Global Solar Farm Automation Sales Market Report 2016

Global Solar Farm Automation Sales Market Report 2016

1 Solar Farm Automation Overview

1.1 Product Overview and Scope of Solar Farm Automation

1.2 Classification of Solar Farm Automation

1.2.1 Type I

1.2.2 Type II

1.2.3 Type III

1.3 Application of Solar Farm Automation

1.3.1 Application 1

1.3.2 Application 2

1.3.3 Application 3

1.4 Solar Farm Automation Market by Regions

1.4.1 USA Status and Prospect (2011-2021)

1.4.2 China Status and Prospect (2011-2021)

1.4.3 Europe Status and Prospect (2011-2021)

1.4.4 Japan Status and Prospect (2011-2021)

1.4.5 India Status and Prospect (2011-2021)

1.4.6 Southeast Asia Status and Prospect (2011-2021)

1.5 Global Market Size (Value and Volume) of Solar Farm Automation (2011-2021)

1.5.1 Global Solar Farm Automation Sales and Growth Rate (2011-2021)

1.5.2 Global Solar Farm Automation Revenue and Growth Rate (2011-2021)

2 Global Solar Farm Automation Competition by Manufacturers, Type and Application

2.1 Global Solar Farm Automation Market Competition by Manufacturers

2.1.1 Global Solar Farm Automation Sales and Market Share of Key Manufacturers (2011-2016)

2.1.2 Global Solar Farm Automation Revenue and Share by Manufacturers (2011-2016)

2.2 Global Solar Farm Automation (Volume and Value) by Type

2.2.1 Global Solar Farm Automation Sales and Market Share by Type (2011-2016)

2.2.2 Global Solar Farm Automation Revenue and Market Share by Type (2011-2016)

2.3 Global Solar Farm Automation (Volume and Value) by Regions

2.3.1 Global Solar Farm Automation Sales and Market Share by Regions (2011-2016)

2.3.2 Global Solar Farm Automation Revenue and Market Share by Regions (2011-2016)

2.4 Global Solar Farm Automation (Volume) by Application

3 USA Solar Farm Automation (Volume, Value and Sales Price)

3.1 USA Solar Farm Automation Sales and Value (2011-2016)

3.1.1 USA Solar Farm Automation Sales and Growth Rate (2011-2016)

3.1.2 USA Solar Farm Automation Revenue and Growth Rate (2011-2016)

3.1.3 USA Solar Farm Automation Sales Price Trend (2011-2016)

3.2 USA Solar Farm Automation Sales and Market Share by Manufacturers

3.3 USA Solar Farm Automation Sales and Market Share by Type

3.4 USA Solar Farm Automation Sales and Market Share by Application

4 China Solar Farm Automation (Volume, Value and Sales Price)

4.1 China Solar Farm Automation Sales and Value (2011-2016)

4.1.1 China Solar Farm Automation Sales and Growth Rate (2011-2016)

4.1.2 China Solar Farm Automation Revenue and Growth Rate (2011-2016)

4.1.3 China Solar Farm Automation Sales Price Trend (2011-2016)

4.2 China Solar Farm Automation Sales and Market Share by Manufacturers

4.3 China Solar Farm Automation Sales and Market Share by Type

4.4 China Solar Farm Automation Sales and Market Share by Application

5 Europe Solar Farm Automation (Volume, Value and Sales Price)

5.1 Europe Solar Farm Automation Sales and Value (2011-2016)

5.1.1 Europe Solar Farm Automation Sales and Growth Rate (2011-2016)

5.1.2 Europe Solar Farm Automation Revenue and Growth Rate (2011-2016)

5.1.3 Europe Solar Farm Automation Sales Price Trend (2011-2016)

5.2 Europe Solar Farm Automation Sales and Market Share by Manufacturers

5.3 Europe Solar Farm Automation Sales and Market Share by Type

5.4 Europe Solar Farm Automation Sales and Market Share by Application

6 Japan Solar Farm Automation (Volume, Value and Sales Price)

6.1 Japan Solar Farm Automation Sales and Value (2011-2016)

6.1.1 Japan Solar Farm Automation Sales and Growth Rate (2011-2016)

6.1.2 Japan Solar Farm Automation Revenue and Growth Rate (2011-2016)

6.1.3 Japan Solar Farm Automation Sales Price Trend (2011-2016)

6.2 Japan Solar Farm Automation Sales and Market Share by Manufacturers

6.3 Japan Solar Farm Automation Sales and Market Share by Type

6.4 Japan Solar Farm Automation Sales and Market Share by Application

