Abstract: A method (S1500) and a system (1600) for forecasting in a non-stationary time-series are disclosed. It addresses forecasting in a complex form of non-stationarity in time-series by employing regime-switches. The scope of application of the present invention is wider than that of existing models since it makes automating the process of forecasting easy and practical which in turn aids in generating forecasts at higher frequency than the existing models. It relies on a blend of wavelet transforms and deep learning towards automatic identification of different types of regimes that exist in non-stationary time-series.

Abstract: An apparatus for remote monitoring of well operations. The apparatus may include an alerts module positioned proximate a well, at least one well parameter sensor in communication with the alerts module, and a well operation control module in communication with the alerts module. The apparatus may further include a remotely positioned well monitoring station in communication with the alerts module, and a plurality of user terminal in communication with the well monitoring station.

Abstract: A system for remote monitoring of well operations. The system may include an alerts module positioned proximate a well, at least one well parameter sensor in communication with the alerts module, and a well operation control module in communication with the alerts module. The system may further include a remotely positioned well monitoring station in communication with the alerts module, and a user terminal in communication with the well monitoring station.

Abstract: An apparatus for remote monitoring of well operations. The apparatus may include an alerts module positioned proximate a well, at least one well parameter sensor in communication with the alerts module, and a well operation control module in communication with the alerts module. The apparatus may further include a remotely positioned well monitoring station in communication with the alerts module, and a plurality of user terminal in communication with the well monitoring station.

Abstract: A system for remote monitoring of well operations. The system may include an alerts module positioned proximate a well, at least one well parameter sensor in communication with the alerts module, and a well operation control module in communication with the alerts module. The system may further include a remotely positioned well monitoring station in communication with the alerts module, and a user terminal in communication with the well monitoring station.