Optimizing Solar Power Using Array Topology Reconfiguration With Regularized Deep Neural Networks

Author:

Narayanaswamy Vivek1ORCID,Ayyanar Raja1ORCID,Tepedelenlioglu Cihan1ORCID,Srinivasan Devarajan2ORCID,Spanias Andreas1ORCID

Affiliation:

1. Sensor, Signal and Information Processing (SenSIP) Center, School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA

2. POUNDRA LLC, Tempe, AZ, USA

Funder

National Science Foundation (NSF) Cyber Physical Systems

NSF Major Research Instrumentation (MRI) Grant

Sensor, Signal and Information Processing (SenSIP) Center

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference43 articles.

1. Connection Topology Optimization in Photovoltaic Arrays using Neural Networks

2. Optimization of photovoltaic energy production through an efficient switching matrix;cardinale;Journal of Sustainable Development of Energy, Water and Environment Systems,2013

3. Irradiance-Driven Partial Reconfiguration of PV Panels

4. Research on an adaptive solar photovoltaic array using shading degree model-based reconfiguration algorithm;liu;Proc Chin Control Decis Conf,2010

5. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc ICML,2015

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