An extended reanalysis ensemble service includes a loader services application program interface configured to receive data parameters for a set of automated multisource data provisioning operations, provide climate source data from one or more disparate climate data collections specified in the data parameters to conversion utilities for transforming the climate source data into flat, serialized block compressed sequence files, and load the sequence files to a distributed file system of the extended reanalysis ensemble service, and a reanalysis ensemble service application program interface configured to receive operational parameters for the set of automated multisource data provisioning operations, convert the operational parameters to one or more methods recognized by a service interface of the extended reanalysis ensemble service to be converted to analytical operations executed by the extended reanalysis ensemble service, and provide results of the one or more analytical operations executed by the extended reanalysis ensemble service to a client.

An extended reanalysis ensemble service includes a loader services application program interface configured to receive data parameters for a set of automated multisource data provisioning operations, provide climate source data from one or more disparate climate data collections specified in the data parameters to conversion utilities for transforming the climate source data into flat, serialized block compressed sequence files, and load the sequence files to a distributed file system of the extended reanalysis ensemble service, and a reanalysis ensemble service application program interface configured to receive operational parameters for the set of automated multisource data provisioning operations, convert the operational parameters to one or more methods recognized by a service interface of the extended reanalysis ensemble service to be converted to analytical operations executed by the extended reanalysis ensemble service, and provide results of the one or more analytical operations executed by the extended reanalysis ensemble service to a client.

A method of monitoring an air filter in a heating, ventilation, and air conditioning (HVAC) system that includes operating a blower motor at a desired torque; monitoring a horsepower of the blower motor over a selected time period when the blower motor is operating at the desired torque; determining a moving average of the horsepower of the blower motor over the selected time period; detecting when the moving average drops below an established baseline moving average by a selected percentage; and activating a notification to check or change the air filter of the HVAC system.

A method of monitoring an air filter in a heating, ventilation, and air conditioning (HVAC) system that includes operating a blower motor at a desired torque; monitoring a horsepower of the blower motor over a selected time period when the blower motor is operating at the desired torque; determining a moving average of the horsepower of the blower motor over the selected time period; detecting when the moving average drops below an established baseline moving average by a selected percentage; and activating a notification to check or change the air filter of the HVAC system.

Methods and apparatus for an exhaust demand control system for measuring one or more contaminants at one or more exhaust locations within one or a plurality of exhaust ducts or plenums served by an exhaust fan system. Example systems and methods can include sensing the one or more contaminants within the one or more exhaust duct locations using a multipoint air sampling system having one or more sensors and comparing contaminant concentration measurements from the one or more of said exhaust duct or plenum locations against an action level to create a fan setback signal.

Methods and apparatus for an exhaust demand control system for measuring one or more contaminants at one or more exhaust locations within one or a plurality of exhaust ducts or plenums served by an exhaust fan system. Example systems and methods can include sensing the one or more contaminants within the one or more exhaust duct locations using a multipoint air sampling system having one or more sensors and comparing contaminant concentration measurements from the one or more of said exhaust duct or plenum locations against an action level to create a fan setback signal.

A managing apparatus includes: a data collecting unit that collects at least quality information on a workpiece having been machined by a first machine tool and operational information on other machine, an analyzing unit that performs an analysis for determining correlation between the quality information on a workpiece having been machined by the first machine tool and the operational information on the other machine, an operation plan making unit that makes an operation plan, based on the correlation determined by the analyzing unit, for imposing a restriction on an operation of the other machine to reduce vibrations to be transmitted to the first machine tool during high-precision machining performed by the first machine tool, and an operation instruction providing unit that provides an operation instruction to the other machine based on the operation plan made by the operation plan making unit.

A managing apparatus includes: a data collecting unit that collects at least quality information on a workpiece having been machined by a first machine tool and operational information on other machine, an analyzing unit that performs an analysis for determining correlation between the quality information on a workpiece having been machined by the first machine tool and the operational information on the other machine, an operation plan making unit that makes an operation plan, based on the correlation determined by the analyzing unit, for imposing a restriction on an operation of the other machine to reduce vibrations to be transmitted to the first machine tool during high-precision machining performed by the first machine tool, and an operation instruction providing unit that provides an operation instruction to the other machine based on the operation plan made by the operation plan making unit.

Systems and methods for cooling in a datacenter are disclosed. In at least one embodiment, a thermal load bank (TLB) system to test a hybrid datacenter cooling system includes one or more thermal features to generate heat within a TLB system and includes one or more hybrid cooling features to provide air and liquid cooling responses to such heat generated by one or more thermal features.

Systems and methods for cooling in a datacenter are disclosed. In at least one embodiment, a thermal load bank (TLB) system to test a hybrid datacenter cooling system includes one or more thermal features to generate heat within a TLB system and includes one or more hybrid cooling features to provide air and liquid cooling responses to such heat generated by one or more thermal features.