L
Lina Perelman
Researcher at Massachusetts Institute of Technology
Publications - 51
Citations - 1232
Lina Perelman is an academic researcher from Massachusetts Institute of Technology. The author has contributed to research in topics: Cross entropy & Optimal design. The author has an hindex of 18, co-authored 51 publications receiving 1064 citations. Previous affiliations of Lina Perelman include Technion – Israel Institute of Technology & University of Texas at Austin.
Papers
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Short communication: Topological clustering for water distribution systems analysis
Lina Perelman,Avi Ostfeld +1 more
TL;DR: A tool of this kind based on graph theory is developed and demonstrated that divides the system into clusters according to the flow directions in pipes and can be utilized for different purposes such as water security enhancements by sensor placements at clusters, or efficient isolation of a contaminant intrusion.
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Event detection in water distribution systems from multivariate water quality time series.
TL;DR: A general framework integrating a data-driven estimation model with sequential probability updating is suggested for detecting quality faults in water distribution systems from multivariate water quality time series.
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A dynamic thresholds scheme for contaminant event detection in water distribution systems
TL;DR: A dynamic thresholds scheme is developed and demonstrated for contamination event detection in water distribution systems and is compared to Perelman et al. (2012), showing considerably improved detection ability.
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Sensor placement for fault location identification in water networks
TL;DR: This paper develops a new augmented greedy algorithm for solving the minimum test cover (MTC) problem and provides a significant computational improvement while guaranteeing the same approximation ratio as the first approach.
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An adaptive heuristic cross-entropy algorithm for optimal design of water distribution systems
Lina Perelman,Avi Ostfeld +1 more
TL;DR: In this article, an adaptive stochastic algorithm for water distribution systems optimal design based on the heuristic cross-entropy method for combinatorial optimization is presented, which is demonstrated using two well-known benchmark examples from the water distribution system research literature for single loading gravitational systems, and an example of multiple loadings, pumping, and storage.