxonomy for Interpretable Machine Learning, transitioning from foundational intrinsic models to advanced deep learning explanations. It reveals a critical paradigm shift toward “mechanistic interpretability” and actionable recourse, emphasizing that future AI systems must be rigorously ...
Shimon Fridkin, Michael Bendersky
wiley +1 more source
Analysis and mitigation of PQ disturbances in grid connected system using fuzzy logic based IUPQC. [PDF]
Ravi T +4 more
europepmc +1 more source
ABSTRACT In many parts of the world, natural resources are primarily managed by governance arrangements at the local level. Those arrangements range from collective, such as cooperatives and associations, to individualistic, such as patrons and owner‐operators.
Mateja Nenadović +25 more
wiley +1 more source
Wind energy conversion technologies and engineering approaches to enhancing wind power generation: A review. [PDF]
Desalegn B, Gebeyehu D, Tamirat B.
europepmc +1 more source
Cooperative modular multilevel converter control based on PSO-optimized fuzzy-PI and hierarchical finite-state model predictive control. [PDF]
Liu Y, Tian Y, Zhang W, Wang Y.
europepmc +1 more source
A comprehensive review of fault diagnosis and fault-tolerant control techniques for modular multi-level converters. [PDF]
Ahmad F, Adnan M, Amin AA, Khan MG.
europepmc +1 more source
Active line model identification protection based on characteristic frequency phase for dual-end weakly-fed AC system. [PDF]
Hou J, Zhang Z, Fan Y, Song G, Wu X.
europepmc +1 more source
Lifelong Learning-Enabled Fractional Order-Convolutional Encoder Model for Open-Circuit Fault Diagnosis of Power Converters Under Multi-Conditions. [PDF]
Li T, Wang E, Yang J.
europepmc +1 more source
Consistency control of grid-connected substation voltage regulation based on photovoltaic inverter power coordination. [PDF]
Liu J, Yang F, Lu B, Ren L.
europepmc +1 more source
Subdomain Adaptation Capsule Network for Partial Discharge Diagnosis in Gas-Insulated Switchgear. [PDF]
Wu Y +6 more
europepmc +1 more source