7 India Solar Farm Automation (Volume, Value and Sales Price)

7.1 India Solar Farm Automation Sales and Value (2011-2016)

7.1.1 India Solar Farm Automation Sales and Growth Rate (2011-2016)

7.1.2 India Solar Farm Automation Revenue and Growth Rate (2011-2016)

7.1.3 India Solar Farm Automation Sales Price Trend (2011-2016)

7.2 India Solar Farm Automation Sales and Market Share by Manufacturers

7.3 India Solar Farm Automation Sales and Market Share by Type

7.4 India Solar Farm Automation Sales and Market Share by Application

8 Southeast Asia Solar Farm Automation (Volume, Value and Sales Price)

8.1 Southeast Asia Solar Farm Automation Sales and Value (2011-2016)

8.1.1 Southeast Asia Solar Farm Automation Sales and Growth Rate (2011-2016)

8.1.2 Southeast Asia Solar Farm Automation Revenue and Growth Rate (2011-2016)

8.1.3 Southeast Asia Solar Farm Automation Sales Price Trend (2011-2016)

8.2 Southeast Asia Solar Farm Automation Sales and Market Share by Manufacturers

8.3 Southeast Asia Solar Farm Automation Sales and Market Share by Type

8.4 Southeast Asia Solar Farm Automation Sales and Market Share by Application

9 Global Solar Farm Automation Manufacturers Analysis

9.1 ABB

9.1.1 Company Basic Information, Manufacturing Base and Competitors

9.1.2 Solar Farm Automation Product Type, Application and Specification

9.1.2.1 Type I

9.1.2.2 Type II

9.1.3 ABB Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.1.4 Main Business/Business Overview

9.2 AllEarth Renewables

9.2.1 Company Basic Information, Manufacturing Base and Competitors

9.2.2 121 Product Type, Application and Specification

9.2.2.1 Type I

9.2.2.2 Type II

9.2.3 AllEarth Renewables Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.2.4 Main Business/Business Overview

9.3 DEGER

9.3.1 Company Basic Information, Manufacturing Base and Competitors

9.3.2 145 Product Type, Application and Specification

9.3.2.1 Type I

9.3.2.2 Type II

9.3.3 DEGER Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.3.4 Main Business/Business Overview

9.4 Emerson Electric

9.4.1 Company Basic Information, Manufacturing Base and Competitors

9.4.2 Sep Product Type, Application and Specification

9.4.2.1 Type I

9.4.2.2 Type II

9.4.3 Emerson Electric Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.4.4 Main Business/Business Overview

9.5 First Solar

9.5.1 Company Basic Information, Manufacturing Base and Competitors

9.5.2 Product Type, Application and Specification

9.5.2.1 Type I

9.5.2.2 Type II

9.5.3 First Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.5.4 Main Business/Business Overview

9.6 Mecasolar

9.6.1 Company Basic Information, Manufacturing Base and Competitors

9.6.2 Million USD Product Type, Application and Specification

9.6.2.1 Type I

9.6.2.2 Type II

9.6.3 Mecasolar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.6.4 Main Business/Business Overview

9.7 Abengoa Solar

9.7.1 Company Basic Information, Manufacturing Base and Competitors

9.7.2 Energy Product Type, Application and Specification

9.7.2.1 Type I

9.7.2.2 Type II

9.7.3 Abengoa Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.7.4 Main Business/Business Overview

9.8 Array Technologies

9.8.1 Company Basic Information, Manufacturing Base and Competitors

9.8.2 Product Type, Application and Specification

9.8.2.1 Type I

9.8.2.2 Type II

9.8.3 Array Technologies Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.8.4 Main Business/Business Overview

9.9 Arzon Solar

9.9.1 Company Basic Information, Manufacturing Base and Competitors

9.9.2 Product Type, Application and Specification

9.9.2.1 Type I

9.9.2.2 Type II

9.9.3 Arzon Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.9.4 Main Business/Business Overview

9.10 Energía ERCAM

9.10.1 Company Basic Information, Manufacturing Base and Competitors

9.10.2 Product Type, Application and Specification

9.10.2.1 Type I

9.10.2.2 Type II

