Abstract: A method includes: obtaining impact values for characteristic conditions; selecting training data subsets respectively from training data sets according to the impact values; obtaining a candidate model and an evaluation value based on the training data subsets; supplementing the training data subsets according to the impact values; obtaining another candidate model and another evaluation value based on training data subsets thus supplemented; repeating the step of supplementing the training data subset, and the step of obtaining another candidate model and another evaluation value based on the training data subsets thus supplemented; and selecting one of the candidate models as a prediction model based on the evaluation values.

Abstract: An electrical appliance administration system is provided. The electrical appliance administration system includes at least one power control device, a cloud server and a portable electronic device. The power control device is configured to connect to an electrical appliance. The power control device includes a control module and a power measurement unit. The power measurement unit is configured to detect a power data of the electrical appliance. The power measurement unit is configured to transmit the power data to the cloud server. The portable electronic device includes a power management program. When the power management program is operated, the portable electronic device would be connected to the cloud server, and the power data will be downloaded to the power management program.

Abstract: Disclosed is a method and a system for measuring customer delivery service. A projected customer delivery date is generated. At least one projected output volume is determined based on the projected customer delivery date. At least one actual output volume is determined, and an accuracy of the projected customer delivery date is determined based on the at least one projected output volume and the at least one actual output volume.

Abstract: Disclosed is a method and a system for measuring customer delivery service. A projected customer delivery date is generated. At least one projected output volume is determined based on the projected customer delivery date. At least one actual output volume is determined, and an accuracy of the projected customer delivery date is determined based on the at least one projected output volume and the at least one actual output volume.

Abstract: A security system includes a control center, a controller installed in a car, a plurality of base stations installed in gas stations and houses, and a releaser. When a car owner finds that his/her car has been stolen, he/she can make a telephone call to the control center. The control center is guided to call the controller through a pager network and command the controller to enter into a searching mode to transmit a searching signal to search for a base station. After a base station receives and confirms the searching signal, the base station transmits a control signal to activate the controller to stop supplying gas and electricity to the car whereby the car is locked and located. In addition, each base station is integrated with a home security and remote control system to enhance its capability.

Abstract: This method provides for increasing integrated circuit production of a fabrication facility comprising collecting data from a plurality of machines, calculating of the present Ratio of Running Work (RRW), comparing present RRW to optimum RRW, checking the system to determine which machines are idle, and taking steps to increase the number of running machines. Steps taken to decrease the number of idle machines include dispatching commands to a computerized dispatching system or operators. The steps of the process are repeated to further increase RRW.