| CPC F28G 9/00 (2013.01) [C02F 1/00 (2013.01); C02F 1/008 (2013.01); C02F 1/50 (2013.01); C02F 1/66 (2013.01); C02F 5/00 (2013.01); F28F 27/00 (2013.01); F28F 27/003 (2013.01); F28G 15/003 (2013.01); G01K 17/06 (2013.01); G01K 17/10 (2013.01); G01N 17/008 (2013.01); C02F 2103/023 (2013.01); C02F 2209/005 (2013.01); C02F 2209/02 (2013.01); C02F 2209/06 (2013.01); C02F 2209/105 (2013.01); C02F 2209/18 (2013.01); C02F 2209/40 (2013.01); C02F 2303/20 (2013.01); F28F 2200/00 (2013.01)] | 28 Claims |

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1. A method comprising:
monitoring, by one or more processors, a heat transfer efficiency of at least one heat exchanger and establishing a heat transfer efficiency trend for the heat exchanger, the heat exchanger having a process stream-side and a cooling water stream-side;
detecting, by the one or more processors, a change in the heat transfer efficiency trend;
receiving, by the one or more processors, data indicative of scale fouling on the cooling water stream-side;
receiving, by the one or more processors, data indicative of corrosion fouling on the cooling water stream-side;
receiving, by the one or more processors, data indicative of biofouling on the cooling water stream-side;
determining, by the one or more processors, a predicted cause of the detected change in the heat transfer efficiency trend based at least on the received data indicative of scale fouling, corrosion fouling, and biofouling; and
controlling addition of a chemical additive into a cooling water that is in fluid communication with the cooling water stream-side of the at least one heat exchanger based on the predicted cause.
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