9.10.3 Energía ERCAM Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

9.10.4 Main Business/Business Overview

9.11 Frontier Technology

9.12 General Electric

9.13 GRUPO CLAVIJO ELT

9.14 Haosolar

9.15 Heliopower

9.16 Honeywell International

9.17 Mitsubishi Electric

9.18 NEXTracker

9.19 Rockwell Automation

9.20 Siemens

9.21 Smarttrak Solar Systems

9.22 Trabant Solar

9.23 Yokogawa Electric

10 Solar Farm Automation Maufacturing Cost Analysis

10.1 Solar Farm Automation Key Raw Materials Analysis

10.1.1 Key Raw Materials

10.1.2 Price Trend of Key Raw Materials

10.1.3 Key Suppliers of Raw Materials

10.1.4 Market Concentration Rate of Raw Materials

10.2 Proportion of Manufacturing Cost Structure

10.2.1 Raw Materials

10.2.2 Labor Cost

10.2.3 Manufacturing Process Analysis of Solar Farm Automation

11 Industrial Chain, Sourcing Strategy and Downstream Buyers

11.1 Solar Farm Automation Industrial Chain Analysis

11.2 Upstream Raw Materials Sourcing

11.3 Raw Materials Sources of Solar Farm Automation Major Manufacturers in 2015

11.4 Downstream Buyers

12 Marketing Strategy Analysis, Distributors/Traders

12.1 Marketing Channel

12.1.1 Direct Marketing

12.1.2 Indirect Marketing

12.1.3 Marketing Channel Development Trend

12.2 Market Positioning

12.2.1 Pricing Strategy

12.2.2 Brand Strategy

12.2.3 Target Client

12.3 Distributors/Traders List

13 Market Effect Factors Analysis

13.1 Technology Progress/Risk

13.1.1 Substitutes Threat

13.1.2 Technology Progress in Related Industry

13.2 Consumer Needs/Customer Preference Change

13.3 Economic/Political Environmental Change

14 Global Solar Farm Automation Market Forecast (2016-2021)

14.1 Global Solar Farm Automation Sales, Revenue Forecast (2016-2021)

14.2 Global Solar Farm Automation Sales Forecast by Regions (2016-2021)

14.3 Global Solar Farm Automation Sales Forecast by Type (2016-2021)

14.4 Global Solar Farm Automation Sales Forecast by Application (2016-2021)

15 Appendix

Author List

Disclosure Section

Research Methodology

Data Source

China Disclaimer

Figure Picture of Solar Farm Automation

Table Classification of Solar Farm Automation

Figure Global Sales Market Share of Solar Farm Automation by Type in 2015

Figure Type I Picture

Figure Type II Picture

Table Applications of Solar Farm Automation

Figure Global Sales Market Share of Solar Farm Automation by Application in 2015

Figure Application 1 Examples

Figure Application 2 Examples

Figure USA Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure China Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure Europe Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure Japan Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure India Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure Southeast Asia Solar Farm Automation Revenue and Growth Rate (2011-2021)

Figure Global Solar Farm Automation Sales and Growth Rate (2011-2021)

Figure Global Solar Farm Automation Revenue and Growth Rate (2011-2021)

Table Global Solar Farm Automation Sales of Key Manufacturers (2011-2016)

Table Global Solar Farm Automation Sales Share by Manufacturers (2011-2016)

Figure 2015 Solar Farm Automation Sales Share by Manufacturers

Figure 2016 Solar Farm Automation Sales Share by Manufacturers

Table Global Solar Farm Automation Revenue by Manufacturers (2011-2016)

Table Global Solar Farm Automation Revenue Share by Manufacturers (2011-2016)

Table 2015 Global Solar Farm Automation Revenue Share by Manufacturers

Table 2016 Global Solar Farm Automation Revenue Share by Manufacturers

Table Global Solar Farm Automation Sales and Market Share by Type (2011-2016)

Table Global Solar Farm Automation Sales Share by Type (2011-2016)

Figure Sales Market Share of Solar Farm Automation by Type (2011-2016)

Figure Global Solar Farm Automation Sales Growth Rate by Type (2011-2016)

Table Global Solar Farm Automation Revenue and Market Share by Type (2011-2016)

