posted on 2020-01-21, 21:29authored byJason Ott, Daniel Tan, Tyson Loveless, William H. Grover, Philip Brisk
While safe chemical storage
and disposal are simple in principleusers should read safety
specifications and place chemicals in appropriate cabinets or collection
pointshigh-profile incidents involving improper storage and
disposal of chemicals continue to occur. This paper introduces ChemStor,
an open-source, automated computational system that can guarantee
(mathematically verify a system is correct with respect to its specification),
with regard to prescribed constraints, safe storage and disposal of
chemicals used in academic, industrial, and domestic settings. ChemStor
borrows concepts from formal methodsa branch of computer science
capable of mathematically proving a specification or software is correctto
safely store or dispose of chemicals. If two or more chemicals can
be combined in the same cabinet without forming possibly dangerous
combinations of chemicals (while observing cabinet/shelf space constraints),
then ChemStor determines that the storage configuration is safe. Likewise,
if chemicals can be added to an existing disposal container without
forming possibly dangerous combinations of chemicals (or exceeding
the volume of the container), then ChemStor determines that the disposal
configuration is safe. ChemStor accomplishes this by first building
a chemical interaction graph, a graph that describes which chemicals
may interact with each other based on their reactivity groups as determined
by the United States Environmental Protection Agency. Next, ChemStor
computes the chromatic number of the graph, the smallest number of
colors used to color the graph such that no two vertices (chemicals)
that share an edge (an interaction) share the same color. ChemStor
then assigns all the chemicals of each color to a storage or disposal
container after confirming that there is enough space in the container.
These steps are encoded into a series of satisfiability modulo theory
equations, and ChemStor uses an industry-standard tool to try to find
a valid solution to these equations. The result is either a solution
which dictates exactly where to store or dispose of each chemical,
or an indication that no safe storage or disposal configuration could
be found. To demonstrate the feasibility of ChemStor, we used the
tool to analyze ten real-world chemical storage and disposal incidents
that led to injuries or destruction of property. In each case, ChemStor
quickly and successfully identified a proper chemical disposal or
storage configuration that would have prevented the incident. In the
future, ChemStor may be integrated with electronic laboratory notebooks,
voice assistants, and other emerging technology to protect users of
chemicals in labs, workplaces, and homes.