In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.

Emphasizes a culture of sustainable growth and considers how safety and environmental aspects align with profitability and production of products that satisfy customer expectations Presents how a data infrastructure enables transformation of raw data into operational insights integration with Business Intelligence tools like PowerBI, PI Vision, and predictive analytics tools such as R, Python, and cloud services Features a plant Unit Template showing how to digitize operations to transform raw data into operational insights and offers examples of developing predictive models for avoiding plant excursions and improve the running time Includes examples of companies successfully using operational information to improve yields and reduce operating costs Describes buzzwords and translates them into actual examples so engineering professionals and information systems personnel can work together as a team

This is the late 1970s and ’80s as explained through the urgent and still-relevant songs of the Clash, the Specials, the Au Pairs, the Style Council, the Pet Shop Boys, and nearly four hundred other bands and solo artists. Each chapter presents a mixtape (or playlist) of songs related to an alarming feature of Thatcher’s Britain, followed by an analysis of the dialogue these artists created with the Thatcherite vision of British society. “Tell us the truth,” Sham 69 demanded, and pop music, however improbably, did. It’s a furious and sardonic account of dark times when pop music raised a dissenting fist against Thatcher’s fascist groove thing and made a glorious, boredom-smashing noise. Bookended with contributions by Dick Lucas and Boff Whalley as well as an annotated discography, The Fascist Groove Thing presents an original and polemical account of the era.

Removing the barriers to the Global Optimization of Plant Utility Systems by providing practical tools and techniques to deal with these unique challenges is the purpose of this book. The operating cost of a typical Plant Utility System of a typical Industrial Production Process Plant is enormous - often in tens if not hundreds of millions of dollars per Annum. With so much money at stake, one would expect that heroic optimization efforts would be made to reduce the operating cost, however such is usually not the case. One reason for this complacency is that Plant Utility Systems are usually "cost centers" in Process Plants and their operating cost is prorated amongst the various Production Units, so it suffers from what is at times referred to as "the tragedy of the commons". Another reason for this complacency is that the Plant Utility System structure is significantly different than that of other Production Units, as for flexibility and safety reasons it has a large spare capacity to meet increased utility demand during startups, shutdowns, and emergencies. The existence of a spare equipment necessitates optimization of discrete decisions, whereby traditional optimization techniques do not readily apply. Part of the problem is that the traditional engineering curriculum primarily emphasizes only one of the many optimization methods, called Non-Linear Programming (NLP). Although NLP can address large classes of optimization problems, it has fairly stringent requirements that all describing relationships (or functions) be continuous and have continuous derivatives. Additionally, in general, NLP only guarantees a local but not the global optimum. Another optimization method is particularly well suited for modeling Plant Utility Systems is called Mixed Integer Linear Programming (MILP). And unlike NLP, MILP methods can guarantee global optimum, which is very reassuring. MILP, however, does impose linearity requirements but as discussed in this book there are techniques to overcome this limitation.