Table Global Solar Farm Automation Revenue Share by Type (2011-2016)

Figure Revenue Market Share of Solar Farm Automation by Type (2011-2016)

Figure Global Solar Farm Automation Revenue Growth Rate by Type (2011-2016)

Table Global Solar Farm Automation Sales and Market Share by Regions (2011-2016)

Table Global Solar Farm Automation Sales Share by Regions (2011-2016)

Figure Sales Market Share of Solar Farm Automation by Regions (2011-2016)

Figure Global Solar Farm Automation Sales Growth Rate by Regions (2011-2016)

Table Global Solar Farm Automation Revenue and Market Share by Regions (2011-2016)

Table Global Solar Farm Automation Revenue Share by Regions (2011-2016)

Figure Revenue Market Share of Solar Farm Automation by Regions (2011-2016)

Figure Global Solar Farm Automation Revenue Growth Rate by Regions (2011-2016)

Table Global Solar Farm Automation Sales and Market Share by Application (2011-2016)

Table Global Solar Farm Automation Sales Share by Application (2011-2016)

Figure Sales Market Share of Solar Farm Automation by Application (2011-2016)

Figure Global Solar Farm Automation Sales Growth Rate by Application (2011-2016)

Figure USA Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure USA Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure USA Solar Farm Automation Sales Price Trend (2011-2016)

Table USA Solar Farm Automation Sales by Manufacturers (2011-2016)

Table USA Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table USA Solar Farm Automation Sales by Type (2011-2016)

Table USA Solar Farm Automation Market Share by Type (2011-2016)

Table USA Solar Farm Automation Sales by Application (2011-2016)

Table USA Solar Farm Automation Market Share by Application (2011-2016)

Figure China Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure China Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure China Solar Farm Automation Sales Price Trend (2011-2016)

Table China Solar Farm Automation Sales by Manufacturers (2011-2016)

Table China Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table China Solar Farm Automation Sales by Type (2011-2016)

Table China Solar Farm Automation Market Share by Type (2011-2016)

Table China Solar Farm Automation Sales by Application (2011-2016)

Table China Solar Farm Automation Market Share by Application (2011-2016)

Figure Europe Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure Europe Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure Europe Solar Farm Automation Sales Price Trend (2011-2016)

Table Europe Solar Farm Automation Sales by Manufacturers (2011-2016)

Table Europe Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table Europe Solar Farm Automation Sales by Type (2011-2016)

Table Europe Solar Farm Automation Market Share by Type (2011-2016)

Table Europe Solar Farm Automation Sales by Application (2011-2016)

Table Europe Solar Farm Automation Market Share by Application (2011-2016)

Figure Japan Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure Japan Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure Japan Solar Farm Automation Sales Price Trend (2011-2016)

Table Japan Solar Farm Automation Sales by Manufacturers (2011-2016)

Table Japan Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table Japan Solar Farm Automation Sales by Type (2011-2016)

Table Japan Solar Farm Automation Market Share by Type (2011-2016)

Table Japan Solar Farm Automation Sales by Application (2011-2016)

Table Japan Solar Farm Automation Market Share by Application (2011-2016)

Figure India Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure India Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure India Solar Farm Automation Sales Price Trend (2011-2016)

Table India Solar Farm Automation Sales by Manufacturers (2011-2016)

Table India Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table India Solar Farm Automation Sales by Type (2011-2016)

Table India Solar Farm Automation Market Share by Type (2011-2016)

Table India Solar Farm Automation Sales by Application (2011-2016)

Table India Solar Farm Automation Market Share by Application (2011-2016)

Figure Southeast Asia Solar Farm Automation Sales and Growth Rate (2011-2016)

Figure Southeast Asia Solar Farm Automation Revenue and Growth Rate (2011-2016)

Figure Southeast Asia Solar Farm Automation Sales Price Trend (2011-2016)

Table Southeast Asia Solar Farm Automation Sales by Manufacturers (2011-2016)

Table Southeast Asia Solar Farm Automation Market Share by Manufacturers (2011-2016)

Table Southeast Asia Solar Farm Automation Sales by Type (2011-2016)

Table Southeast Asia Solar Farm Automation Market Share by Type (2011-2016)

Table Southeast Asia Solar Farm Automation Sales by Application (2011-2016)

Table Southeast Asia Solar Farm Automation Market Share by Application (2011-2016)

Table ABB Basic Information List

Table ABB Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure ABB Solar Farm Automation Global Market Share (2011-2016)

Table AllEarth Renewables Basic Information List

Table AllEarth Renewables Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure AllEarth Renewables Solar Farm Automation Global Market Share (2011-2016)

Table DEGER Basic Information List

Table DEGER Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure DEGER Solar Farm Automation Global Market Share (2011-2016)

Table Emerson Electric Basic Information List

Table Emerson Electric Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Emerson Electric Solar Farm Automation Global Market Share (2011-2016)

Table First Solar Basic Information List

Table First Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure First Solar Solar Farm Automation Global Market Share (2011-2016)

Table Mecasolar Basic Information List

Table Mecasolar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Mecasolar Solar Farm Automation Global Market Share (2011-2016)

Table Abengoa Solar Basic Information List

Table Abengoa Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Abengoa Solar Solar Farm Automation Global Market Share (2011-2016)

Table Array Technologies Basic Information List

Table Array Technologies Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Array Technologies Solar Farm Automation Global Market Share (2011-2016)

Table Arzon Solar Basic Information List

Table Arzon Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Arzon Solar Solar Farm Automation Global Market Share (2011-2016)

Table Energía ERCAM Basic Information List

Table Energía ERCAM Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Energía ERCAM Solar Farm Automation Global Market Share (2011-2016)

Table Frontier Technology Basic Information List

Table Frontier Technology Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Frontier Technology Solar Farm Automation Global Market Share (2011-2016)

Table General Electric Basic Information List

Table General Electric Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure General Electric Solar Farm Automation Global Market Share (2011-2016)

Table GRUPO CLAVIJO ELT Basic Information List

Table GRUPO CLAVIJO ELT Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure GRUPO CLAVIJO ELT Solar Farm Automation Global Market Share (2011-2016)

Table Haosolar Basic Information List

Table Haosolar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Haosolar Solar Farm Automation Global Market Share (2011-2016)

Table Heliopower Basic Information List

Table Heliopower Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Heliopower Solar Farm Automation Global Market Share (2011-2016)

Table Honeywell International Basic Information List

Table Honeywell International Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Honeywell International Solar Farm Automation Global Market Share (2011-2016)

Table Mitsubishi Electric Basic Information List

Table Mitsubishi Electric Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Mitsubishi Electric Solar Farm Automation Global Market Share (2011-2016)

Table NEXTracker Basic Information List

Table NEXTracker Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure NEXTracker Solar Farm Automation Global Market Share (2011-2016)

Table Rockwell Automation Basic Information List

Table Rockwell Automation Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Rockwell Automation Solar Farm Automation Global Market Share (2011-2016)

Table Siemens Basic Information List

Table Siemens Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Siemens Solar Farm Automation Global Market Share (2011-2016)

Table Smarttrak Solar Systems Basic Information List

Table Smarttrak Solar Systems Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Smarttrak Solar Systems Solar Farm Automation Global Market Share (2011-2016)

Table Trabant Solar Basic Information List

Table Trabant Solar Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Trabant Solar Solar Farm Automation Global Market Share (2011-2016)

Table Yokogawa Electric Basic Information List

Table Yokogawa Electric Solar Farm Automation Sales, Revenue, Price and Gross Margin (2011-2016)

Figure Yokogawa Electric Solar Farm Automation Global Market Share (2011-2016)

Table Production Base and Market Concentration Rate of Raw Material

Figure Price Trend of Key Raw Materials

Table Key Suppliers of Raw Materials

Figure Manufacturing Cost Structure of Solar Farm Automation

Figure Manufacturing Process Analysis of Solar Farm Automation

Figure Solar Farm Automation Industrial Chain Analysis

Table Raw Materials Sources of Solar Farm Automation Major Manufacturers in 2015

Table Major Buyers of Solar Farm Automation

Table Distributors/Traders List

Figure Global Solar Farm Automation Sales and Growth Rate Forecast (2016-2021)

Figure Global Solar Farm Automation Revenue and Growth Rate Forecast (2016-2021)

Table Global Solar Farm Automation Sales Forecast by Regions (2016-2021)

Table Global Solar Farm Automation Sales Forecast by Type (2016-2021)

Table Global Solar Farm Automation Sales Forecast by Application (2016-2021)